KR102367110B1 - System for providing watch registration service - Google Patents

Abstract

Provided is a watch registration service providing system, which includes: a user terminal which outputs a registration event for registering a watch using a unique identification code of the watch and an ID card of a user, and outputs a report event when a loss or theft occurs; and a registration service providing server which includes a registration unit which registers the owner of the watch using the unique identification code of the watch and the ID card of the user, a storage unit which maps and stores the report event to the unique identification code of the watch when the report event occurs for the watch registered in the registration unit, and an inquiry unit which provides a search result corresponding to the registration event or the report event, when the inquiry about the unique identification code of the watch in which the registration event or report event occurred has occurred.

Description

SYSTEM FOR PROVIDING WATCH REGISTRATION SERVICE

The present invention relates to a system for providing a watch registration service, and a platform that can share the state of the watch with itself and a third party by registering the watch with proof of ownership along with a warranty and identification card, and reporting in case of loss or theft provides

Intellectual property rights are a broad concept and can be defined as all rights related to intellectual property arising from intellectual activities. Regarding these intellectual property rights, Article 2 of the Regulations on Customs Law Enforcement Activities for Intellectual Property Rights in the EU defines counterfeit products and products infringing copyright in more detail. Counterfeit Goods are registered trademarks in member countries. Articles which are the subject of activities that infringe on a geographical indication within a Member State, if they are found without authorization for a product of the same type and are indistinguishable from such registered trademarks in essential respects; a mark identical to a validly registered trademark or protected geographical indication, if described, possessed, and found by the name or term protected in relation to such geographical indication as the subject of the activity, and even if presented separately; If the name or term is the subject of an action infringing upon a trademark or geographical indication, or is indistinguishable from the trademark or geographical indication in its essential aspects, and the form of the product on which the trademark or geographical indication is registered; Any packaging, label, sticker, brochure, operation manual, warranty card, or other similar product that can be used as a product of the same type as

At this time, a method of distinguishing a genuine watch from a counterfeit product and checking whether it is a stolen watch was researched and developed. In No. 2018-0083546 (published on July 23, 2018), after the OTP generator is built into the watch, the server identifies the OTP generator password and OPT generator, and determines whether the error rate of the OTP generator is set based on the identification information If the error rate of the OTP generator is not set, the error rate of the OTP generator is calculated, and the authentication time for the authentication procedure is changed based on the error rate. A configuration for determining whether or not the owner is a true owner by measuring the wrist circumference is disclosed, respectively.

However, in the former case, in order to insert the OTP generator, the structure or shape of the watch must be modified and power must be supplied, so the watch becomes larger as much as the space for the portable battery. Even in the latter case, when the wrist circumference is changed, even if the same owner is not determined as a party owner, owner authentication is impossible. Cases such as selling a counterfeit or counterfeit product as a genuine product, or disposing of a stolen or lost watch as stolen goods or selling to a bona fide third party are increasing. Even if it is not proved that it is good faith, it is impossible to acquire good intentions, and in the end, the damage is passed on to the buyer. Accordingly, research and development of a platform that can prove ownership of the watch and inquire about the current state is required.

In one embodiment of the present invention, when a watch is purchased, the watch's warranty card, unique identification code, watch and ID are attached and registered, and when the watch is stolen or lost, it is reported that theft or loss is reported after proof of ownership. It is possible to check the exact status of the watch owner, whether the watch has been stolen or lost, and it is possible to search for counterfeit or counterfeit products with a unique identification code, which can protect both trademark holders and consumers. A method of providing a watch registration service may be provided. However, the technical task to be achieved by the present embodiment is not limited to the technical task as described above, and other technical tasks may exist.

As a technical means for achieving the above-described technical problem, an embodiment of the present invention outputs a registration event for registering a watch using the watch's unique identification code and user's ID card, and reports when a loss or theft event occurs The register that registers the owner of the watch using the user terminal that outputs the event and the watch's unique identification code and the user's ID. and a registration service providing server including a storage unit to store, and a query unit for providing a search result corresponding to a registration event or report event when an inquiry for a unique identification code of a watch in which a registration event or report event occurs occurs.

According to any one of the above-described problem solving means of the present invention, when a watch is purchased, it is registered with the watch's warranty, unique identification code, watch and ID attached, and if the watch is stolen or lost, proof of ownership and then theft Alternatively, by reporting the loss, it is possible to check the exact status of the current owner of the watch and whether the watch has been stolen or lost, and counterfeit or counterfeit products can be searched with a unique identification code for both trademark owners and consumers can protect

1 is a diagram for explaining a system for providing a watch registration service according to an embodiment of the present invention.
FIG. 2 is a block diagram illustrating a registration service providing server included in the system of FIG. 1 .
3 and 4 are diagrams for explaining an embodiment in which a watch registration service according to an embodiment of the present invention is implemented.
5 is an operation flowchart illustrating a method of providing a watch registration service according to an embodiment of the present invention.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art can easily implement them. However, the present invention may be embodied in several different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification, when a part is "connected" with another part, this includes not only the case of being "directly connected" but also the case of being "electrically connected" with another element interposed therebetween. . In addition, when a part "includes" a certain component, it means that other components may be further included, rather than excluding other components, unless otherwise stated, and one or more other features However, it is to be understood that the existence or addition of numbers, steps, operations, components, parts, or combinations thereof is not precluded in advance.

The terms "about", "substantially", etc. to the extent used throughout the specification are used in or close to the numerical value when manufacturing and material tolerances inherent in the stated meaning are presented, and are intended to enhance the understanding of the present invention. To help, precise or absolute figures are used to prevent unfair use by unconscionable infringers of the stated disclosure. As used throughout the specification of the present invention, the term "step of (to)" or "step of" does not mean "step for".

In this specification, a "part" includes a unit realized by hardware, a unit realized by software, and a unit realized using both. In addition, one unit may be implemented using two or more hardware, and two or more units may be implemented by one hardware. Meanwhile, '~ unit' is not limited to software or hardware, and '~ unit' may be configured to be in an addressable storage medium or to reproduce one or more processors. Thus, as an example, '~' denotes components such as software components, object-oriented software components, class components, and task components, and processes, functions, properties, and procedures. , subroutines, segments of program code, drivers, firmware, microcode, circuitry, data, databases, data structures, tables, arrays and variables. The functions provided in the components and '~ units' may be combined into a smaller number of components and '~ units' or further separated into additional components and '~ units'. In addition, components and '~ units' may be implemented to play one or more CPUs in a device or secure multimedia card.

Some of the operations or functions described as being performed by the terminal, apparatus, or device in the present specification may be performed instead of by a server connected to the terminal, apparatus, or device. Similarly, some of the operations or functions described as being performed by the server may also be performed in a terminal, apparatus, or device connected to the server.

In this specification, some of the operations or functions described as mapping or matching with the terminal means mapping or matching the terminal's unique number or personal identification information, which is the identification data of the terminal. can be interpreted as

Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

1 is a view for explaining a system for providing a watch registration service according to an embodiment of the present invention. Referring to FIG. 1 , the watch registration service providing system 1 may include at least one user terminal 100 , a registration service providing server 300 , and at least one store terminal 400 . However, since the watch registration service providing system 1 of FIG. 1 is only an embodiment of the present invention, the present invention is not limitedly interpreted through FIG. 1 .

At this time, each component of FIG. 1 is generally connected through a network (Network, 200). For example, as shown in FIG. 1 , at least one user terminal 100 may be connected to the registration service providing server 300 through the network 200 . In addition, the registration service providing server 300 may be connected to at least one user terminal 100 and at least one store terminal 400 through the network 200 . Also, the at least one store terminal 400 may be connected to the registration service providing server 300 through the network 200 .

Here, the network refers to a connection structure in which information exchange is possible between each node, such as a plurality of terminals and servers, and an example of such a network includes a local area network (LAN), a wide area network (WAN: Wide Area Network), the Internet (WWW: World Wide Web), wired and wireless data communication networks, telephone networks, wired and wireless television networks, and the like. Examples of wireless data communication networks include 3G, 4G, 5G, 3rd Generation Partnership Project (3GPP), 5th Generation Partnership Project (5GPP), Long Term Evolution (LTE), World Interoperability for Microwave Access (WIMAX), Wi-Fi (Wi-Fi) , Internet, LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), RF (Radio Frequency), Bluetooth (Bluetooth) network, NFC ( Near-Field Communication) networks, satellite broadcast networks, analog broadcast networks, Digital Multimedia Broadcasting (DMB) networks, and the like are included, but are not limited thereto.

In the following, the term at least one is defined as a term including the singular and the plural, and even if the at least one term does not exist, each element may exist in the singular or plural, and may mean the singular or plural. it will be self-evident In addition, that each component is provided in singular or plural may be changed according to embodiments.

At least one user terminal 100 registers the owner of the watch using a watch registration service-related web page, app page, program or application, reports when it is lost or stolen, and checks whether the watch is genuine with a unique identification code. It may be the terminal of the inquiring user.

Here, the at least one user terminal 100 may be implemented as a computer that can access a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop. In this case, the at least one user terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one user terminal 100 is, for example, as a wireless communication device that guarantees portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) terminal, a smart phone, a smart pad, a tablet PC, etc. may include all kinds of handheld-based wireless communication devices.

The registration service providing server 300 may be a server providing a watch registration service web page, an app page, a program, or an application. In addition, the registration service providing server 300 may be a server that registers and manages at least one store terminal 400 . In addition, the registration service providing server 300 may be a server that registers the owner of the watch when the registration event of the watch is transmitted from the user terminal 100 or the store terminal 400 . In addition, the registration service providing server 300 may be a server that registers a loss or theft event based on a unique identification code when a report event corresponding to loss or theft is transmitted from the user terminal 100 . In addition, the registration service providing server 300 may be a server that outputs a search result corresponding to the state (normal or stolen) of the watch when the unique identification code is inquired from the user terminal 100 .

Here, the registration service providing server 300 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop.

The at least one store terminal 400 may be an offline store terminal that registers the owner of the watch or registers the state of theft or loss using a watch registration service related web page, app page, program, or application.

Here, the at least one store terminal 400 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop. In this case, the at least one store terminal 400 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one store terminal 400, for example, as a wireless communication device that guarantees portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) terminal, a smart phone, a smart pad, a tablet PC, etc. may include all kinds of handheld-based wireless communication devices.

2 is a block diagram for explaining a registration service providing server included in the system of FIG. 1, and FIGS. 3 and 4 are for explaining an embodiment in which a watch registration service according to an embodiment of the present invention is implemented It is a drawing.

Referring to FIG. 2 , the registration service providing server 300 includes a registration unit 310 , a storage unit 320 , a query unit 330 , a guide unit 340 , a management unit 350 , and a verification confirmation unit 360 . may include

The registration service providing server 300 according to an embodiment of the present invention or another server (not shown) operating in conjunction with at least one user terminal 100 and at least one store terminal 400 is a watch registration service application, When transmitting a program, an app page, a web page, etc., at least one user terminal 100 and at least one store terminal 400 can install or open a watch registration service application, program, app page, web page, etc. there is. In addition, the service program may be driven in at least one user terminal 100 and at least one store terminal 400 by using a script executed in a web browser. Here, the web browser is a program that enables the use of a web (WWW: World Wide Web) service, and refers to a program that receives and displays hypertext written in HTML (Hyper Text Mark-up Language), for example, Netscape. , Explorer, Chrome, and the like. In addition, the application means an application on the terminal, for example, includes an app (App) executed in a mobile terminal (smartphone).

Referring to FIG. 2 , the registration unit 310 may register the owner of the watch using the watch's unique identification code and the user's ID. Registration can be done on the online page or in the offline store. The unique identification code of the watch may be a serial number. The at least one store terminal 400 may register the owner of the watch using the watch's unique identification code and the user's ID. The registration unit 310 may compare an image of a product collected from a genuine brand site of a watch with an image of a product uploaded from the user terminal 100 or the store terminal 400 . To this end, the registration unit 310, when comparing the original image (product image uploaded to the site) and the user terminal 100 or the photo uploaded from the store terminal 400, the spatial matching error (Mean Absolute Difference) can be used. there is.

At this time, the spatial matching error measured by comparing the input image with the original image stored in the registration service providing server 300 is measured. After moving the original image by m and n sizes in the horizontal and vertical directions, the difference value between each color component of the input image and the original image is calculated, and the absolute value average thereof is obtained. That is, it is measured by the following equations (1) and (2). In this case, RGB is R(Red), G(Green), B(Blue) value, MAD is spatial registration error, E is absolute value average, IN(Input) is input image ORG(Original) is original image, i ,j is the xy coordinate of the image pixel.

The second is structural similarity (Self SIMilarity), which is a method of measuring structural similarity based on statistical characteristics of each color component of an input image. Often, it is used as a numerical value that can objectively evaluate the quality of an image. For SSIM measurement, the mean, variance, and covariance values of the images are used. It has a value between 0 and 1, and the closer it is to the original, the closer it is to 1. μIN and μORG represent the average brightness of the input image and the original image, respectively. σIN and σORG represent the standard deviation of the input image and the original image, σINORG represents the covariance between them, and c1 and c2 are correction factors.

Third, the number of pixels with the largest error should be found. In this case, as shown in Equation 4, the number of cases in which the error for each color component between the input image and the original image exceeds a certain size α is a measured value.

Fourth, the number of edge pixels is investigated. In this case, the number of edge pixels for the input image is investigated using Cany Edge. This is used for detecting motion blur when capturing an image mounted on a mobile phone. Distortion by the camera, such as blur, causes distortion due to overall quality degradation that cannot determine whether the input image is the same. Fifth, measure the M2 value. The second moment is used as a statistical characteristic of the image, and it is measured as follows.

The registration unit 310 first undergoes an image pre-processing process of cutting and converting an image photographed using the mobile phone camera of the user terminal 100 to a resolution of a predetermined size. In the process of capturing the image for the input image that has entered the first identification stage, it checks whether there is distortion due to noise such as blur caused by movement, and if it is a distorted image, a re-shooting message is transmitted to the user. If it is not a motion blur image, histogram registration is performed based on the original image stored in the server 300 . Then, using the obtained image, an optimal spatial matching error value with the original image is found. If it is determined that there is or is no identity through the first determination using the optimal spatial matching error obtained here, a determination message is sent to the user with this result.

The registration unit 310 performs secondary identification on images not discriminated in primary discrimination according to multiple comparison scales. After obtaining the MAD score for the unrecognized image, a score is given using the large error pixel count and SSIM value. To check whether the photographed product is the same, the normalized large error pixel value, the SSIM value and the normalized large error pixel number of the undetermined image, and the distance between the center coordinate using the SSIM value as (x,y) coordinates are obtained, Depending on the distance from the center coordinates, different points can be given from -5 to 5 points. Using the score obtained using MAD, large error pixel count, and SSIM, if the score is 4 or more, the same message is sent to the user terminal ( 100) can be passed. In order to prevent the contrast and the number of pixels from changing as the photographing environment changes, the registration unit 310 may automatically adjust the photographing brightness, contrast, and contrast of the user terminal 100 . This may be equally applied to the store terminal 400 .

The registration unit 310 should also prevent a situation in which a counterfeit product, which is not a genuine product, is first registered using a unique identification code such as a genuine product. If the unique identification code of the watch of the user who purchased the genuine product is leaked, and another person uses it to register a counterfeit product as a genuine product, the counterfeit product can be searched and searched just like the genuine product. At this time, it is possible to compare photos of products one by one with human intervention, but in one embodiment of the present invention, the identity is determined using the Generative Adversarial Networks, and whether it is the same product is vague or distinguished by artificial intelligence. It is also possible for humans to intervene and determine only those that cannot be paid.

In this case, the hostile generation model includes, for example, a photo (A) of a genuine product corresponding to the original data, and a photo (A) of the genuine product and a photo of a counterfeit product taken by the user terminal 100 or the store terminal 100 ( If B) is provided, the detective must compare the two and determine accurately whether they are identical. If the user is a fraudster, the detective should never judge it as a different product, and in the case of a detective, he will always be careful not to judge another product as the same product. If the user uploads another product and the detective continues the process of judging it, the detective's ability to discriminate and the user's ability to take photos to make other products look like the same product, that is, the ability to generate counterfeit data, may also develop. starting from In other words, the adversarial generative model is a process in which two different subjects hostilely reinforce their own functions, and is mathematically equivalent to solving the Min Max Game problem of game theory.

The adversarial generative model basically consists of three networks. These are the Generator and Discriminator. The generator generates data with a specific distribution, and is provided together with the original data to the discriminator, which determines whether this is the original data or the fake data from the generator. The discriminator learns to distinguish the original from the counterfeit, and the generator proceeds to learn to deceive the discriminator as best as possible. The discriminator is based on the entropy when the discriminator screens out the original data and the entropy when the discriminator detects the fake data generated by the generator. is learned so that the discriminator does not recognize the difference between the original data and the fake data, that is, entropy is minimized.

The algorithm for learning the adversarial generative model goes through the following process. First, the discriminator is trained with N epochs by generating original data and counterfeit data. The discriminator naturally learns to distinguish it properly. Second, the generator generates fake data, and the discriminator updates the generator's variables in the opposite direction learned. If the above process is repeated, the generator evolves to generate counterfeit data so that the distribution of the original data is the same, and the discriminator evolves to distinguish the original data from the counterfeit data even when the distribution of the original data and the generator becomes extremely close. do. When using this, even if a person does not check the photos of other products and the same product individually, if only the points to be checked, for example, different characteristics of other products and the same product, are studied well in the learning machine, then humans can develop artificial intelligence. It is also possible to proceed with the procedure in such a way that only those that cannot be distinguished and cause errors are inspected.

The storage unit 320 may store the report event by mapping the report event to the unique identification code of the watch when a report event for the watch registered in the registration unit 310 occurs. The user terminal 100 may output a registration event for registering the watch using the unique identification code of the watch and the user's ID, and output a report event when a loss or theft event occurs. At this time, in the case of registration on the site according to an embodiment of the present invention, it may be configured so that it can be reported only once in connection with the police civil petition portal. It may be set to be registered on the site according to an embodiment of the invention. In the case of reporting theft or theft on the Police Civil Service Portal, the documents required are a statement and a photograph of the same item as the damaged item, and documents proving the damage are required. Progress and result confirmation can also be inquired through the criminal justice portal. If linkage with a criminal justice institution is possible, this information can also be posted on the site according to an embodiment of the present invention.

The inquiry unit 330 may provide a search result corresponding to the registration event or report event when an inquiry is made for the unique identification code of the watch in which the registration event or report event has occurred. The unique identification code may be a serial number as described above. If the serial number is inquired, it can be confirmed whether the product is genuine.

The guide unit 340 may attach a picture of the watch's unique identification code and user ID together, and a picture of the warranty card's unique identification code and user ID together, in the user terminal 100 . At this time, the watch data must be extracted from the warranty card or ID card, and the user's identity must be authenticated. In this case, OCR (Optical Character Recognition) can be used.

OCR is an abbreviation for optical character recognition and is a method of recognizing optically processed characters. Unlike online recognition, which recognizes characters expressed on a computer, optical recognition can be performed offline after recording or printing is complete, which can recognize both hand-printed or printed characters, but the accuracy depends on the quality of the entered document. directly depends on By digitizing an analog document using an optical scanner, the text area can be extracted through a process of segmentation into each symbol, and the pre-processing process can be performed to remove noise from symbols to facilitate text extraction, Through the process of extracting text, each test is compared and post-processing is performed to reconstruct the words and numbers of the original text.

In this case, the OCR text-based image analysis model largely performs the processes of text detection and text recognition. The former may use a CTPN (Connectionist Text Proposal Network) model of deep learning that finds a location where text exists from an image. Here, CTPN can be largely composed of a CNN model for distinguishing between text and non-text in an image and a Recurrent Neural Network (RNN) model that specifies the text estimation region, and divides the text-estimated region into a plurality of pixels vertically. Through the split CNN model, it is determined whether each split surface is close to text, and through RNN, it can be checked whether the split surfaces on both sides are connected text. In one embodiment of the present invention, the structure of VGG16, BLSTM (Bidirectional Long Short-Term Memory), and FC may be used.

VCC16 is a program developed at Oxford University. The input is an RGB image, and the structure includes 8 to 16 convolutional layers and 3 fully-connected layers. not limited In this case, VCC16 is used to extract features of an image, and BLSTM (Bidirectional Long Short-Term Memory) is a type of recurrent neural network (RNN) and is an algorithm used to classify and predict time series data. In this case, the BLSTM can perform the task by concatenating two LSTM outputs that process the left-to-right forward state sequence and the right-to-left reverse state sequence. While only information is considered, BLSTM can learn using both past and future context information transmitted in forward and backward directions.

Here, the LSTM is a kind of recurrent neural network with a structure to solve the gradient loss problem that occurs during learning in the RNN method, and maintains the potential long-term memory dependence. Thus, to classify, process, and predict time series signals, LSTMs can learn from history. An LSTM is a special memory cell that has its own connection to a cyclic hidden layer to maintain that state over time, remembers its previous state, and has three gates used to control the flow of information to the inputs and outputs of each layer. It can have a structure (input gate, forget gate and output gate), and an LSTM with such a recursive output layer can capture the contextual information of the input text together. In addition, a result of learning the temporal relationship of time series data in BLSTM can be obtained through the above-described fully connected layer. The latter, text recognition, may use a Convolution Recurrent Neural Network (CRNN) model that extracts a text image as text. In this case, CRNN is a deep learning structure that combines CNN and RNN, and can be used to extract data in which both spatial and temporal information are important, such as video.

For example, after extracting the feature information of the health examination result recorded image through CNN, the extracted value may be used as an input to the RNN to predict and extract the text sequence of the data. The CRNN according to an embodiment of the present invention may consist of a convolution layer, a recurrent layer, and a transcription layer. After extracting a feature sequence from an image input from the convolution layer, , the cyclic layer predicts values for each frame in the feature sequence, and the sequence of predicted values is rewritten as a correct answer label through the transcription layer to finally extract text. And, unlike CTPN (Connectionist Text Proposal Network), CRNN learns based on the image of the text area rather than the entire image. Therefore, if the text in the image is extracted, the object name recognition process is necessary to classify it by field existing in the product image. BLSTM, CNNs, and CRF (Conditional Random Field) models can be further used, and it can learn based on characters and corresponding entity names.

A Named Entity means a word or phrase that can no longer be resolved within a sentence by which an entity can be identified from a set of other entities with similar predefined properties. The entity name recognition process refers to the process of identifying entity names expressed in documents, and it is a process that should precede the information extraction process through the relationship between entity names. Serial number, product code, product name, user name, social security number, etc. are usually written with predefined properties in a certain location in the photograph of the warranty card and ID card. By classifying it as a sequence labeling problem and learning the name of an object with what properties in a certain location, no matter what direction the photo was taken, ID and warranty are extracted from each photo, and items and values of each location are extracted. can do it

If the CRF-based entity name recognition method of the first-order linear chain is used, the performance of entity name recognition can be improved by maximizing the Log-Likelihood value, which is a conditional probability for string information. At this time, LSTM (Long-Short Term Unit), a deep learning technique that shows good performance on continuous labeling problems, is used in both directions, and a BLSTM-CRF model is constructed in which a conditional random field is attached to the object name recognition. can also be done In entity name recognition, entity name dictionary information including entity name information for each entity type is used as a major feature. Based on the BLSTM model mentioned in the text-based engine, the mapping information for the entity name dictionary can also be composed in the form of a binary vector and merged into the input vector.

The management unit 350 may register and manage at least one store terminal 400 . At least one store terminal 400 may have a unique identification code such as a watch, for example, a serial number. In this case, the management unit 350 maps and stores the location, address, phone number, business hours, etc. of the store based on the unique identification code, and when the owner registration event is transmitted, it is possible to check whether the terminal of the store is correct.

The certification confirmation unit 360, when outputting a report event from the user terminal 100, guides to take a photo to prove that you are the owner of the watch, and the unique identification code of the watch in the photo to prove, the user's ID and warranty You can check whether a unique identification code is included.

Hereinafter, an operation process according to the configuration of the registration service providing server of FIG. 2 will be described in detail with reference to FIGS. 3 and 4 as an example. However, it will be apparent that the embodiment is only one of various embodiments of the present invention and is not limited thereto.

Referring to FIG. 3A , the service according to an embodiment of the present invention can be inquired with a unique identification code (serial number), can store information on a registered watch, can also receive a theft report, and can be used to obtain stolen goods. We provide preventative services. When registering a watch as shown in FIGS. 3B and 3C , an online page or an offline store may be used, and an ID card, a watch, a warranty card, etc. may be requested. Since the watch's unique identification code and the warranty card's unique identification code must match, guide the watch's unique identification code to be photographed. Damage registration is also possible, and as shown in FIGS. 3D and 3E, information that can identify the suspect, such as account information, bank name, name of the holder, account number, deposit amount, and date of deposit, can be provided together. In addition, the victim, that is, the user's information can also be described as shown in FIG. 3F. As shown in FIG. 3G , the watch can be authenticated after damage.

4A is an online page according to an embodiment of the present invention. It can be done through intuitive and simple menus such as registration and reporting. When a unique identification code is input in the page of FIG. 4A, an inquiry can be made as shown in FIG. 4B, and if a counterfeit or unregistered watch is inquired, an error message indicating that inquiry is impossible may be output as shown in FIG. 4C. If it is a lost or stolen item, a screen as shown in FIG. 4D may be provided, or an introduction screen as shown in FIG. 4E may be provided. When registering a watch, information can be written or input as shown in FIG. 4F, and when reporting, information and procedures as shown in FIG. 4G may be required. It is also possible to output a review of use as shown in Fig. 4h, to provide a community such as arrest news, free bulletin board and announcements, or add an information sharing menu.

The matters not described with respect to the method of providing the watch registration service of FIGS. 2 to 4 are the same as those described for the method of providing the watch registration service through FIG. 1 or can be easily inferred from the described content. to be omitted.

5 is a diagram illustrating a process in which data is transmitted/received between components included in the clock registration service providing system of FIG. 1 according to an embodiment of the present invention. Hereinafter, an example of a process in which data is transmitted and received between each component will be described with reference to FIG. 5, but the present application is not limited to such an embodiment, and the example shown in FIG. 5 according to various embodiments described above will be described. It is apparent to those skilled in the art that the data transmission/reception process may be changed.

Referring to FIG. 5 , the registration service providing server registers the owner of the watch using the watch's unique identification code and the user's ID (S5100).

Then, the registration service providing server, when a report event for the registered watch occurs, maps the report event to the unique identification code of the watch and stores it (S5200).

The registration service providing server provides a search result corresponding to the registration event or report event when an inquiry is made for the unique identification code of the watch in which the registration event or report event occurred (S5300).

The order between the above-described steps ( S5100 to S5300 ) is merely an example and is not limited thereto. That is, the order between the above-described steps ( S5100 to S5300 ) may be mutually changed, and some of these steps may be simultaneously executed or deleted.

Matters not described with respect to the method for providing the watch registration service of FIG. 5 are the same as those described for the method for providing the watch registration service through FIGS. 1 to 4 or can be easily inferred from the described content. to be omitted.

The method of providing a watch registration service according to an embodiment described with reference to FIG. 5 may also be implemented in the form of a recording medium including instructions executable by a computer, such as an application or program module executed by a computer. Computer-readable media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. Also, computer-readable media may include all computer storage media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

The above-described method for providing a watch registration service according to an embodiment of the present invention may be executed by an application basically installed in a terminal (which may include a program included in a platform or an operating system, etc. basically mounted on the terminal), It may be executed by an application (ie, a program) installed directly in the master terminal by a user through an application providing server such as an application store server, an application, or a web server related to the corresponding service. In this sense, the above-described method for providing a watch registration service according to an embodiment of the present invention is implemented as an application (ie, program) installed by default in a terminal or directly installed by a user, and a computer-readable record such as a terminal may be recorded on the medium.

The above description of the present invention is for illustration, and those of ordinary skill in the art to which the present invention pertains can understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a dispersed form, and likewise components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalent concepts should be interpreted as being included in the scope of the present invention. do.

Claims (7)

a user terminal for outputting a registration event for registering a watch using the watch's unique identification code and user's ID card, and outputting a report event when a loss or theft event occurs; and
A register that registers the owner of the watch using the watch's unique identification code and user's ID, and when a report event for the watch registered in the register occurs, the report event is mapped to the watch's unique identification code and stored. In case of an inquiry about the unique identification code of the watch in which the registration event or report event has occurred, a query unit that provides a search result corresponding to the registration event or report event, the unique identification code of the watch and the user in the user terminal a registration service providing server including a guide for attaching a photograph taken together with an identification card, a unique identification code of the warranty, and a photograph photographed with a user identification card;
A watch registration service providing system comprising a.
The method of claim 1,
The registration is a watch registration service providing system, characterized in that the online page or offline store.
The method of claim 1,
The watch registration service providing system, characterized in that the unique identification code of the watch is a serial number.
delete The method of claim 1,
The watch registration service providing system,
at least one store terminal for registering the owner of the watch using the watch's unique identification code and user's ID;
Watch registration service providing system, characterized in that it further comprises.
6. The method of claim 5,
The registration service providing server,
a management unit for registering and managing the at least one store terminal;
Watch registration service providing system, characterized in that it further comprises.
The method of claim 1,
The registration service providing server,
When outputting a report event from the user terminal, guide to take a photo to prove that you are the owner of the watch, and check whether the unique identification code of the watch, the user's ID and the unique identification code of the warranty card is included in the photo to prove it Verification unit to confirm;
Watch registration service providing system, characterized in that it further comprises.

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