KR20180079222A

KR20180079222A - Formatted data providing system for formating unformatted datat and method for using and applying thereof

Info

Publication number: KR20180079222A
Application number: KR1020170185064A
Authority: KR
Inventors: 이재규; 정재락; 심영택; 장재용; 이주영
Original assignee: 이재규
Priority date: 2016-12-31
Filing date: 2017-12-31
Publication date: 2018-07-10

Abstract

In this specification, unstructured information about various products and services supplied by various suppliers is acquired, and the unstructured information is converted into the fixed information including the basic elements required by the user, but it is not included in the unstructured information, A system for providing various types of formal information for estimating necessary basic elements by interpolation, extrapolation or estimation, and providing the user with formal information including the calculation elements, various units of the system, a configuration of hardware and software, Various methods of implementing the system, various methods of using the system, and various applications of applying the system. The present invention also provides various types of formal information providing systems for synchronizing or linking the first-order formal information that does not change during a predetermined time period and the second-order formal information that may change during the time period among the formal information, Various methods, various methods of using the system, and various applications for applying the system are disclosed.

Description

TECHNICAL FIELD [0001] The present invention relates to a system and method for providing stereotyped information for stereotyping unstructured information, and a method and a system for using the system.

In this specification, various unformatted data supplied by various information sources are acquired for a specific product or service, basic elements required by a user (or a customer) are extracted from the unstructured information, The basic elements necessary for the user, which are not included in the above-mentioned informal information, are calculated through interpolation, extrapolation or estimation, various types of formal information provision systems for providing users with formal information including an assessed element, various hardware and software units of the system, various methods of implementing or using the system, Post various uses.

In addition, the present specification can identify inconsistent elements among unstructured information provided by various information sources, extract accurate or most reliable basic elements from the inconsistent information, and then build formal information using these basic elements , Various units of the system, various methods of implementing or using the system, and various applications for applying the system.

In addition, the present invention extracts a basic element from atypical information provided by various information sources, removes a basic element that is not reliable from among the basic elements, and provides various types of formal information that can be used as basic elements with remaining reliability System, various units of the system, various methods of implementing or using the system, and various applications of the system.

Also, in the present specification, the first form information having a high probability of being unchanged or unchanging during a predetermined time period and the second form information capable of changing during the period may be synchronized or correlated with each other to provide the same to a user Various formal information provision systems, various units of the system, various methods of implementing or using the system, and various applications for applying the system.

More specifically, the present specification provides the user with the primary or secondary shaping information or a corresponding visual, auditory, or tactile signal so that, even if the user does not know the primary or secondary shaping information in detail, , Various units of the system, various methods of implementing or using the system, and various applications for applying the system. &Lt; RTI ID = 0.0 > [0002] < / RTI >

With the rapid development of Internet commerce, the number of users (ie, customers) who want to purchase products or services that they need online is increasing dramatically. This is caused not only by the rapid development of the Internet using a communication network but also by the rapid development of computer hardware technology and software technology capable of processing vast amounts of information in a short period of time. In addition, as more and more users use portable wireless communication devices such as mobile phones and smart phones, they can purchase the products or services they need while on the move, and the related market is expanding worldwide every year.

The most important factor in the rapid development of Internet commerce is that users can easily enjoy the convenience of real-time information about numerous products and services supplied by many suppliers from all over the world without having to visit the stores themselves to be. Therefore, users can easily acquire the products or services that they need in the Internet shopping mall as well as their own countries with a single click. In addition, the size of Internet commerce is increasing day by day because users can directly purchase necessary products or services from overseas suppliers without intermediaries through direct purchase, which is recently receiving the spotlight.

Accordingly, online floods with various information provided by various suppliers to promote and sell various products and services, as well as information of intermediaries who want to take advantage of these products or services by mediating them to customers. So, in order to maximize revenue generation as much as possible for both suppliers and intermediaries, uploading and publishing as many products or services as possible on their websites allows thousands and tens of thousands of products or services to be posted only on a single online shopping mall website .

However, this flood of information is an unexpected inconvenience for customers. This is because customers visiting their websites are not able to identify or select their desired products or services because of the flood of products or services posted on the online shopping mall website. In order to solve such problems, most online shopping mall websites provide various search and selection functions. However, since a large amount of information is a list of information that the user desires to search for, There is a problem that it is difficult to obtain optimized information.

Also, various information provided by a variety of online shopping mall websites of fashion industry such as clothing, etc. often include images, and these images and accompanying characters are often provided as unstructured informal information. For example, when online shopping mall websites 1, 2, and 3 post images of the same women's skirt, website 1 marks it as "Women / Black / Skirt" Quot; Mini "and" Skirt "as search terms, the search result includes only the products of the website 2, while the website 3 indicates it as" femmes / noir / jupe " . Therefore, the user may not be able to purchase a product that can be shipped at a lower price. In addition, since various online shopping mall websites often provide the above-mentioned unstructured information to the user in the native language, the user often fails to obtain optimized information.

The key to Internet commerce, which is expanding exponentially day by day, is securing users (ie, customers). As a result, various products and service providers want users to visit their websites and quickly identify the products or services they want to purchase. To this end, suppliers tend to dominate their Web sites with more dazzling color ads for a greater number of products or services. In addition, some suppliers often advertise their own goods or services on their own websites as if they can sell them.

But the user's position is different. In other words, users want to compare the quality and price of products or services provided by many suppliers, and then purchase their desired products or services. However, it is not an easy task for users to compare a large number of unstructured information provided by a large number of suppliers, and then select a product or service under optimal conditions. In addition, it takes a lot of time and effort to judge which of the various unstructured information provided by numerous suppliers is valid and which information is invalid.

This specification discloses various types of units of the system, a variety of methods for implementing and using the system, and various applications for applying the system , in order to solve the above-mentioned problems. In particular this specification various shaping provided by shaping according to the global provider to vary with respect to the products or services that supply and variant forms (that language, composition, sequence, etc.) form which the user can easily confirm the unstructured information provided by An information providing system, various units of the system, various methods for implementing or using the system, and various applications for applying the system.

More specifically it provides a variety of orthopedic information in this specification system securing unstructured information about a particular product or service from a variety of sources (information source) of the various suppliers of a particular product or service, internet access (internet), or in the cloud (cloud) Then, after extracting the basic elements required by the user, the form information including the basic elements is constructed. However if the unstructured information includes not contain either, but since the base material, or expressed in another format, the elements of the different are as orthopedic information form type is present, the system comprising: interpolation (interpolation) existing in these elements, extrapolating method (extrapolation), or estimation (estimation) after estimating the estimation element (assessed element) by interpolation, extrapolation or estimation by the like, and provides a fixed form information including the same to the user. Accordingly, the user can more easily compare and analyze products or services of various suppliers based on formalized information about specific products or services, and then purchase optimal products or services under optimal conditions.

Also, the present specification identifies mutually inconsistent elements among atypical information provided by various information sources, extracts accurate or most reliable basic elements from the inconsistent information, and builds formal information using these basic elements. Accordingly, the user can purchase the optimal product or service under the optimal condition more efficiently by using the structured information constructed with accurate or reliable basic elements, without individually checking a plurality of conflicting information.

Also herein, the shaping for a predetermined time interval of the information does not change in that value substantially constant first structured information (primary formatted data) and the time period always change or the second shaping information that may vary depending upon the case (secondary formatted for and data) for synchronization (synchronization) or association (correlation) to publish a variety of applications such as the application of a variety of shaping the information providing system, a variety of ways, and the system implementing or using a variety of units, the systems of the system to provide a user .

In addition, the various types of formal information providing systems of the present invention can extract basic elements from unstructured information provided by an information source such as the existing Internet or cloud, and arrange them in a specific language, And then provide it to the user. However, if the user can not obtain the desired form information from the information source, the system may calculate the second form information through an interpolation method, an extrapolation method, or an estimation method, and then synchronize or link the calculation information with other form information , Various units of the system, various methods of implementing or using the system, and various applications for applying the system.

The format information providing system of the present invention can directly publish the above-described primary or secondary format information in the form of an image or a text. In contrast the present specification to the first or second visual signal (visual signal), audio signal (audible signal) or tactile signal (tactile signal) corresponding to the fixed form information at the same time as the primary or secondary shaping information or sequentially Various types of information providing systems, various units of the system, various methods of implementing or using the system, and various applications for applying the system.

Accordingly, the user who uses the stereotyped information providing system can quickly, easily, or stop the stereotyped information by using the visual signal, the auditory signal, or the tactile sense signal without necessarily viewing or reading the stereotyped information of the image or text form. Thereby preventing a user from missing a chance to purchase a particular product or service at a discounted price or a missed discount period in which to purchase the product or service.

A first side (1 ^st aspect) of solving the various problems described above and provides a variety of shaping information in the present description can achieve the effects of the system described above, various units, the associated number of ways for the systems and applications is a product or service A structured data construction unit (abbreviated as a " building unit ") capable of constructing formal information for the building unit, a method of implementing or using the building unit, and a versatile use of the building unit .

The building unit may be configured to directly or indirectly provide information to a specific product or service from an existing Internet or cloud, as well as from a product supplier, a service provider, and an intermediary of the product or service (hereinafter collectively referred to as an "information source" . Then, the building unit extracts the basic elements necessary for constructing the formal information from the atypical information, and arranges all or a part of the basic elements in a specific language, configuration, order, etc., thereby converting the unstructured information into the formal information. If one or more of the basic elements required to construct the formal information are missing from the atypical information, the construction unit calculates the missing elements by using [1] interpolation, [2] extrapolation, or [3] After that, it is possible to construct formal information by using these estimation factors as basic elements. Alternatively, the building unit may be implemented using a conventional natural language analysis technique, a semantic analysis technique, a text mining technique, a data mining technique, a machine learning technique, and a deep learning technique And then calculate the missing elements, and then use this calculated element as a basic element to construct the formal information.

The basic elements of the formal information constructed by the formal information building unit of the formal information system of the present specification can be defined by the system or the user. However, as the variety of products or services provided by various information sources varies, the basic elements for each of the products or services may also differ.

For example, the basic elements of formal information on products are [1a] the name of the product (clothing, automobiles, household appliances, etc.), [2a] the detailed name of the product (men, socks, cars, buses, refrigerators, [3a] the name of the manufacturer; [4a] other details such as the nationality of the manufacturer; [5a] the original manufacturer of the product and other details of the manufacturer; [6a] product model name (iPhone X, Zipel T900, Etc.), [7a] the size, volume or weight of the product, [8a] the product supplier (manufacturer, wholesaler, retailer, broker, Internet shopping mall etc.), [9a] The current position of the product, [11a] the quantity of the product held by the supplier, [12a] the availability of the product, [13a] the delivery price of the product and the period of time it takes, [14a] Price, [16a] the normal price of another supplier supplying the same product, and the price with [15a] Comparisons, [17a] product discount prices and requirements, [18a] product discount prices of other suppliers, requirements and price or requirement comparison with [17a] above, [19a] product discount period and requirements, [20a] Price discount period, requirements and discount period or discount requirement comparison with [19a], [21a] discount price of product price, [22a] discount price of product price of other suppliers and discount rate to [21a], [23a] Availability and requirements of the product, [24a] inventory quantity of the product, [25a] inventory quantity of other suppliers, [26a] tax status and amount of tax, [27a] .

However, when the product is a garment, an accessory, or the like, the brand or design of the product may be important for the user to purchase the product. [29a] Product size (overall height or width, length and width of specific parts, etc.), [30a] product information (eg, (31a) the weight of the product, [32a] the material of the product (cotton, wool, man-made fibers, leather etc.), [33a] the color of the product, [34a] the pattern of the product, [35a] 36a] Ornaments or accessories attached to the product may be included.

On the other hand, the basic elements of the formal information on the service are [1b] service name (device repair, beauty, medical treatment etc.), [2b] detailed name of service (car engine check, double eyelid surgery, regular health check, [5b] the duration of the service, [6b] the location of the service provider, [7b] the availability of the service provider, [8b] the service provider's name, [10b] the normal price of another supplier providing the same service and the price comparison with [9b] above; [11b] the discount price and requirements of the service; [12b] the same or similar [13b] the discount period and requirements of the service price; [14b] the discount period of the service price of the other supplier; requirements and the period or requirements with [13b] above; [15b] discount of service price [17b] the availability of refunds and requirements; [18b] the extent of the service; [19b] the extent of service provided by other providers; and [ A comparison with [18b], and [20b] other details about the service.

A second side (2 ^nd aspect) of the various units, the associated number of ways for a variety of orthopedic information providing system, the system of the present specification and the purpose is a standardized form part or all of the shaping information constructed that the shaping information building unit A formatted data output unit (abbreviated as " output unit ") which sequentially or simultaneously posts to a user, a method for implementing and using the output unit, and various uses of the output unit. The output unit can post the shaping information to the display as a time signal according to the default mode or user setting of the system, or to post it with different types of signals.

More specifically, the output unit can visually post the format information using a time signal. For example, if the system includes a display such as an LED, OLED, etc., the system may visually post the shaping information to the display. In addition, the output unit may use the speaker to post the stereotyping information to a user with an audible signal such as sound, or may otherwise transmit the stereotyping information to a user with a tactile signal such as vibration. Also, the system can post specific format information using a plurality of signals as needed. The output unit may post part of the formatting information using a visual signal while the remaining formatting information may be posted using an auditory or tactile signal. In addition, the output unit may be different from the formatting information and may also post information related to the operation of the system visually, audibly or audibly to the user.

The system may also utilize an external output device if the formatting information providing system does not include an output unit or if the system includes an output unit but requires additional output capability for effective shaping information publication. Accordingly, the system can use the removable external output device as its own output unit. Alternatively, the user can utilize the output device of the wearable device having the output function as the output unit.

A third side (3 ^rd aspect) is into, purchasing potential, Purchase of purchasing a product or service that the shaping information output unit is published in a variety of orthopedic information providing system, the various units, the various methods associated and use of the system of the present specification A prediction unit (abbreviated as " prediction unit ") that provides or recommends a user with a view or prediction of purchase necessity or purchase point in view of the user, such as inventory, a method of implementing or using the prediction unit And to provide various uses of the prediction unit.

The prediction unit can confirm the inventory quantity or future demand of a specific product or service directly or indirectly from an existing information source such as Internet, cloud, supplier or intermediary of a specific product or service. Thereafter, each time a user purchases the product or service, the forecasting unit provides the user with an inventory of the product or service or a period during which the product or service can be sold, The user can easily purchase the product or service.

If it is difficult to quantitatively identify an inventory quantity of a specific product or service or the purchase status of another user who purchases the product or service, the prediction unit calculates the inventory or remaining quantity of the product or service using an interpolation method, an extrapolation method or an estimation method And then provide it to the user. The prediction unit may also provide updated secondary shaping information at regular intervals or whenever the user requests it.

Alternatively, the prediction unit may be configured to generate the second-order form information in various forms, such as whether the product and the service are discounted, the discounted price, the discount period, or the remaining period of the discount period, Or may be provided to the user.

For example, the system obtains a discount code from a discount broker providing a coupon code for a particular commodity or service as well as the information source, and then converts the discount code into an unstructured information state or a fixed information, Lt; / RTI > In particular, the always-on system can prevent user confusion by providing a discount code for a product or service of interest to the user.

However, most of the discount codes provided by the discount code provider specify the category to which the product or service belongs than when the discount code refers to the specific product or service designated by the discount code. Therefore, it often happens that discounts are not actually applied when the discount code is applied after a user selects a specific product or service.

In order to minimize the inconvenience of the user, the prediction unit checks a specific product or service selected by the user, obtains a corresponding discount code, and confirms whether the discount code is actually applied to the specific product or service . If the application of the discount is confirmed, the system or prediction unit posts the discount code to the user along with the specific product or service, thereby allowing the user to recognize the discounted price of the particular product or service, You will be able to identify the product or service you want.

The prediction unit described in the third aspect of the present invention may be configured so that the forecasting unit updates the second order form information, the discount code verified by the discount code supplier, the actual code of the product or service provider, Validated, discount codes, and the like, and transmits them to these building units. The building unit can update the form information by temporarily or permanently storing it in various DBs mentioned above or below. Accordingly, the user can use the verified discount code without having to worry about whether the discount code that various discount code providers perceive is actually applied to the selected product or service.

Various units of the various shaping information providing system, the system of the present description, this fourth aspect of the various methods associated and Uses (4 ^th aspect) is the fixed form information outputting all or a part of the fixed form information constructed that the shaping information building unit The unit is posted to the user in the form of a visual signal, an auditory signal or a tactile signal, and the secondary shaping information (i.e., the shaping information that may change or change with time) of the shaping information is referred to as primary shaping information or fixed form information) and synchronization, which may be unchanged (synchronization) or association (correlation) to the fixed form information control unit to provide the user (control unit) ( "control unit" in abbreviation), wherein the implementation or use of the control unit, wherein To provide various uses of the control unit. The control unit may be configured to synchronize the secondary (or primary) form information with the primary (or secondary) form information according to a default mode or a user setting form of the system.

The secondary shaping information synchronized by the control unit varies depending on the type of product or service, but can be easily distinguished from primary shaping information qualitatively. For example, [1a] a product name, [2a] a product name, [3a] a product manufacturer name, [4a] other details such as nationality of the manufacturer of the product, [6a] product model name, [7a - product size, volume or weight, [15a] the normal price of a product, etc. generally do not change over time, these elements may be considered to belong to the largely formal primary information (primary formatted data).

On the contrary, among the above-mentioned formal information related to the product, [11a] the quantity of the product held by the supplier, [14a] the period of selling the product, [16a] the normal price of the other supplier supplying the same product, [19a] product price discount period and requirements; [20a] product price discount period, requirements and comparison of other suppliers; [21a] product price discount rate, Since discounts, [22a] discounts and the comparison of the other providers price, [24a] availability of the product, [25a] product availability of the other providers and the like generally varies depending on the time, these elements are secondary It may be considered to belong to formal information (secondary formatted data). In particular, among the above factors, [24a] the stock quantity of the product, [25a] the product stock quantity of other suppliers are always changed with time (except for the case where other users do not purchase the product at all) Can be regarded as an important element in determining whether the user purchases the product, and thus can be regarded as secondary form information which is very important for the user.

[10a] the current position of the product, [12a] the product, [9a] the details of the product, such as the nationality of the supplier, [13a] product delivery price and duration, [23a] refundability and requirements, and [27a] other details may or may not change over time. Therefore, the format information providing system or the user may divide the elements into first formatting information or second formatting information according to the necessity or the situation, respectively.

Various orthopedic information providing system, a variety of units, this fifth aspect of the various methods and uses relating to (5 ^th aspect) is the construction of the shaping information unit is established, the primary shaping information and the second fixed form information of the system of the present specification the various shaping information output unit, the output unit for generating a variety of visual cues (visual signal), audio signal (audible signal) or tactile signal (tactile signal) corresponding thereto, instead of implementing only the image or text form, provides the user And various uses of the output unit. Accordingly, the output unit is constructed so that the user can recognize the primary or secondary formatting information at least qualitatively and easily, even if the user does not necessarily read or read the primary formatting information or the secondary formatting information in an image or text form.

The output unit may provide the user with a visual signal for the secondary shaping information by synchronizing, associating, or adding a specific color, specific hue, or specific contrast to the primary or secondary shaping information have. For example, the user can visually easily detect that the stock of the product is decreasing as the color or hue of the image of the particular product searched for is changed from blue to red. Or the output unit displays the image of the product in light color or tint and then displays the image in a darker color or tint as the inventory of the product decreases or as the price discount period for the product approaches . Alternatively, the output unit may change the size, position, etc. of the image of the product or the primary or secondary shaping information of the product, or move or rotate the image, primary or secondary shaping information at a gradually higher speed, And may provide a visual signal for secondary shaping information.

The output unit posts a visual signal for primary shaping information or primary and secondary shaping information, [1] consecutively, [2] at a specific time, or [3] And may provide the user with an auditory signal for the stereotyped information. For example, the output unit posts a visual signal for a particular product searched by a user and provides a specific sound corresponding to the first or second shaping information of the product, such that as the inventory of the product decreases, (1) the amplitude of the auditory signal is different, (2) the frequency of the auditory signal is different, (3) the tone of the auditory signal is different, or [4] the frequency of providing the auditory signal may be different, [5] the position where the auditory signal is generated may be different, or [6] other features of the auditory signal may be different.

The output unit may also be configured to post the visual signal for the primary shaping information or the primary and secondary shaping information, or not to provide the visualization signal at any one time, [1] continuously, [2] A tactile signal for the secondary shaping information may be provided. For example, the output unit may post a visual signal for a particular product searched by a user and provide a specific vibration corresponding to the first or second shaping information of the product, wherein [1] (2) changing the temporal length of the vibration, (3) changing the position where the vibration occurs, or (4) changing the characteristics of other tactile signals, Informing of the current status of depletion of the product or informing that the end of the price discount period of the specific service is imminent.

The output unit may also provide primary or secondary shaping information by generating a pulse train instead of a single tactile signal. For example, the output unit may include [1] the length of the continuous vibration, [2] the number of vibrations included in the continuous vibration, [3] the order of the vibrations included in the continuous vibration, [4] By controlling the number and length of intervals between vibrations, it is possible to notify the status of the depletion of a particular product, or to announce that the end of the price discount period of a particular service is imminent.

In the various aspects of the specification and the following description, the format information providing system may be manufactured in the form of software or computer code, some or all of which may be mounted on a single or multiple servers. . Alternatively, the format information providing system may partially or wholly rewrite the information in the form of a chip equipped with the software or the computer code, an add-on device equipped with the software or the computer code, or the like. In addition, various types of information providing systems of the present invention can be implemented in a form of software or computer code that can be easily installed in a user's computer or an information processing apparatus such as a desk-top form, a laptop form or a pad form, . In this case, some or all of the software or the computer code may be included in an operating system of the user computer or the information processing apparatus, or may be an application (i.e., an application program or an application program) application can be made in the form of.

Or various form information providing systems herein may be manufactured in the form of software, computer code, or hardware that may be used in or attached to a wireless communication device, such as a wireless telephone, a mobile phone, a smart phone, etc., have. In this case, part or all of the software or computer code may be included in the operating system of the wireless communication device or may be manufactured in the form of an app that can be installed in the wireless communication device, Can be built in or incorporated in a CPU or other component of a communications device. Accordingly, the user can use the system mounted on various apparatuses in various ways in various ways as described above and below.

When the user computer, the information processing device, the wireless communication device, and the like do not include a display, the system can display various methods and uses of the above and below using an external display, a wearable device, .

A user may apply the system to various products or service fields in accordance with the various form information providing systems described herein, the various units of the system, various methods of implementing and using the system, and various uses for applying the system .

As an example, users of the system (1) Furniture, household, health-related products and services, [2], toddler, child-related products and services, [3] fashion, beauty, accessories, products and services, [4] Consumer Electronics, Digital Products and services, [5] leisure , hobby-related products and services.

[1] The furniture, living and health related products are used for kitchen appliances, kitchen furniture, general furniture, interior goods, home interior goods, lighting devices, flowers, flower pots, gardening goods, bedding, blankets, curtains, carpets, Toiletries, Toothpaste, Toothbrushes, Toothbrushes, Toiletries, Toiletries, Toiletries, Toiletries, Toiletries, , Other oral products, stationery, office supplies, and security products. In addition, the above-mentioned [1] household, life and health-related services may include services relating to the purchase or rental of various products described in this paragraph, services that directly or indirectly use the products, other services related to living, Or more.

[2] [2] The above-mentioned products related to infants and children are classified into the following categories: maternity goods, maternity goods, infant goods, toys, diapers, powdered milk, children's clothes, children's goods, pregnant women's clothes, It includes at least one of red ginseng products, diet products, rice, bread, cakes, chocolate, other preferential foods, fruits, vegetables, meats, processed meat products, seafood, and other agricultural products or aquatic products. [2] The infant and child-related services mentioned above include one or more of services for directly or indirectly using the product, infants, and other services related to children, as well as services related to the purchase or rental of various products described in this paragraph .

[3] The above items related to fashion, beauty, and miscellaneous goods include cosmetics, perfumes, body goods, hair goods, beauty products, shoes, bags, fashion accessories, watches, jewelry, sunglasses, women's wear, men's wear, casual wear, , &Lt; / RTI > [3] The services related to fashion, beauty and miscellaneous goods described above may include services relating to the purchase or rental of various products described in this paragraph, services using the product directly or indirectly, and other services related to fashion, beauty, .

[4] [4] The household appliance and the digital product described above may be used as a smartphone, a smartphone accessory, a wearable device, a camera, a dron, a virtual reality (VR) device, a TV, a washing machine, a sound device, a refrigerator, a kitchen appliance, a humidifier, , Air purifiers, seasonal supplies, sound products, IoT products, smart home products, cleaners, beauty machines, small appliances, office equipment, notebook computers, desktop computers, tablets, monitors, printers, printer inks, PC parts, PC peripherals, storage Apparatus, a memory device, a game device, a leisure article, a hobby article, and a lighting article. [4] Consumer electronics and digital services described above include one or more of services for directly or indirectly using the products, other services related to home appliances, and digital products, as well as services related to purchasing or renting various products described in this paragraph .

[5] [5] Leisure and hobby related products include racing goods such as mountaineering goods, camping goods, fishing goods, travel goods, bicycles, inline skates, motorcycles, health products, diet products, nutritional supplements, , Ski equipment, golf club, golf clothing, golf equipment, sports leisure equipment, sport leisure clothing, car black box, vehicle navigator, vehicle accessory, other car accessories, piano, wind instrument, string instrument, percussion instrument, , A cigar, a pipe cigarette, and a drink. [5] Leisure and hobby-related services described above include at least one of services related to purchasing or renting various products described in this paragraph, services using the products directly or indirectly, and other services related to leisure and hobbies .

The various products of [1] to [5] include general brand products as well as luxury brands. Especially, luxury brand products are more brand-recognized than other products. They are not only men's, women's, but also hats, mufflers, gloves, shoes (such as formal wear, casual wear, slippers) , Pendants, etc.), other ornaments, cosmetics, fragrances, and alcohol. In the case of luxury brand products, the nationality of the OEM or the OEM that actually produces the product as well as other details of the OEM, as well as the product manufacturer or brand owner, may be important factors. .

If the product is a garment, especially a women's garment, the shaping information of the product may include more primitives than the shaping information of the other product. For example, in the case of a ladies' dress, various indexes commonly used in fashion industry classification such as shoulder line, waist line, lower half line, overall fit as well as dress size, length, The material of the product, the name of the designer who designed the product, and the name of the company may also be included as basic elements.

In addition, various types of information providing systems, various methods of implementing or using the system, and various applications for applying the system described in this specification can be applied to fields other than the product or service.

(For example, a cultural product, a sports product or an artwork), a product which is difficult to stereotype but can not be stereotyped, but is difficult to stereotype with detailed characteristics (for example, Etc.), various types of information providing system, various units of the system, and methods of implementing and using the system can be applied. Of course, in order to do so, the system may be used, or a user may directly define the basic elements of the product, extract the basic elements using the formal information providing system, arrange the basic elements in a specific language, And provide it to the user.

Also, various other types of information providing systems, the above-described implementation and use methods, etc. of the present invention may be applied to other products or services that can be traded over the Internet or at a distance. Especially, when the information provided in various languages for the same goods is collected and compared, various types of information providing systems of the present specification can be used.

The various types of information provision systems described herein improve the efficiency of the hardware and software of a computer or server that processes a vast amount of information.

For example, the system extracts only basic elements required by a user from various irregular information provided by various suppliers for a specific product or service that the user is interested in, and then constructs the formatting information by combining them. Therefore, the computer or the server equipped with the system is advantageous in that it can temporarily or permanently store the formal information on the product or service even with a small storage space. This allows you to store more formal information about a larger number of products or services, even if you use a computer or server with a certain storage capacity, as well as more information about a particular product or service It is also advantageous to store the stereotyped information constructed by using it.

As another example, the system sequentially or simultaneously processes various unspecified information provided by various suppliers for a specific product or service, extracts only basic elements required by the user, and then uses the information to construct formal information do. Therefore, once the format information is obtained, a small amount of the format information can be processed more quickly even with a central processing unit (CPU) having a specific information processing capability.

As another example, the system extracts basic elements from various unspecified information provided by various suppliers for specific products or services, constructs the formatting information, and posts them on the display more concisely. Accordingly, the system can convert unstructured information about a specific product or service provided by a greater number of suppliers into formal information and post it on a display of a specific size. Alternatively, the system converts unstructured information about a specific product or service provided by a greater number of suppliers into the formatted information, and posts the information to the user so that the user can easily compare the price of the product provided by the suppliers It also offers the advantage of being able to.

As described above, the various types of information providing systems of the present invention maximize the performance and speed of use of a computer or a server having a given information processing capability, and can efficiently utilize a storage space of a computer or a server having a given storage capacity, You can post larger amounts of useful information on a specific size display.

Also, when a part or the whole of the system is mounted on the various user computers, the information processing apparatuses, or the wireless communication devices described above, the use performance and speed of the computer, apparatus, or device can be maximized, , The CPU or memory of the apparatus or the apparatus can be efficiently utilized, and a larger amount of useful information can be posted on the display of the computer, apparatus or device having a specific size.

The various types of information providing systems of the present invention can provide users with more reliable and structured information using hardware or software of the computer or server more efficiently. Accordingly, the user can more easily obtain the formal information about the specific product or the specific service that he / she is interested in or wants to purchase, and utilize it efficiently.

For example, a user who uses the above system can search for a specific product or service, instead of retrieving various unstructured information existing in the Internet or the cloud, by using a uniform or regularized form information provided by the system for a specific product or service . Therefore, instead of comparing the atypical information provided in a variable form in each online shopping mall website, each user visits a web site for a specific product or service, It is advantageous to obtain the optimal product or service among the products or services supplied by various suppliers by using the formal information.

As another example, when there are different unstructured information for a specific product or service in the Internet or the cloud, the system can directly compare the unstructured information with the user and relieve the trouble of directly detecting highly reliable information among them . That is, the system extracts only optimal or reliable basic elements from unstructured unstructured information about the product or service to construct the formal information, so that the user individually processes unstructured information with low reliability and may not coincide with each other There is an advantage that it is possible to easily check the optimal product or service among the products or services supplied by various suppliers using only the highly reliable formal information provided by the system, instead of wasting time and effort.

As another example, a user using the system can utilize unstructured information, which is not present in the Internet or the cloud, or which is difficult to extract basic elements even if it exists, in the form of formal information for a specific product or service. Accordingly, the user can not obtain the information about the product or the service because the user can not search for the product or service that does not have the formal information, or the user can not obtain reliable information about the product or service. It is possible to avoid situations in which the service can not be secured or the product or service can not be purchased under the optimum conditions.

As another example, a user who uses the system may use first or second format information extracted from big data associated with various irregular information as well as the interpolation method, extrapolation method, or estimation method based on the information. Reliable information on a specific product or service can be obtained based on the calculated first or second formal information, thereby making it possible to more efficiently determine whether or not to purchase the product or service. In addition, the system can be applied to a specific product or a specific product based on the second-order form information calculated by applying existing semantic analysis technique, text mining technique, data mining technique, machine learning technique, and deep learning technique to such unstructured information as well as various irregular information The purchase price of the service, the availability of the purchase, and the like, and the user can provide the advantage that the user can more easily determine whether to purchase the specific goods or services by using the information.

As another example, a user who uses the system may determine the optimal purchase price or optimum purchase point of a specific product or service and a supplier or the like providing a specific product or service based on primary or secondary form information provided by the system for a specific product or service It can be easily determined. For example, the system can inform the user whether the price of the product or service that the user is considering purchasing is a normal price or a discount price. In case of a discount price, the system notifies the user when the discount period ends, It can be planned to be lowered.

As another example, the system may provide the user with a determination as to whether discount prices or other discount conditions provided by various providers are applicable to a particular product or service that the user prefers. Alternatively, the system may identify and provide the user with a particular product or service that meets the discounted price or other discount condition provided by the particular supplier. Accordingly, the user can easily identify the provider that provides the most benefit for the product or service, without wasting time and effort to determine whether a particular discount coupon applies to the particular product or service of his choice have.

The various form information providing systems of the present invention not only transmit the visual signal for the form information to the user but also generate the auditory or tactile signal for the form information together with or in addition to the visual signal, So that the format information can be delivered to the user more efficiently. Generally, the auditory signal may be provided using a speaker or other auditory signal generating device mounted on a user's computer, information processing device, or wireless communication device, while the tactile signal may be provided to the user computer, It can be provided by using a vibrator or other tactile signal generating device mounted on the device.

For example, the system may provide a user with a discount period of a specific product or service, a change in an inventory quantity of the product or service, etc. in real time by using the above-described time signal, auditory signal or tactile signal. Accordingly, the user can easily confirm when the price discount period of the product or service is terminated even if the user does not carefully read the detailed information about the discount period or the inventory quantity of the product or service. In addition, the user can easily confirm the stock amount of the desired product or service or the end of the discount period by the time signal, the auditory signal, the tactile signal, etc., so that the product or service can not be purchased and sold, Thereby preventing accidental disruption of the user from purchasing the product or service at an optimal or discounted price.

Various types of information providing systems of the present invention allow a user to input a minimum input signal and review products or services provided by a plurality of suppliers such as online shopping malls, Can be produced. For this purpose, the system can measure [1] the time or frequency with which a user browses a product or service provided by a specific provider such as a specific online shopping mall, [2] measure the user's gaze, , [3] confirms whether the user moves the content posted by a particular website in the direction of the up, down, left, or right, or [4] moves the content as described above or other additional information And how many times the user has input the input signal to obtain the input signal. On the basis of this, the system can provide additional form information about the desired product or service to the user, or [6] move to the web site providing the product or service, even if the user does not provide the additional input signal And [7] posting to the user the conditions or prices of other suppliers supplying the product or service, so that the user can more conveniently and easily make a purchase decision Can be produced. Accordingly, the user can make a decision such as a purchase decision on the product or service more conveniently and seamlessly without additional input.

In addition, when the time or frequency of [1] in the paragraph above exceeds a specific time or a specific frequency, when the user of [2] or [3] in the above paragraph gazes at a specific part of the contents or moves in a specific direction, Alternatively, when the user of [4] of the above paragraph inputs an input signal of a predetermined number of times or more, the system extracts basic elements for the product or service even if there is no separate input signal of the user, The above construction can be completed. The system then transmits the shaping information to the user through various visual, auditory or tactile signals. Accordingly, the user can easily utilize the shaping information without inputting a separate input signal or without having to wait for a separate period in which the system extracts the shaping information.

As another example, if the time or frequency of [1] in the second paragraph above exceeds a certain time or frequency, the user of [2] or [3] Or if the user of [4] in the second paragraph above enters a certain number of times or more of the input signal, the system will not be able to provide the same or similar product Or basic elements for the service and can use them to start building or to complete the construction. The system may then transmit the formatting information to the user via various time signals, auditory signals or tactile signals so that the user may enter a separate entry for performing similar tasks It is possible to easily utilize the format information for the same product or service provided by a plurality of suppliers without inputting a signal or moving to a separate web page.

The term "information" in this specification refers to all kinds of knowledge or contents. Therefore, the above-mentioned "information" includes [1] knowledge or contents printed on a book or paper, [2] knowledge or contents included in sound or image, [3] any knowledge Content. Therefore, the above-mentioned "information" includes all knowledge or contents that can be visually confirmed such as [1] numerical characters, images, etc., [2] any knowledge or contents that can be audibly confirmed such as sounds, [3] tactile And all the knowledge and contents that can be identified as "

The term " information "in this specification includes" basic element "and" other element ", which are defined as [1] a formal information provision system of this specification, [2] Supplier, or [3] one or more specific knowledge or content defined by a user using the system. While the "other element" refers to the driving elements other than the "basic element" of the "information ".

However, as long as the user or the system defines a "basic element ", the" basic element " For example, a "basic element" for a car product may include engine displacement, transmission characteristics, fuel economy, production year, and price, while the basic elements for a ladies topship include material, color, size, . Thus, the "primitives" for different products or services may be completely different, only partially different, or completely identical to each other. The user or the system can also change "basic elements" for the same product or service as needed. Thus, for a particular women's skirt, the "basic element" defined today can be exactly the same, partially only the same, or completely different from the "basic element" defined for the same skirt a month ago.

In the present specification, " estimation factor "can not be confirmed from the information provided by the information source, or when the reliability is low even if the information source provides it, [6] Text mining techniques, [7] Data mining techniques, [8] Machine learning techniques, [9] Deep learning techniques, etc. Quot; and " information " The system regards the "estimation element" thus obtained as a "basic element ".

The "information" of this specification includes "format information" and "atypical information", wherein the "format information" refers to information that arranges the "basic elements" in a specific format, while the "atypical information" Quot; refers to all information except for the "formatting information ". From this viewpoint, the " basic element "may be included in the " regular information" or may be included in the "atypical information ", while the" other element " According to the above definition, information that is composed of only "basic elements" constituting "formal information" but arranged in a format different from the format of the "basic elements" of the "basic information" can be classified as "atypical information".

In particular, the "shaping information" can be constructed by arranging all or a part of the "basic element " The specific form refers to one or more of [1] one or more specific languages, [2] a specific order, [3] specific colors, [4] specific sizes, [5] specific constructions, [6] specific lengths. Accordingly, "formatting information" extracts "basic elements " such as image, manufacturer name, and price of the product from unstructured information provided by various information sources with respect to the price of a specific product, It is possible to construct the above-mentioned " formal information "by constructing the name and price as black in Korean with a font of font 12, and by not configuring the above-mentioned " formal information" In this case, when 18 companies provide atypical information on the product, the above-mentioned "formatting information " consists of 18 pages, and the image, manufacturer name and price of the product are arranged on each side. Therefore, the above-mentioned "formatting information" corresponds to the case where all of the specific formats [1] to [6] exemplified in this paragraph are satisfied. Alternatively, the system or building unit may be configured so as to satisfy only [1], [2], and [4], without satisfying all of the specific formats of [1] to [6] "Can be built.

However, as long as the user or the system defines the "basic element ", the " formal information" may differ depending on the product or service, and the "basic element" Also, when the user or the system defines the same "basic element" for different products or services, the "basic elements" of the product or service may be identical.

The "format information" in this specification can be divided into "first format information" and "second format information". The above-mentioned "primary shaping information" is generally "formal information" that does not change over time. For example, the model number, engine displacement, fuel consumption, Yes. On the contrary, "secondary form information" generally refers to "formal information" that changes over time. Therefore, in the case of a specific product or service, for example, a sales amount, an inventory amount, and the like, the price may be regarded as "secondary form information" when the supplier changes the normal price of a specific product or service or provides a discount price .

However, when a vehicle manufacturer mounts an engine having a higher exhaust amount to a vehicle of a specific model number from 2018, the engine displacement amount and fuel consumption amount may be changed. If the users do not purchase any specific clothing, , Inventory volume may not change either. Therefore, the above-mentioned " first order form information "and" second form information "for a specific product or service can also be understood as a relative concept. That is, a specific " first-order formal information "can also be a" second-order formal information "that varies with time depending on the situation. On the contrary, Information ".

As used herein, the term " information source "refers to any company or individual who can provide or provide atypical information about a specific product or service, as well as any environment in which the company or individual can upload the atypical information, Collectively. Therefore, the above-mentioned "information source" is a wholesale company or an intermediary company that supplies a product or service of a manufacturing company or a service providing company to a user, a service providing company that directly provides a specific service, Or an online company provided to the user in an environment such as a cloud.

FIG. 1 is a block diagram of an embodiment of a fixed information providing system for obtaining various unstructured information from the outside, converting it into formal information, and providing it to a user.
FIG. 2 is a block diagram of a configuration information providing system of FIG. 1, in which specific units of the system are included in a management server.
Fig. 3 is a block diagram of a configuration in which an input unit, an output unit, and a control unit are mounted on a user's computer, an information processing apparatus, or a wireless communication device, according to different embodiments of the stereotyped information providing system of Figs.
FIG. 4 is a diagram illustrating an example of a process in which the construction unit of various types of information providing systems of the present invention extracts basic elements from unstructured information, and then constructs formal information using the basic elements.
5 is an example of a result of outputting the shaping information constructed by the building unit of FIG. 4 to the output unit.
FIG. 6 is an illustration of source codes for performing the processes illustrated in FIGS. 4 and 5.
FIG. 7 is an illustration of source codes for performing the processes illustrated in FIGS. 4 and 5.
FIG. 8 is an illustration of the form information constructed by the building unit of the various form information providing systems of the present specification.
FIG. 9 is an example in which the output unit interactively outputs the form information constructed by the building unit of the various form information providing systems of the present specification.
10 is an embodiment of a flowchart for predicting a basic element corresponding to a missing element in atypical information by a prediction unit of various orthographic information providing systems of the present specification.
11 is an embodiment of a flowchart for determining whether a prediction unit of various form information providing systems of this specification actually applies a discount code to each product or service included in a search result.
12 is an example of a source code for determining whether or not a discount code is applied by the prediction unit of FIG.
13A to 13G are diagrams for explaining a case where the various types of formal information providing systems of the present invention are required to be provided to a user of the formal information, Are examples of time signals corresponding to the remaining time period.
Figs. 14A to 14D are examples of results obtained by synchronizing or linking the first-order form information and the second-order form information with the various form information providing systems of the present specification.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Various aspects of the various form information providing systems described herein, the various units of the system, the various methods of implementing and using the system, and the various applications to which the system is applied, Various embodiments and detailed embodiments will be described.

However, various forms of information providing system, various units of the system, various software and hardware of the system, various methods of implementing and using the system, and various applications for applying the system, The present invention is not limited to the various aspects, embodiments and detailed embodiments of the present invention. Various aspects, embodiments and detailed embodiments of the various formal information provision systems, various units of the system, software and hardware, methods and uses thereof, and the like, as well as the various systems, units, methods, And is intended to be described below.

Accordingly, various aspects, embodiments and specific embodiments of the invention may be modified in various ways at the level of ordinary skill in the art without departing from the scope and spirit of the person skilled in the art. have. Thus, a variety of formal information provision systems, a variety of units of the system, software and hardware, and various methods and uses that have been modified in the manner of those skilled in the art, and the like, are also within the scope of the present specification information providing system or various methods and uses thereof .

The sixth aspect of the present disclosure (6 ^th aspect) is a different unit, the various methods and uses relating to a wide variety of shaping the information providing system, the system providing to the user after securing a variety of unstructured information and converts it to a fixed form information. To this end, the above-described formal information system can be implemented in various configurations and can be used in various ways, and can be applied in various ways. To this end, the format information providing system includes one or more control units, and may include [1] one or more management servers, [2] software capable of replacing some or all of the management servers [3] includes a chip on which part or all of the above software or computer code is installed; [4] an external device on which all or a part of the software or computer code is installed; Or [5] be made to execute all or part of the software or computer code stored in the cloud or other Internet environment.

FIG. 1 is an example of a block diagram of a variety of format information providing systems of the present invention, which obtains various unstructured information from the outside and converts it into format information and provides the format information to a user, according to an embodiment of the sixth aspect. 1, the format information providing system 100 includes at least one management server 200 and at least one irregular information database 300 (hereinafter abbreviated as " atypical information DB ") and one The above-described configuration information database 400 (hereinafter abbreviated as "configuration information DB ") may be included. The configuration information DB 400 includes at least one primary configuration information database 410 (hereinafter abbreviated as "primary configuration information DB") and at least one secondary configuration information database 420 Quot;), and the like.

1, the system 100 includes at least one configuration information generating unit 500 (hereinafter abbreviated as " building unit "), at least one configuration information output unit 700 (abbreviated as " output unit " hereinafter) one or more fixed form information input unit 750 ( "the input unit" in abbreviation), one or more shaping information prediction unit 600 (hereinafter abbreviated as "prediction unit"), one or more fixed form information control unit 800 (hereinafter referred to as " Control unit ") and the like.

The input unit 750 senses various mechanical or electrical input signals applied by a user by using a conventional sensor. The output unit 700 may be a display device such as a visual signal using a display, an auditory signal using a speaker or other voice- Generates a tactile signal using a vibrator or other tactile signal generating device and transmits it to the user. The control unit 800 is also connected to the building unit 500, the prediction unit 600, the output unit 700, the input unit 750, and the management server 200 in a direct or indirect manner So that the genitals control unit 800 can directly or indirectly operate various units or databases of the system 100. [

In general, the system 100 of FIG. 1 receives [1] a user input signal using the input unit 750, [2] uses the construction unit 500 to generate various irregular (3) extracting basic elements from the atypical information using the construction unit (500), arranging the basic elements according to a specific format, and building up formal information, [4] The format information is provided to a user using the output unit 700. In addition, when one or more basic elements are missing from the atypical information, the system 100 uses the prediction unit 600 to calculate the missing elements by various methods to obtain estimation elements, and the construction unit 500 ) May provide the calculation element to the user in the form information.

Therefore, within the range in which the above-described functions can be performed, each unit of the embodiment can be manufactured and arranged in a configuration different from that of FIG. 2 shows an example of the system 100 installed in the management server 200 by the construction unit 500 and the prediction unit 600. The system 100 having such a structure is largely managed An input unit 750, an output unit 700 and a control unit 800 disposed outside the server 200 and the management server 200. However, in addition to the differences, the format information providing system of FIG. 2 may be considered to be the same as or substantially similar to the format information providing system of FIG.

In the case of the system 100 illustrated in FIGS. 1 and 2, the construction unit 500, the output unit 700, the prediction unit 600, the control unit 800, It can be manufactured in the form of software or computer code that can be installed in the management server 200. Alternatively, the units may be partly or entirely made of a chip having the software or computer code, or may be provided in the form of an additional device which is equipped with the software or computer code and can be added to the management server 200 It can be rewritten.

Also, in the case of the system 100 illustrated in FIGS. 1 and 2, the input unit 750 may be configured to transmit an input signal directly from a user. Alternatively, when a user transmits an input signal to a user's computer, an information processing device, or a wireless communication device, the input unit 750 may be configured to receive the input signal from the computer, the device, and the device. Similarly, the output unit 700 may be configured to transmit various output signals (i.e., time signals, audible signals, tactile signals, etc.) directly to the user. Alternatively, the output unit 700 may transmit a specific control signal to a user's computer, an information processing apparatus, or a wireless communication device, and the user's computer, information processing apparatus, or wireless communication device, It can also be made to be delivered to the user.

The features of the system 100 illustrated in Figures 1 and 2 are the isolation of the system 100 from the user. That is, since the construction unit 500, the prediction unit 600, the control unit 800, and various DBs necessary for constructing the format information from the irregular information provided by a plurality of information sources are configured as a part of the system 100, It can be considered that there is almost no unit of the system 100 that can be directly operated by the user except for the unit 750. Therefore, the system 100 can securely operate the system 100, the management server 200, the various DBs 300 and 400, etc. from the hacking of a malicious user.

3 is an example of the configuration of the system 100 when some of the units are mounted on various computers, information processing apparatuses, or wireless communication apparatuses used by the user. For example, the system 100 of FIG. 3 may be implemented as an implementation of a configuration in which the input unit 750, the output unit 700, and the control unit 810 are mounted on the computer, device, Yes. Accordingly, the input unit 750, the output unit 700, and the control unit 810 can be installed in a user computer or other information processing apparatus such as [1] a desktop type, a laptop type or a pad type, or [2] A wireless communication device such as a wireless telephone, a cellular phone, a smart phone, or the like. Accordingly, some or all of the input devices of the user computer, the information processing device, or the wireless communication device may be extracted or used by the input unit 750 of the system 100, or [2] Some or all of the output device may be extracted and used as the output unit 700 of the system 100, or [3] a part of the CPU or operating system (i.e., O / S or operating system) of the computer, All of which may be derived and used by the control unit 810 of the system 100. [

3, when the user sends an input signal to the control unit 810, and thus the control unit 810 reads information from a particular DB or stores new information in a particular DB, The system 100 may be constructed so that the DB 100 or the management server 200 can operate the DB 100 or the management server 200 directly. However, in this case, the system 100 may be hacked by a malicious user.

Therefore, the system 100 may be configured to operate the management server 200 irrespective of a user's input signal or a user's operation. For this, the system 100 may install a separate control unit 820 at a position that can not be operated by the user or directly to the management server 200, so that the control unit 820 can control the management server 200 Of course, the building unit 500, the prediction unit 600, and various DBs can be managed to be managed. Also, if necessary, the control unit 820 can be configured to operate one or more of a wireless communication device, an information processing device, or an input device, an output device, a CPU, an operating system, and a storage device of the user's computer.

Although not illustrated in FIG. 3, the system 100 may be configured to install some or all of the construction unit 500 or the prediction unit 600 in a user computer, an information processing apparatus, or a wireless communication device. In this case, the construction unit 500 or the prediction unit 600 can be installed in the computer, the apparatus or the apparatus, and can be manufactured in the form of software or computer code capable of executing the functions of the units 500 and 600 . Alternatively, some or all of the building unit 500 and the prediction unit 600 may be fabricated as a chip having the software or the computer code and mounted on the computer, apparatus, or device. Alternatively, some or all of the building unit 500 or the prediction unit 600 may be rewritten in the form of an additional device equipped with the software or the computer code and capable of being detached from the user's computer, device or device.

Although not shown in FIG. 3, the system 100 may be provided with a part or all of the irregular information DB 300 or the fixed information DB 400 in a user computer, an information processing apparatus, or a wireless communication device. In this case, the user can extract and use various storage devices of the user computer, the information processing device, or the wireless communication device with the DBs 300 and 400, The storage device can be directly manipulated.

Furthermore, the system 100 may be configured such that all units and all databases are installed in a user computer, an information processing device, or a wireless communication device. Therefore, in such a configuration, the user can directly operate the system 100 without an external server.

The control unit 800, 810, 820, the building unit 500 or the prediction unit 600 can be manufactured in the form of software or computer code, as well as the above-described FIGS. 1 to 1C as well as modifications of these embodiments. have. In this case, the software or a part or all of the computer code may be included in the operating system of the user computer, the information processing device, or the wireless communication device, or may be manufactured in the form of an application that can be downloaded to the computer, device or device .

Accordingly, the system 100 may use [1] the management server 200 alone, [2] use the management server 200 and one or more of the units separately installed, or [3] ) And a variety of methods and applications described above and below may be implemented using one or more of the units mounted on a user's computer, a user's information processing device, a user's wireless communication device, or various external devices. In particular, when the user computer, the information processing device, the wireless communication device, and the like do not include a display, the system 100 may implement various methods and uses of the above and below using an external display or a display of a wearable device have.

In the following, functions and mutual configurations of the various units of the system 100 will be described in detail. As described above, the " structured information building unit "or the" building unit "500 is an information source that can be easily accessed and utilized such as the existing Internet, (Eg, retailers, Internet shopping malls, etc.) or service providers (ie, service direct suppliers, service indirect suppliers, etc.). Alternatively, the building unit 500 may use the application programming interface (API) to designate the name or detail name, color, pattern, brand or model name, price, It is possible to secure various unstructured information about the user.

Then, the building unit 500 constructs the shaping information by extracting the basic elements necessary for constructing the form information from the atypical information, and arranging the basic elements according to a specific format. Also, if necessary, the construction unit 500 may perform a formatting in which unstructured information expressed in various languages, expressions or various orders is arranged or processed in a single language, a specific order, or the like, so that the atypical information may be included in a single or a common language It is possible to convert the information into the format information in two or three languages and provide it to the user.

For example, the construction unit 500 may use a product specific number for a specific ladies' skirt of a particular apparel manufacturer, use the image of the skirt, use the model name and unique number of the skirt, Assume that the character (or tag) analysis results in the following unstructured information for the skirt from different product suppliers in three countries: the United States and France.

That is, the domestic famous online shopping mall website provides atypical information of "female / black / skirt / ₩ 36,000" together with the image 1 of the skirt, and the website of the US outlet located at the border of the United States and Canada provides image 2 , And the website of the fashion boutique in France provides informal information of image 3 of the same skirt and "femmes / noir / jupe / € 20.00" to be.

The construction unit 500 first determines the nationality of the user or the language preferred by the user, translates each atypical information into the language (for example, English), converts the price into US dollars, . Also, when the image is to be included in the format information, the construction unit 500 selects [1] only one of the same or different images provided by each product supplier and selects it as a basic element, or [2] [3] Alternatively, all images provided by each provider can be selected as they are as they are. In particular, in the case of [2] or [3] described above, the construction unit 500 may be configured to [1] simultaneously publish a plurality of images to a user in a horizontal or vertical direction, [2] Or [3] publish the images one at a time in sequence.

More specifically, when only one of a plurality of images for the same product or service is selected as a basic element and included in the form information, the construction unit 500 selects [1] an image provided by a specific provider, [2] choose the image provided by the supplier with the lowest price, or [3] select the image with the highest resolution. On the other hand, when a plurality of images provided by a plurality of suppliers are selected as basic elements and included in the format information, the construction unit 500 sequentially displays [1] images each time the user inputs an input signal Or [2] sequentially post a next image every time a predetermined time elapses, or [3] simultaneously publish two or more images.

As described above, the building unit 500 can be manufactured as software or computer code, and can be manufactured as an application part of the management server 200 or as an application that can be downloaded and executed by the management server 200. Alternatively, the building unit 500 may be included in an operating system of a user computer, an information processing device, or a wireless communication device, or may be manufactured in the form of an application that can be installed in the computer, device, or device.

Alternatively, the building unit 500 may use a separate server from the management server 200, or a program or software stored in another web site or in the cloud. In this case, the building unit 500 may use the program or software So that the functions described above and the following can be performed. Therefore, as long as the above-described functions and the following functions are performed smoothly, the construction unit 500 can be manufactured and installed with various types of programs or software.

As described above, the construction unit 500 extracts a basic element from atypical information provided by an information source such as an individual product supplier or a service provider. In most cases, however, the atypical information often includes different basic elements and other elements, and there are many cases in which the reliability, as well as the accuracy, of each element are different. Therefore, although atypical information provided by multiple suppliers may contain common elements, it often happens that one supplier omits the elements provided by other suppliers.

If the missing element is not a basic element to be included in the formatting information, no serious problem will arise. However, if the missing element is a basic element of the form information, the construction unit 500 obtains a calculation element for the missing element using interpolation, extrapolation, or estimation, You can build formal information that contains elements as primitives.

For example, the construction unit 500 may analyze the peripheral information of the atypical information in which the missing element is found, and then perform the existing interpolation method based on the information of the two peripheral information centers to calculate the estimation element for the missing element . For example, a user would like to purchase a skirt made only of 100% cotton, but atypical information is the price of the same design skirt of the same brand (information 1) made with pure wool (100% wool) (Information 2) of the same design skirt of the same brand can be assumed. In this case, the construction unit 500 estimates a calculation element for the price of the cotton cloth skirt by taking an arithmetic average of the two pieces of information, or calculates a weight from the price difference of the two pieces of information, , It is possible to estimate the estimation factor of the price of the cotton skirt.

However, if the position where the missing element is found is the first information or the last information of the atypical information, the accuracy of the estimation element obtained by the interpolation method is inevitably lowered. In this case, the construction unit 500 may perform an existing extrapolation method based on the information of the first part or the end part instead of the interpolation method to secure a calculation element for the missing element. For example, the user wishes to purchase a coat made of pure hair, but the above-mentioned atypical information has the same brand and same design but the price of the coat (information 1) of 30% It is assumed that the price includes only the price of the outer coat (information 2). In this case, the construction unit 500 calculates the difference between information 1 (30% pure coat price) and information 2 (70% pure coat price), and then uses the extrapolation method to estimate the difference Can be estimated.

Also, when the existing interpolation method or the extrapolation method is not suitable for estimating the estimation element for the missing element, the construction unit 500 may estimate the estimation element using another existing method. For example, if the missing element can be represented by a number, the construction unit 500 may calculate an arithmetic average, a geometric average, or a weighted average of two or more pieces of information around the missing element of the atypical information (weighted average), and use it as a calculation element for the missing element. For example, suppose that the price of Supplier 1 is $ 50, the price of Supplier 2 is $ 100, the price of Supplier 3 is $ 80, and the price of Supplier 4 is missing for a particular service of a particular brand. In this case, the construction unit 500 may estimate the price of the supplier 4 from the arithmetic mean or geometric average of the prices of the suppliers 1, 2 and 3, and use the estimation factor. Or the prices of the suppliers 1, 2, and 3 for other products or services, and obtains a weighted average by using the weighted values.

On the other hand, if the missing element can not be represented by a number, the construction unit 500 may not be able to easily use the various methods described above, but after analyzing the missing element itself or the terms of the surrounding information, Estimation elements for the missing elements can also be obtained based on analysis of common words or expressions, different words or expressions, interpretable words or expressions, and the like. In particular, this technique is similar to existing techniques such as natural language processing, semantic analysis, text mining, and data mining. Thus, the building unit 500 may use these existing techniques, or may improve the accuracy of the estimation factors for the missing elements by concurrently combining these existing techniques with the interpolation, extrapolation, or estimation.

For example, the construction unit 500 may estimate the estimating factor through an existing semantic analysis technique. To this end, the constructing unit 500 may determine the missing or unreacted information of the atypical information, It analyzes the language of the surrounding information and determines how to correspond the missing elements based on the syntax of the language of the atypical information or the language of the surrounding information or the syntax analysis, Can be used to estimate the estimating factor for the missing information. To this end, the building unit 500 may use various existing semantic analysis programs, corresponding formal systems, and existing techniques based thereon.

Also, the construction unit 500 can estimate the estimation factors for the missing elements through an existing text mining technique. To this end, the construction unit 500 may extract the estimation element for the missing element by using an existing technique for processing the language of the atypical information in which the missing element is found or the language of the surrounding information in a natural language have.

Alternatively, the building unit 500 may estimate the estimation factors for the missing elements using existing data mining techniques. For example, the construction unit 500 acquires information related to the missing element by using a specific feature (sequential pattern, similarity, etc.) among the unstructured information stored in the irregular information DB 300, Can be estimated. In general, the data mining technique is a process of finding or estimating useful information, such as basic elements, among a large amount of unstructured information stored in the irregular information DB 300. Therefore, as the amount of irregular information stored in the DB 300 increases, The accuracy of the estimating element that the unit 500 estimates using data mining may also increase. If the amount of data stored in the DB 300 is relatively small and it is difficult to calculate the estimation factor for the missing information or the accuracy of the estimation factor deteriorates, the construction unit 500 may completely or externally In addition, it is possible to increase the reliability of the estimation element for missing elements.

Meanwhile, the construction unit 500 may estimate the estimation element for the missing element using the existing machine learning technique. For example, the building unit 500 may use the artificial intelligence to generate the amount, generation cycle, or generation amount of unstructured information secured from information sources such as a product supplier or a service provider, as well as various information sources such as the existing Internet and the cloud By analyzing the big data such as the format itself, various irregular information can be learned by oneself. On the basis of this, if the missing element of the atypical information is found later, the construction unit 500 can estimate the estimation element for the missing element by itself.

Also, the construction unit 500 can estimate the estimation factor for the missing element by using the existing deep learning technique. For example, the construction unit 500 may use atypical information obtained from an existing information source such as the Internet or the cloud using an artificial neural network having a multi-structure, as well as atypical information The generation amount, the generation period, or the generation format of the artificial neural network is learned by itself, thereby forming an artificial neural network having the ability of unsupervised learning. If a missing element is found out of the atypical information on the basis thereof, the construction unit 500 estimates the estimation element for the missing element by preprocessing the irregular information through non-affine learning.

For example, the construction unit 500 may use the product unique number for a specific woman's skirt of a particular product manufacturer, use the image of the skirt, use the model name or unique number of the skirt, Assume that the character (or tag) analysis results in the following unstructured information for the skirt from different product suppliers in three countries: the United States and France. The domestic online shopping mall website provides information such as "female / black / mini / $ 36,000" along with image 1 of the above skirt, and an outlet website located at the borders of the United States and Mexico provides "women / black /skirt/$9.99/end-March "and the sale of the discounted price will be announced until the end of March, while the fashion boutique website in France will display image 3 of the skirt and information" noir / jupe / € 20.00 " to provide.

The building unit 500 translates all the characters into Korean after confirming that the user is a Korean national. In addition, the building unit 500 confirms that the product is a skirt from the image 1 of the domestic web site, and then adds a calculation element for missing elements such as "skirt" and "normal price" to the information of the domestic web site. The building unit 500 also recognizes that the length of the skirt from the image 2 of the US website is short, then adds the estimation element for the missing element "mini" to the information on the US website, Information is also added to the information in the same way, such as "mini" and "normal price". As a result, the construction unit 500 constructs the formal information 1 of "female / black / skirt / mini / ₩ 36,000 / normal price" from the atypical information of the domestic supplier, / Mini / ₩ 9,900 / discount price end of March ", and it is possible to construct stereotypical information 3 of" female / black / skirt / mini / ₩ 30,000 / normal price "from unofficial information of the French supplier .

Also, the construction unit 500 may construct the format information from the atypical information provided by each information source, and then store the format information in the various DBs of the system 100. In this case, the construction unit 500 may compress and store the format information for each information source. For example, in the case of the above paragraph, the construction unit 500 stores all of the basic elements "female", "black", "skirt", and "mini" Instead, they can only be stored in a single piece of orthographic information. For example, the official information on the domestic website is "Female / Black / Skirt / Mini / ₩ 36,000 / Regular Price", while the US website has "₩ 9,900 / Discount Price End of March" "₩ 30,000 / normal price" can be handled briefly. Accordingly, the system 100 can store the various types of information described above using a minimum storage space.

As another example, the construction unit 500 can estimate the estimation information on the missing element by analyzing the image of the image or the surrounding information included in the irregular information in which the missing element is found. For example, the construction unit 500 may generate an image of irregular information in which a missing element is found or an image of the missing element surrounding information in a 2D or 3D object recognition (2D / 3D object recognition) an image segmentation technique or a 3D pose estimation technique to estimate estimation factors for the missing elements.

For example, if the atypical information designates the name of a specific product as garment but the detailed name of the garment is missing, the construction unit 500 analyzes the image of the product to determine whether the product is perceived or not, And so on. When the atypical information omits the model name of the product, the construction unit 500 calculates the model name of the product, which is a missing element, from the model name of the other product having characteristics similar to the product among the other products supplied from the same product supplier You may.

As described above, the construction unit 500 of the various formal information building system of the present invention identifies elements missing in different atypical information provided by different information sources, and automatically adds calculation elements therefor, Atypical information can be formatted in ~ 3 languages. As a result, the user can overcome the inconvenience of collecting and comparing a large number of different atypical information, selecting and searching for as many manufacturers or suppliers as possible with a simple keyword search, and then purchasing a product or service at the most favorable price .

As shown in FIGS. 1 to 1C, the "format information output unit" or the " output unit " 700 of the format information providing system 100 includes a part or all of the format information obtained by converting the various irregular information described above into a format May be posted as a time signal to the display of the system 100 in accordance with the default mode or user preference of the system 100 or may be displayed separately or together with the time signal An auditory signal or a tactile signal can be generated and provided to the user.

Generally, the output unit 700 of the system 100 can be operated by a program installed in the management server 200 or the management server 200. Therefore, the output unit 700 can be operated by various types of programs or software, as long as the output unit 700 performs the functions described above and below smoothly. Alternatively, the system 100 may control a part or all of the output unit 700 by connecting a program or software stored in a server or a cloud separate from the management server 200 and using the program or software.

As described above, the output unit 700 of the system 100 may generate at least one of a visual signal, an auditory signal, or a tactile signal, and may transmit the first or second stereotyping information to the user. The output unit 700 may be installed to be controlled by the management server 200 or the control unit 800. In addition, the system 100 may utilize a display, a speaker, or a vibrator of a user computer, an information processing apparatus, or a wireless communication device as the output unit 700. Accordingly, various embodiments will be described below in which the output unit 700 generates visual information using the display of the system 100 or the display of the computer, apparatus, or device, and transmits the visual information to the user.

For example, when the format information is mainly a character, the output unit 700 displays the character on the display according to an initial setting form or a user setting form, It can be the same or similar to the posting form. If the formatting information is mainly an image, the output unit 700 posts an image to the display according to an initial setting form or a user setting form. At this time, the output unit 700 can change the color, size, etc. of the image and post an image meeting the standard of the formal information. Alternatively, the output unit 700 may directly post an image of a product or service provided by an information source such as a product or a service provider.

As described above, the output unit 700 can uniformize or format the sizes of various images and post it in order to convert information on various products or services into the format information. In particular, when the output unit 700 publishes images of different products or services provided by various products or service providers, the output unit 700 may uniformize or format the images and publish them, Can be easily compared and selected.

Also, if necessary, the output unit 700 can allow a user to directly access a product or service provider's online shopping mall website to directly compare and select a product or service. To this end, A link can be posted or atypical information as well as stereotyping information including the hyperlink can be posted. In this case, rather than directly providing the image posted on the product or the service provider's online shopping mall website, the size and arrangement of the image may be adjusted so that the image is uniformed or formatted with other images posted by the output unit 700 And the hyperlink may also be conveniently provided to a user by posting the hyperlink in a specific format on a specific location of the display.

In general, stereotypical information often includes both textual content and related images. Therefore, the output unit 700 produces contents and images to the user at the same time as described above. In this case, however, the content or the image is formatted and provided so that the user can easily compare various products or services. For example, the output unit 700 may always post an image of the product at a designated location on the display, while the content may be overlaid on the image or posted in a formatted order and size at a fixed location around the image.

In addition, when the atypical information about a specific product or service does not include or is missing an image related to the product or service, the output unit 700 may calculate the estimated image of the missing image by the construction unit 500 You can post stereotypical information to images that contain elements as primitives. However, since the image can not be represented by letters or numbers, the construction unit 500 analyzes the images related to the peripheral information of the missing image by using the interpolation method, the extrapolation method, or the estimation method described above, And estimate the estimation factor for the missing element. Alternatively, the building unit 500 can be implemented using existing techniques such as the semantic analysis, text mining, data mining, machine learning, or deep learning techniques described above, or by using the techniques described above with the interpolation, extrapolation, By using them in parallel, the accuracy of the estimated image can be improved.

However, if the system 100 does not include a display or if the system 100 includes a display but requires additional display for effective stereotypic information disclosure, the system 100 may utilize an external display. Accordingly, the system 100 can be manufactured so as to be detachable from the external display, or can be manufactured so that the external display can be driven when the external display is mounted.

In general, the portable secondary display can be used as the external display. In addition, various wearable devices that a user wears on his or her body can also be utilized as the external display. Accordingly, the wearable device can be used as an external display by mounting a small display such as a goggle, a watch, a bracelet, or a necklace that the user can use separately from the system 100.

As described above, the construction unit 500 performs a function of extracting basic elements by various methods and then constructing formal information including a part or all of them. FIG. 4 shows an example of a construction unit 500 for extracting basic elements from atypical information about clothing and then constructing formal information using the basic elements, and a flowchart for this construction. Although the various steps illustrated in FIG. 4 may all be performed by the build unit 500, the system 100 may alternatively perform one or more of the above steps using other units. However, for convenience of explanation, it is assumed below that the construction unit 500 performs all of the above steps. 5 is an example in which the output unit 700 posts the result obtained by the construction unit 500 of FIG. 4 on the display.

First, the user enters a search term for the garment in the input unit 750 of the system 100 to search for garments of interest to him. As shown in FIG. 4, the construction unit 500 receives the search term from the input unit 750 (step 001) and extracts one or more meaningful words or key words from the input unit 750 using an existing method such as natural language processing (Step 002). At this time, the construction unit 500 may selectively delete the non-keyword or non-keyword in the keyword provided by the user. If the construction unit 500 fails to process the natural language of the search word, the output unit 700 may notify that the natural language search has failed or may request the user to input a new search word (step 003). If the system 100 succeeds in natural language processing of the search term, the process proceeds to the next step to extract meaningful words or key words from the search term (step 004).

After extracting the meaningful words, the construction unit 500 performs a search for the words in an online, cloud, or other DB (step 005). If no garment is searched for the meaningful word, the construction unit 500 may notify the user of the search failure (step 006) and may request the user to input a new search word. On the other hand, if the construction unit 500 succeeds in searching for garments for the meaningful words (step 007), the construction unit 500 extracts basic elements from the search result. [2a] the name of the product manufacturer, [6a] the product model name or brand, [11a] the quantity of the product held by the supplier, [15a] the normal price of the product , [19a] product discount price, etc. are set as basic elements, the construction unit 500 can extract the basic elements from each search result. To this end, the construction unit 500 may extract the basic elements by using a conventional natural language analysis technique, a character reading technique such as optical character recognition (OCR), a semantic analysis technique, a text mining technique, a data mining technique, (Step 008).

Once the extraction of the system 100 or the user-defined basic elements from various unstructured information is completed, the construction unit 500 can construct the formal information by arranging the extracted basic elements in a specific format (step 009) . For example, the construction unit 500 constructs the formatting information by arranging the various basic elements of the above paragraph in a formal sequence in the form of formal words. Then, the construction unit 500 outputs a part or all of the shaping information to the output unit 700 (step 010).

FIG. 5 is an example of a case where the output unit 700 outputs the shaping information constructed by the construction unit 500. FIG. For example, FIG. 5A shows an example of the format information that the construction unit 500 outputs to the output unit 700, in which the construction unit 500 extracts a search word input by the user and significant words extracted therefrom These are the results of searching using. In particular, FIG. 5 (A) shows a case where the construction unit 500 arranges two pieces of format information 31 for product information providers searched in step (007) of FIG. 4 in one line. In addition, each form information in FIG. 5 (A) posts basic elements 32a such as an image, a detailed name of a product, a manufacturer name, a product price, etc. according to a specific arrangement.

5B, when a user has a specific garment among the search results, the user adds an additional input signal to the specific shaping information 33 among a plurality of pieces of shaping information 31 posted on the display, Additional information about the garment can be found, an example of which is shown in Figure 5 (C). 5C, the construction unit 500 starts the information 32a posted in FIG. 5B and the additional information 32a on the garment to the output unit 700 Thereby allowing the user to obtain more detailed information about the garment. In addition, when the user desires to purchase the clothing, the user may access the website of the provider providing the clothing by transmitting an input signal to the hyperlink 34 necessary for purchase as shown in FIG. 5D .

6 and 7 illustrate a part of the source code used for the search illustrated in FIG. 5, the extraction of the basic element using the result of the search, and the construction of the formal information using the extracted basic element . 6 and 7 (A) are source codes for a step of receiving a search word included in a user's input signal, and Figs. 6 and 7 (B) (C) and (D) of FIG. 6 are source codes for a step of extracting a meaningful word or a key word after excluding an unnecessary word from a search word input by a user.

6 and 7E show only the results satisfying constraints (price maximum value, alignment condition, etc.) directly input by the user when extracting the meaningful words in FIGS. 6 and 7 (D) 6 and 7F illustrate examples of the basic elements defined by the system 100 or user in order to construct the formatting information according to this method, It is the source code for the steps to place into standard.

Also, the construction unit 500 can construct a single or a plurality of form information from a plurality of unstructured information. For example, the building unit 500 may construct a single set of information that includes all of the basic requirements (e.g., the basic requirements 1 to 10) extracted from a plurality of atypical information. Alternatively, the building unit 500 may construct the formal information including only a part of the plurality of basic requirements (i.e., the basic requirements 1 to 10), and may include the formal information including only some basic requirements different from the formal information . For example, formal information 1 includes only basic requirements 1, 3, 5, 7 and 9, while formal information 2 includes basic requirements 2, 4, 6, 8 and 10, while formal information 3 includes basic requirements 1 and 6 . That is, once the basic requirements are extracted from a large number of atypical information, the building unit 500 can construct single or multiple pieces of shaping information including all or part of the basic requirements.

In particular, the building unit 500 may construct a kind of master form information including all of the basic requirements, and then, if necessary, construct the form information including only a part of the basic requirement. Accordingly, if the user performs a search for a desired product or service with a specific search term and then simply modifies the search term, new configuration information can be quickly constructed using a part of the master form information.

FIG. 8 illustrates the form information that the building unit 500 of the various form information providing system 100 of the present invention establishes. First, a user inputs a search word for a specific product or service, and the user sets the basic information such as manufacturer, ladies', skirt, material, shipping period and price as basic information desired by the user. As a result of the search by the construction unit 500 using the search word, four providers are searched. The construction unit 500 combines Korean and English, and arranges them in a line in the order of the basic elements Is the shaping information in Fig. 8 (A). Accordingly, the user can easily determine the purchase of the skirt by comparing and reviewing the basic elements of his or her desired skirts.

On the other hand, the shape information of FIG. 8B is similar to the shape information of FIG. 8A, but there are some differences. For example, the basic element 2 and the basic element 3 of the formal information in FIG. 8A are commonly the same in all search results, and as a result, the third and fourth rows in FIG. 8A include common information do. On the other hand, instead of listing the common information as shown in FIG. 8B for each supplier, the common information in FIG. 8B is stored only once at a specific location (in this case, the bottom row) of the format information . Accordingly, the system 100 can store the same formatting information using a small storage space.

In general, the words "women" and "skirt" which are the common information of the form information in FIG. 8A are mostly included in the search word searched by the user. Therefore, the construction unit 500 may store the common information in a different location rather than including the common information. For example, the construction unit 500 may include the common information in the file name of the format information, or may create and manage a separate file storing only the common information.

9 is an example in which the output unit 700 interactively outputs the form information constructed by the building unit 500 of the various form information providing systems 100 of the present specification. In particular, the system 100 of FIG. 9 posts these basic elements interactively and sequentially to the display as the user reviews the different products or services of the same or different suppliers in detail.

For example, FIG. 9A corresponds to FIG. 5B, in which a user inputs a search word, the construction unit 500 ends the search, extracts basic elements from the unstructured information of the retrieved products , It is a case that it is organized into a specific format and structured information is constructed. It is assumed that the user among the products retrieved in FIG. 9A refers to the basic elements of the products in the order of (31a), (31b), and (31c).

9 (A) to 31 (A), the output unit 700 of the system 100 receives basic elements such as images for the product 31a as shown in FIG. 9 (B) (32a), (32b). Further, the output unit 700 posts the format information 35 for the product 31a to a specific portion (in this case, the lower end) of the display.

Fig. 9 (C) corresponds to a case where the user who confirmed the product 31a confirms the next product 32b. At this time, the output unit 700 can display not only the basic elements 32a and 32b for the product 31b but also the product 31b that the user is currently confirming in a specific part of the display, And the shaping information (35) of the template (31a). Accordingly, the user can more easily compare the product 31b currently under review with the product 31a previously reviewed.

FIG. 9D shows a case where the user who confirmed the product 31b confirms the next product 31c. At this time, the output unit 700 not only includes the basic elements 32a and 32b for the product 31c but also the product 31c currently confirmed by the user on a specific part of the display, (31a) and the shaping information (35) of the product (31b) together. As a result, the user can more easily compare the product 31a and the product 31b that have been reviewed previously as well as the product 31c currently under review.

Referring again to FIGS. 1 to 1C, the "fixed information prediction unit" or the " prediction unit " 600 of the various types of fixed information providing system 100 in the present specification may be a product of a certain product or service, The user is provided with basic elements relating to the purchase necessity based on the user's position, such as the availability of the product or service based on the period and the prospect or prediction of the purchase point and the purchase possibility.

The forecasting unit 600 estimates a variety of goods by using the inventory quantity of a specific product secured by the building unit 500 or the demand for a specific service from an information source such as a product or a service provider as well as the existing Internet, Perform the prediction. For example, once the building unit 500 has secured the basic requirements [1] every time another user buys the product or service, [2] at a certain time, or [3] every time a user requests, (600) may provide the user with an inventory of the product or service or a sales period of the product or service, thereby making it easy for the user to determine the purchase of the product or service.

For example, if a certain product or service provider sets a certain period of time for selling a specific product or service at a specific price, even if the length of the period is constant, the remaining sales period due to the condition will always decrease with time , These basic elements correspond to the second-order form information that always changes with time. In addition, except for the situation where other users do not purchase the product or service at all, the inventory quantity of a certain product or service also decreases as the remaining sales period or the discount discount period becomes shorter, another example of the second formal information to be. Therefore, the prediction unit 600 may perform a function of providing or recommending a user to a prediction or prediction of the secondary shaping information.

To this end, the prediction unit 600 may calculate a sales remaining period or a price discount remaining period by subtracting the current period from the sales period or the price discount period set by the supplier, and provide the same to the user. In addition, the prediction unit 600 may include various unstructured information such as a remaining sales period for a specific product or service that can be secured directly or indirectly from an information source such as the Internet, a cloud, a product or a service provider, And extracts the basic requirements from it, formulates it, forms the formal information, and provides it to the user.

However, when it is difficult for the system 100 to quantitatively confirm an inventory amount of a specific product or service or a purchase status of another user who purchases the product or service, the atypical information can not be secured, I can not do it. Also, if you stop selling a product or service that the supplier has stocked up, it will be difficult to predict the remaining sales period or the remaining price discount period.

In this case, the prediction unit 600 may estimate the inventory or remaining amount of the product and the service through the interpolation method, the extrapolation method, or the estimation method through the interpolation method, the extrapolation method, or the estimation method, and then provide it to the user. Or using existing techniques such as the above semantic analysis techniques, text mining techniques, data mining techniques, machine learning techniques or deep learning techniques, or by using the techniques in parallel with the interpolation, extrapolation or estimation methods, The amount of stock or the remaining amount of the product can be calculated. The prediction unit 600 may provide the calculated secondary form information to the user at [1] intervals or [2] every time the user requests it.

Generally, the prediction unit 600 of the system can be manufactured as a part of the management server 200 or in the form of software or a computer program that can be installed in the management server 200. As long as the prediction unit 600 smoothly performs the various functions described above and below, the prediction unit 600 may be constructed of various types of programs or software, and may be provided in various forms and configurations As shown in FIG. Alternatively, the system 100 may access a program or software stored in a server or a cloud separate from the management server 200, and use the program or software as a part or the whole of the prediction unit 600. [

The prediction unit 600 may provide a variety of convenience to the user by providing the user with secondary shaping information that varies with time in various ways. For example, in the case of FIG. 4, the construction unit 500 extracts various basic elements (step 008), and then constructs the secondary shaping information by continuously or intermittently extracting basic elements that vary with time 009), all or a part of the secondary shaping information can be posted using the output unit 700 (step 010). Further, the construction unit 500 constructs the primary shaping information (step 009 ) Is posted to the output unit 700, and all or a part of the primary shaping information can be synchronized with the secondary shaping information varying with time and output to the output unit 700 (step 010) .

Alternatively, if there is a missing element among the atypical information provided by various information sources, the prediction unit 600 estimates the estimation element for the missing element using various existing methods, Can be replaced by a basic element. FIG. 10 is a diagram illustrating a case where the construction unit 500 of FIGS. 4 to 6 and 7 extracts a basic element from atypical information on a specific garment to construct shaping information, Is an example of a flowchart of the prediction unit 600 for estimating a basic element corresponding to an element. The various steps illustrated in FIG. 10 may be performed by all of the prediction units 600, but the system 100 may alternatively create one or more of these steps to be performed by other units of the system 100. However, for the sake of convenience of explanation, it is assumed that the prediction unit 600 performs all the steps necessary for estimating a basic element for a missing element.

The steps 1 to 7 of FIG. 10 are generally the same as the steps 1 to 7 of FIG. That is, when the user inputs a search term for his / her favorite clothing to the input unit 750 of the system 100, the construction unit 500 receives the search term from the input unit 750 (step 001) In order to extract one or more meaningful words or key words therefrom, a conventional method such as natural language processing is performed (step 002). If the natural language processing of the search word is successful, the construction unit 500 proceeds to the next step and extracts significant words or key words from the search term (step 004). The building unit 500 then assumes that it has searched for N sources that provide the user's preferred clothing by performing a search on the online, cloud or other DB for the words (step 005) .

The system 100 processes the search results of N unstructured information one by one using the building unit 500 and identifies basic elements included in the atypical information (step 012). When the building unit 500 identifies a basic element from a specific search result, the construction unit 500 extracts the basic element (step 013), and the construction unit 500 performs the same operation N times step 011 to step 014). However, if the building unit 500 fails to identify a basic element from the n-th search result, the system 100 estimates the estimation element for the missing element using the prediction unit 600, It is used as an element (step 016). The system 100 performs a basic element extraction operation on N irregular information N times using the construction unit 500 or the prediction unit 600 and arranges the extracted basic elements in a specific format, (Step 009). The system 100 then outputs a part or all of the formatting information to the output unit 700 (step 010).

In addition, the system 100 can use the prediction unit 600 to obtain not only a coupon code or a promotion code provided by various information sources such as a specific product or a service provider as well as online or cloud, After obtaining a discount code from a discount code supplier that does not directly provide or trade but provides the above discount code, the discount code is actually applied to the user's preferred product or service and the price of the product or service is actually discounted Or may be validated. The system 100 may inform the user whether the discount code is applied to the product or service according to the result so that the user can easily determine the purchase of the product or service. As a result, the user does not need to spend time and effort to receive the discount code from the discount code supplier and then apply the code to each of their favorite product or service provider websites.

Particularly, the prediction unit 600 provides convenience to the user by making it possible to automatically determine whether or not the discount code is applied without providing a separate input signal. For this, the system 100 may automatically perform the discount code authentication including an existing automated web browser. Alternatively, the system 100 may automatically perform the discount code authentication using an automatic web browser of the Internet or a cloud.

In this regard, in the case of FIG. 4 or FIG. 10, the automatic determination as to whether or not the discount code is applied may be considered to be possible at any stage after the system 100 obtains the search result (step 007) . However, since the step of selecting a product or service that the user prefers is generally after the construction unit 500 has constructed the form information for a specific product or service, It is possible before or after the system 100 constructs or outputs the form information (step 009) or (step 010).

Alternatively, if the user wonders whether or not the discount code is applied before the form information is established, the prediction unit 600 automatically determines whether or not the discount code is applied even before the form information for the specific product or service is established Can be performed. In this case, the prediction unit 600 may directly execute the discount code on the atypical information provided by the supplier.

As described above, the system 100 or the prediction unit 600 can confirm whether a specific discount code is applied to a specific product or service, and then deliver the discount code to the user through various methods. For example, the system 100 may include the result of applying the discount code as a basic element in the form information. In addition, when the application of the discount code varies depending on the coverage range of the discount code, the discount period, etc., the prediction unit 600 may include not only the discount code, but also other information related thereto, .

11 is a flowchart illustrating a method of determining whether or not a prediction unit 600 of the system 100 receives a product or a product included in the search result after the construction unit 500 of the format information providing system 100 acquires a search result from a search word input by a user FIG. 4 is a flowchart illustrating a procedure for determining whether or not a discount code is actually applied to each service. FIG. The various steps illustrated in FIG. 11 may be performed by all of the prediction units 600, but the system 100 may alternatively create one or more of these steps to be performed by other units of the system 100. However, for convenience of explanation, it is assumed below that the user is interested in a specific product, and the system 100 assumes that the prediction unit 600 performs all steps necessary for confirming whether a discount code is applied.

11 shows that the user has input a search word and thus the system 100 has obtained a plurality of search results and the construction unit 500 of the system 100 extracts basic elements from the search result, And the output unit 700 of the system 100 posts the shaping information on the display so that when the user selects one of the shaping information and confirms the detailed basic requirements for a specific product, Note that this corresponds to the case where the output unit 700 outputs the shaping information as shown in FIG. 5C to the display.

The system 100 can access the website of the supplier supplying the product as soon as the user browses the atypical information about the specific product even before the establishment of the form information for the specific product (step 031). Alternatively, the system 100 may measure the time or frequency with which the user views the specific formatting information, measure the user's gaze, and determine which of the plurality of formatting information posted on the display the user views the formatting information , A user confirms the direction of the screen in a direction of up, down, left, and right in order to view the stereotyped information posted by the specific web site, or confirms how many times the user inputs the input signal And the like. If the system 100 confirms the user's interest in the specific product, the system 100 accesses the web page of the provider providing the product using the prediction unit 600 (step 031) .

To this end, the prediction unit 600 confirms a web address for accessing a specific web page for posting the product among the web sites of the provider providing the product in the format information arranged according to a specific format, and accesses the web page . However, if the web address is not included in the format information, the prediction unit 600 acquires the unstructured information related to the product of the provider in the Internet or the cloud, Analysis method, a text mining technique, a data mining technique, a machine learning method, etc., to obtain a web address for a specific web page provided by the provider for the product.

As another example, the prediction unit 600 accesses the web site by clicking a hyperlink using an existing automatic web browser or the like after confirming a hyperlink that can be accessed from the atypical information to the provider's web site , And access the specific web page. As another example, the prediction unit 600 may acquire atypical information related to the provider on the Internet, a cloud, etc., and analyze the script of the html script, java script, or other format for the irregular information by the above- It is possible to access a specific web page by confirming a web address of a specific web page to which the product is posted or directly clicking on a hyperlink to access the specific web page from the script and then clicking on the hyperlink.

As described above, once accessing the specific web page of the provider, the prediction unit 600 delivers a signal to the provider to purchase a specific product or service using the automatic web browser described above (step 032) . To this end, the prediction unit 600 transmits a signal to the provider to confirm whether or not to click the hyperlink to store the product in the shopping cart, . In this case, the prediction unit 600 can identify the hyperlink using a conventional character reading technique, a semantic analysis technique, a text mining technique, a data mining technique, or machine learning. Alternatively, the prediction unit 600 analyzes a html script, a java script, or other type of script for the specific web page by the above-described method or technique, and then clicks on a hyperlink containing the product in the shopping cart or purchases the product A signal for clicking the hyperlink may be transmitted to the provider.

As the prediction unit 600 delivers the signal described in the paragraph above to the supplier, the provider publishes a new web page which can be paid for the product. The prediction unit 600 confirms a hyperlink to use a discount code to pay a discounted product price in the new web page, and clicks the hyperlink using the automatic web browser to send a corresponding signal to the provider (Step 034). Also, the prediction unit 600 can transmit the discount code secured in advance to the supplier using the automatic web browser (step 035). The above discount code delivery is also the same as or similar to the method of identifying the hyperlink of the above paragraph as well as the hyperlink indicating the intention to use the above discount code. Therefore, the prediction unit 600 uses the above- To identify and click on the hyperlinks.

However, before delivering the discount code to the supplier (step 035), the prediction unit 600 may utilize atypical information such as text, numbers, etc. associated with the discount code to simply indicate whether the discount code is easy to identify It may be inspected. For example, the prediction unit 600 may check [1] whether or not information on whether or not the discount code is applied to the established form information, [2] confirm the expiration date of the discount code, [3] checking whether the product selected by the user is included in the object to which the discount code is applied, or [4] existence of a minimum quantity or price that the user should purchase to receive the discount code discount And so on.

As described above, the prediction unit 600 performs an error check operation related to the discount code (step 036). If the error is confirmed in the discount code as a result, it can add a result indicating that the discount code can not be applied to the form information have. Regardless or irrespective of the addition of the resultant form information, the system 100 or the prediction unit 600 may use the output unit 700 to inform the user that the product is not an object of the discount code (Step 037).

Once the prediction unit 600 applies a discount code and sends a signal to the supplier's web site that the code has been applied (step 039), the supplier can set the price after applying the discount code to the product, (Step 040), and the system 100 receives it. Also, the prediction unit 600 secures the pre-discount price of the product from unstructured information provided by the supplier or from the form information constructed by the construction unit 500 (step 041).

Thereafter, the prediction unit 600 compares the difference between the price after applying the discount code obtained in step 040 and the price before applying the discount code (step 042). If there is no difference between the two prices, that is, if the price after the discount code application is equal to the price before the discount code application, it indicates that the discount code is not applied to the product. Accordingly, if the application of the discount code is one of the basic requirements, the prediction unit 600 can add the result of the discount code application to the format information. Regardless or irrespective of the addition of the resultant form information, the system 100 may use the output unit 700 to communicate to the user that the product is not subject to the discount code (step 037) ).

As a result of comparing the difference between the price after applying the discount code obtained in step 040 and the price before applying the discount code confirmed in step 041, , Which indicates that the discount code is applied to the product. Accordingly, when the application of the discount code is one of the basic requirements, the prediction unit 600 may add confirmation that the discount code is applied to the format information. Also, the system 100 may use the output unit 700 to transmit the result that the product is the application target of the discount code to the user (step 043).

FIG. 12 illustrates a part of a source code that automatically detects whether a discount code for a specific product or service is actually applied to the product or service, as illustrated in FIG. For convenience, the source code corresponds to a uniform resource locator (URL) of a particular product or service provider. However, when the system 100 confirms whether or not the discount code is applied in an actual situation, the result of the search using the user's search word includes the name of the product or the service provider, URL, etc., It can be easily used.

The format information providing system 100 of the present invention may determine whether or not to apply a discount code in steps or order different from the steps or procedures illustrated in FIGS. 11 and 3C. For example, steps (step 032) and (step 033) of FIG. 11 may be omitted according to the provider web page configuration. For example, if the web page includes a hyperlink requesting a user's discount code, the prediction unit 600 may need to perform the steps (step 032) and (step 033) by identifying and clicking on the hyperlink I will not. Also, the prediction unit 600 may check whether or not a direct discount code is applied without performing a pre-error check such as step 035 and step 036. That is, as long as the system 100 can automatically reduce or eliminate the user's effort by confirming whether the discount code is applied or not, the system 100 can determine whether the discount code is applied .

In addition, the system 100 may store the discounts applied to specific products or services, discount periods, and other discount conditions in a specific DB in the form of fixed information or unstructured information. Accordingly, when the user is interested in the same product or service in the future, the prediction unit 600 can promptly determine the information using the atypical information or the format information stored in the DB.

1 to 1C, the "formal information control unit" or the " control unit " 800 of the various types of formal information providing system 100 of the present invention not only performs the various control functions described above, Secondary form information, which may change or change with time, may be synchronized or correlated with the first form information, which may not change with time, and may be provided to the user. The control unit 800 also generates the secondary shaping information so that it can be synchronized to various types of primary shaping information at various points in accordance with an initial setting form or a user setting form of the system. Also, the control unit 800 may synchronize or link the primary shaping information to the secondary shaping information. In addition, as the user provides additional input signals and confirms additional information at the same or a different product provider or service provider's web site, the control unit 800 sends the primary or secondary form information to the user's additional input signal Synchronization or association.

[14a] Product Sale Period, [17a] Product Discount Price and Requirement, [19a] Product Price Discount Period and Requirement, [20a] Of the various forms of information, Since the secondary form information such as product discount price, discount period and requirement, [24a] inventory quantity of product, [25a] inventory quantity of other suppliers, etc. always changes with time, It can be highlighted as the most important factor. Therefore, the control unit 800 can synchronize or link the format information so that the user can more easily grasp the quadratic format information than the first format information, and if necessary, And may provide formatting information.

The control unit 800 may be fabricated as a part of the management server 200 or in the form of a computer code or software installed in the management server 200 as in the other units described above. Accordingly, as long as the control unit 800 performs the functions described above and below, the control unit 800 can be installed in the management server 200 in various forms and configurations with various types of computer code or software. Unlike the control unit 800, the system 100 may use a computer code or software stored in a separate server or cloud, and use the computer code or software as a part or the whole of the control unit 800.

1 to 1C are block diagrams of various embodiments of the various form information providing systems 100 of the present invention. The system 100 may have a number different from the number exemplified in FIGS. 1 to 1C Or may have a configuration different from the configuration illustrated in Figs. 1 to 1C.

For example, the management server 200 of FIGS. 1 to 1C includes two attached servers 300 and 400. However, the management server 200 may be manufactured as a single integrated server or may be divided into three or more attached servers You may. 1 to 1C are separated into an unstructured information DB 300 and a fixed information DB 400 and the latter 400 is further divided into a primary fixed information DB 410 and a secondary fixed information DB 420, etc. However, the DBs may be manufactured as a single DB 300 or 400, or the system 100 may be made to include three or more DBs. In other words, as long as each server, DB, and the like can perform the above-mentioned and following functions, the formal information providing system 100 of the present disclosure may include single or various number of servers or DBs, They can also be deployed, connected and used in a variety of ways.

The user can use various types of fixed information providing system 100 of FIGS. 1 to 1C in various ways to acquire various unstructured information from the outside and convert it into regular information. For example, a user can easily access the management server 200 of the system 100 by accessing the Internet using a user computer, a user's information processing device, or a user's wireless communication device. The Internet refers to a TCP / IP protocol or various services existing in an upper layer of the protocol. The Internet includes a hypertext transfer protocol (HTTP), a telnet (Telnet), a file transfer protocol (FTP) , A DNS (Domain Name System), a Simple Mail Transfer Protocol (SMTP), a Network Information Service (NIS), a Network File Service (NFS), and a Simple Network Management Protocol And the like. The Internet may be a wired or wireless Internet, or may be a core network integrated with a wired public network, a wireless mobile communication network, or a portable Internet. Also, the Internet includes all the communication devices that can connect to the management server 100 of the present invention by using a computer, an information processing device, a wireless communication device, or the like without using wired communication.

A computer used by a user refers to a wired or wireless computer terminal such as a desktop form, a laptop form or a pad form including a display together or separately. In addition, the user's wireless communication device may be a wireless phone, a mobile phone, a smart phone, or the like including a display, and more particularly, a cellular phone, a PCS phone, personal communications services phone, synchronous or asynchronous IMT (International Mobile Telecommunication) -2000. The user wireless communication device may also include a Palm personal computer, a personal digital assistant (PDA), a wireless application protocol phone (WAP), a mobile game station, A home appliance, or a communication device having a user interface capable of connecting with the management server 100 of the various types of information providing system of the specification.

As described above, the management server 200 exemplified in Figs. 1 to 1C includes at least one set information creating unit 210, a set information output unit, a set information prediction unit, a set information synchronization unit 220, And the units may include an integrated type of unit as long as they perform the functions of the cloud and the similar or the same unit of the other server as the unit.

Although not illustrated in FIGS. 1 to 1C, the management server 200 includes a user computer, an information processing device, or a mobile communication device connected to a web server of the management server 200 And may be functionally linked with a provider management program installed in the terminal through download. Accordingly, the management server 200 can estimate or secure atypical information about the product or service purchased by the user, as well as other information of the user or supplier through the atypical information.

For example, the management server 200 is a service management server that generally manages the formal information providing system 100 of the present invention. In particular, the management server 200 is a service management server for managing a detailed address of a user (for example, Address, destination address, and the like) to generate a unique address number for each user corresponding to the address, and store the unique address number in an appropriate storage space or DB, May be stored in the integrated address DB.

1 to 1C, a firewall for preventing hacking may be provided between the input terminal of the management server 200 and the other units, respectively. Also, the management server 200 allows a user to access the customer address DB or the integrated address DB through different manager accounts, so that the management server 200 can not only access the information but also the management server 200 ) Can be produced so as to effectively protect the information stored in various DBs. Also, when the user connects to the management server 100 using his / her computer, information processing device, or wireless communication device, a conventional firewall may be installed at the front end or the rear end of the connection to prevent hacking.

In the seventh aspect ( 7 ^th aspect ) of the various form information providing system 100 and various related methods of the present invention, the form information constructed by the form information establishing unit 500 may vary with time or may change according to the situation Instead of providing the secondary form information in the form of an existing image or text and providing the secondary form information to the user, it provides the audiovisual signal corresponding to the secondary form information to the user. Accordingly, the user can easily recognize the secondary shaping information at least qualitatively and easily, without necessarily viewing or reading the secondary shaping information of the image or text form. To this end, the control unit 800 synchronizes various visual signals with the first-order form information and provides them to the user.

As a first embodiment of the present invention, the system 100 gives each of the visual signals corresponding to the basic elements necessary for the user, for example, the elements corresponding to the above-described secondary shaping information, The controller 800 may provide the user with only the time signal or the time signal and the secondary form information. FIG. 13 is a diagram showing an example of a product sales period or a remaining period thereof, a product price discount period or a remaining period of the product sales period, which is a secondary form information which is required for the user and varies with time, And the abstract images corresponding to these are used as the visual signal. Accordingly, the user can easily perceive the secondary shaping information corresponding to the secondary shaping information depending on only the time signal, without necessarily viewing the secondary shaping information of the image or text form.

The control unit 800 may also use other images corresponding to the above-mentioned period or the remaining period as the visual signal in the images of Fig. The control unit 800 may also post the visual signal at various locations of the display and may change the size or position of the image or visual signal if necessary.

In particular, when the display displays an image representing a specific product or service, the control unit 800 may post the visual signal at various positions such as up, down, left, and right of the product image. For example, the control unit 800 may arrange the time signals on the upper, lower, left, and right sides of the image, or may overlap the images. Alternatively, when the display simultaneously publishes a plurality of product pictures, the control unit 800 may post the time signal to a certain place on the display. However, as the user selects a plurality of product images, the control unit 800 may start the visual signal for the selected product at the predetermined location.

As a second embodiment for various visual signals, the control unit 800 may be configured to receive a visual signal such as a specific color, a specific hue, a contrast, etc. instead of the visual signal of the image or emoticon form of the above- It is possible to provide the visual signal to the user by using the characteristic of the color as the secondary shaping information or by using the characteristic of the color that compares the color, hue or contrast of the secondary shaping information with the primary shaping information as the secondary shaping information have.

The control unit 800 may use a time signal indicating the characteristic of the color as a frame or background of the product image, a frame or background of the first shaping information. Alternatively, the control unit 800 may synchronize or link the secondary shaping information provided by the time signal by arranging a part of the frame or background, or vertically and horizontally on the frame or background, with the primary shaping information.

For example, the user may visually indicate that the end of the price discount period of the product is approaching or the inventory of the product is decreasing as the color or hue of the image of the particular product searched for is changed from blue to red It can be easily detected. Alternatively, the control unit 800 may display the image of the product in a light color or a tint, and then, as the inventory of the product decreases, or as the price discount period expires for the product, Or color tone. Alternatively, the control unit 800 may change the size or position of the image of the product disclosed in the display or the primary shaping information of the product, or move or rotate the photographic or primary shaping information at a high speed And may provide the secondary shaping information.

As a third embodiment for various types of visual signals, the control unit 800 controls the color characteristics such as the visual signal of the image or emoticon form of the first embodiment, the specific color, the hue or the contrast of the second embodiment described above A plurality of visual signals for a plurality of secondary shaping information can be provided to the user by using a plurality of visual signals together or using a plurality of visual signals using a visual signal or other image or color.

For example, the control unit 800 may provide a time signal corresponding to the sales or discount remaining period of the product on one side of the top, bottom, left, and right sides of the product image and provide a time signal corresponding to the inventory amount of the product on the other side . Alternatively, the control unit 800 may provide the above-described plurality of time signals on the same side or in a concentric form.

FIG. 14A shows a case where the hourglass-like visual signal 51 is placed inside the product image as an example of the third embodiment. Thus, the control unit 800 may provide the user with a visual signal corresponding to the sale or discounted remaining time of the product. Also, when the remaining time period is shorter than a predetermined time period as indicated by an arrow in the drawing, the time signal moves up and down the picture and informs the user of the remaining time period.

FIG. 14B shows another example of the third embodiment in which the pile-shaped visual signal 52 on which clothes are stacked is placed inside the product image. Therefore, the control unit 800 provides the user with a time signal corresponding to the quantity of the stock of the product. Also, although not shown in the figure, when the remaining amount of the product inventory is less than a certain number, the control unit 800 may move the time signal 52 up, down, The user is informed of the remaining amount of stock that is not too much. Or the control unit 800 may modify the size of the time signal 52 or change the background color.

Also, when the product supplier sells a particular product of various colors, the control unit 800 may provide the user with the remaining amount of the inventory product for each color. For example, when the remaining time of each color is posted without displaying the time signal 52 of FIG. 5B as a single color, the user can instantly visually grasp not only the remaining stock amount of the product but also the remaining amount of each color do.

FIG. 14C shows another example of the third embodiment in which a pair of brick blocks or block-shaped visual signals 53A and 53B are positioned on the left and right sides of the product image. For example, the control unit 800 provides the user with the time signal corresponding to the stock quantity of the product using the time signal 53A on the left side, while using the time signal 53B on the right side, Or provide a visual signal corresponding to the discount remaining period.

In the figure, the control unit 800 has posted a pair of time signals on both sides of the product picture, but the time signals may be overlapped on the same side of upper, lower, right, and left sides or at a certain distance. In addition, the time signals may be displayed in the form of a different polygon rather than a rectangular shape. The time signals may be displayed in the form of concentric circles, concentric ellipses, or concentric polygons, or may be displayed in the form of a bar graph, a pie chart, a scatter plot, a histogram, or the like.

Also, the control unit 800 may add the above-described color, hue or contrast to the pair of visual signals so that the user can more easily identify. Also, although not shown in the figure, when the remaining amount of the product inventory is less than a certain number, the control unit 800 may move the time signal 52 up, down, The user is informed of the remaining amount of stock that is not too much. Or the control unit 800 may modify the size of the time signal 52 or change the background color.

Also, when the product supplier sells a particular product of various colors, the control unit 800 may provide the user with the remaining amount of the inventory product for each color. For example, when the remaining time is posted for each color without displaying the time signal 52 of FIG. 5B or the time signal 53B of FIG. 5C in a single color, The remaining amount of each color as well as the remaining amount can be grasped visually immediately.

As a fourth embodiment for various types of visual signals, the control unit 800 controls the color characteristics such as the visual signal of the image or emoticon form of the first embodiment described above, the specific color, the hue or the contrast of the second embodiment described above A plurality of visual signals for a plurality of secondary shaping information can be provided in a simpler form to the user by combining various visual signals using the visual signal, or other images or colors.

For example, the control unit 800 may provide the user with information on the remaining time described above with a time signal such as time, clock or timer, while providing the user with the time signal, such as the size, position or direction of the time signal, Can be provided to the user at the same time. Alternatively, the control unit 800 may simultaneously provide the user with information on the remaining time period and the amount of inventory with a time signal such as a single clock or a timer including a plurality of billboards.

As a fifth embodiment of the various visual signals, the control unit 800 may be configured to generate a visual signal in the form of an image or an emoticon form of the first embodiment described above, a color characteristic such as a specific color, a hue or a contrast in the above- By combining a single visual signal or a plurality of visual signals using visual signals, or other images or colors, with the primary shaping information, the visual signals for the single or multiple secondary shaping information can be provided to the user.

For example, the control unit 800 may use part or all of the primary shaping information as a time signal corresponding to the secondary shaping information. Accordingly, the control unit 800 can adjust the size or spacing of letters or numbers of the first-order form information such as a name or a detailed name of a specific product that the user considers to purchase, change the color of the letters or numbers , And secondary characteristics information superimposed on the primary configuration information can be provided by changing color characteristics such as the font, background color, hue or contrast of the letters and numbers.

FIG. 14D shows an example of the above-described configuration, in which the display displays primary form information 54A and 54B indicating the name and detailed name of the product, the material and size of the product, the price, and the like on the left and right of the product image . As shown in the figure, the control unit 800 provides the user with a time signal corresponding to the secondary shaping information by changing color characteristics such as the background color, hue or contrast of the primary shaping information 54A and 54B, By changing the size, position, arrangement, and the like of the primary shaping information, the user may be provided with a time signal corresponding to the secondary shaping information.

The control unit 800 of the various embodiments described above can continuously post time signals for the secondary shaping information. Alternatively, the control unit 800 may provide a time signal for the secondary shaping information only for each point-of-interest viewpoint, or only when the user requests it.

Also, the control unit 800 of the various embodiments described above may provide the visual signal for the secondary shaping information only when the primary shaping information is started and consecutively, only at a specific time or when the user requests. On the other hand, if the format information providing system 100 can not update the secondary format information in real time or at a certain point in time, the control unit 800 may post the same secondary format information to the user, Time signal indicating that the difference shaping information has not been updated.

The eighth aspect ( 8 ^th aspect ) of the various form information providing systems and various related methods of the present invention is that the form information constructed by the building unit 500 may include information on the second-order form information provide to the user via the audio signal (audible signal) corresponding to the second structured information by the user and to facilitate the secondary shaping information even if the read view or be more secondary shaping information for the image or text form at least qualitatively To be able to recognize it. To this end, the control unit 800 synchronizes and / or provides various auditory signals with the first-order form information to the user.

For example, the control unit 800 initiates the primary shaping information and continuously provides the auditory signal for the secondary shaping information at a specific time or when the user requests it, And providing a specific sound corresponding to the second shaping information for the product, wherein the volume of the auditory signal is varied as the inventory of the product decreases or the discount end point of the product approaches, The frequency of the auditory signal may be different, the tone of the auditory signal may be different, the frequency of providing the auditory signal may be different, or the position where the auditory signal is generated may be different.

Ninth aspect of providing various shaping information of the specification system and its associated number of ways (9 ^th aspect) is a secondary shaping information that may change with changes or conditions depending on the time of shaping information constructed that the building unit 500 To the user through a tactile signal corresponding to the secondary shaping information so that the secondary shaping information can be at least qualitatively facilitated even if the user does not necessarily view or read the secondary shaping information of the image or text form To be able to recognize it. To this end, the control unit 800 synchronizes or provides various tactile signals with the first-order form information to the user.

The control unit 800 may also initiate the primary shaping information and continuously provide tactile signals for the secondary shaping information at a specific time or when requested by the user. For example, the control unit 800 may initiate a specific product retrieved by a user on a display unit and provide a specific vibration corresponding to secondary shaping information for the product, The user may be notified of the current state of depletion of a specific product or informing the user that the end of the price discount period of the specific service is imminent by changing the position of vibration, .

The control unit 800 may also provide secondary shaping information by generating a pulse train instead of a single haptic signal. For example, the control unit 800 adjusts the number or length of the continuous vibration, the number or order of the vibrations included in the continuous vibration, the number or the length of the intervals between the vibrations included in the continuous vibration, Notify the current status of depletion, or inform the impending end of the price discount period of a particular service.

Various aspects of the aspects and embodiments, as well as various aspects, embodiments, and detailed examples of various types of units and databases that can be included in the system and various form information providing systems have been described above. However, the examples illustrated in the above aspects and embodiments are also compatible with other aspects of the various formal information providing systems herein. Accordingly, the present specification is merely an example of various types of information providing systems and various units and DB that may be included in the system described above, various methods of implementing and operating the system, and various methods of applying the system, It is not intended to limit the scope of rights.

31, 33: Formulation information
32a, 32b: basic element
34: Hyperlink
35: Basic Elements
51: Visual signal (hourglass shape)
52: Visual signal (dummy shape)
53A, 53B: time signal per color
54A and 54B: primary shaping information
100: Formal information providing system
200: management server
300: unstructured information database
400: a formal information database
410: primary shaping information database
420: Second order form information database
500: building unit
600: prediction unit
700: Output unit
750: input unit
800, 810, 820: control unit
900: Wireless communication device

Claims

A method for automatically determining whether a discount code for a product is applied to the product,
Confirming the normal price of the product from the first information source;
Identifying the discount code for the product from a second information source;
Accessing a web page of the first information source using an automatic web browser;
Inputting the discount code in the web page using the automatic web browser;
Confirming an application price of the product after applying the discount code to the product from the first information source;
Comparing the normal price with the applicable price;
Confirming the application of the discount code if the applied price is lower than the normal price; And
And outputting the applied price.

The discount code automatic determination method of claim 1,
Comparing the end time of the discount period of the discount code with the current day; And
Determining whether the product is included in the discount code; and determining whether the product is included in the discount code.

The discount code automatic determination method of claim 1, wherein the step of accessing the web page comprises:
Checking the web address of the web page in the html script of the web page and accessing it;
Checking the web address of the web page in the java script of the web page and accessing it; And
Analyzing the image of the web page, and checking the web address of the web page and accessing the web page.

The automatic discount code applying method of claim 1, wherein the step of inputting the discount code comprises:
Recognizing a hyperlink for inputting the discount code in an html script of the web page, and inputting the discount code through the hyperlink using the automatic web browser;
Recognizing a hyperlink for inputting the discount code in a java script of the web page, and inputting the discount code through the hyperlink using the automatic web browser;
Analyzing an image of the web page, recognizing a hyperlink for inputting the discount code, and inputting the discount code through the hyperlink using the automatic web browser; Way.

The discount code automatic determination method of claim 1, wherein the step of outputting the applied price comprises:
Outputting the applied price while the connection with the web page of the first information source is maintained;
Outputting the applied price while the connection with the next web page of the first information source is maintained; And
And outputting the applied price when the connection of the first information source to the website is interrupted.

A method for automatically determining whether a discount code for a product is applied to the product,
Confirming a first normal price of the first product from the first information source;
Identifying a first discount code from a second information source;
Accessing a first web page of the first information source using an automatic web browser;
Inputting the first discount code from the first web page of the first information source using the automatic web browser;
Confirming a first application price of the first product after applying the first discount code to the first product from the first information source;
Comparing the first normal price and the first applied price;
Confirming the application of the first discount code if the first application price is lower than the first normal price;
Outputting the first application price;
Confirming a third normal price of the third product from the third information source;
Identifying a third discount code for the third product from the second information source;
Accessing a third web page of the third information source using the automatic web browser;
Inputting the third discount code from the third web page of the third information source using the automatic web browser;
Confirming a third application price of the third product after applying the third discount code to the third product from the third information source;
Comparing the third normal price with the third applied price;
Confirming the application of the third discount code if the third application price is lower than the third normal price; And
And outputting the third application price for the third product together with the first application price for the first product.

The method of claim 6,
Comparing the end of the discount period of the first discount code with the current day; And
Determining whether the first product is included in the first discount code; and determining whether the first product is included in the first discount code.

The discount code automatic determination method of claim 6, wherein the step of accessing the first web page of the first information source comprises:
Checking the web address of the first web page in the html script of the first web page and accessing it;
Checking the web address of the first web page in the java script of the first web page and accessing it; And
And analyzing the web address of the first web page and analyzing the image of the first web page to access the web page.

The discount code automatic determination method of claim 6, wherein the step of inputting the first discount code from the first web page of the first information source comprises:
Recognizing a hyperlink for inputting the first discount code in the html script of the first web page, and inputting the first discount code through the hyperlink using the automatic web browser;
Recognizing a hyperlink for inputting the first discount code in the java script of the first web page and inputting the first discount code through the hyperlink using the automatic web browser;
Analyzing the image of the first web page and recognizing a hyperlink for inputting the first discount code and inputting the first discount code through the hyperlink using the automatic web browser How to Automatically Determine How Discount Codes Are Applied.

The discount code automatic determination method of claim 6, wherein the step of outputting the applied price comprises:
Outputting the first application price while the connection with the first web page of the first information source is maintained;
Outputting the first application price while a connection with a second web page that is the next web page of the first information source is maintained; And
And outputting the first applied price when the first information source is disconnected from the first web site.