KR102319014B1 - Method for providing user-custromized tip contents based on photo application and system therefore - Google Patents

Abstract

A photo application-based user-customized tip content providing method and system are disclosed. According to an embodiment of the present invention, a user-customized tip content providing method includes the steps of: analyzing photos stored in a photo application of a user terminal to obtain text information for each of the photos; selecting texts corresponding to a preset criterion from among the acquired text information; and providing tip contents including the selected texts to the user through the user terminal.

Description

Method and system for providing customized tip content based on photo application {METHOD FOR PROVIDING USER-CUSTROMIZED TIP CONTENTS BASED ON PHOTO APPLICATION AND SYSTEM THEREFORE}

The present invention relates to a user-customized tip content providing technology, and more particularly, to a user-customized tip content providing method and system capable of providing tip content such as a user-customized tip message based on a user's photo storage using a photo application. it's about

Today, various systems provide user-customized content. Various information providing systems, such as portal sites and social network services, collect information about users and understand users based on algorithms in order to provide content that can be helpful in users' lives. User information collected by the system for user understanding is expanding from one-dimensional preference data such as past star ratings and likes to multi-dimensional data such as text responses and user activity logs.

In order to collect user information of the system, active use of the system by the user and cooperation between the user and the system are required. In particular, in order to provide various and high-quality user information, it is essential for users to use the system for a long time, to provide continuous feedback, and to input information proactively. However, such user participation in learning the content providing system requires a lot of effort from the user, and may cause a continuous decrease in user experience and interest, further shortening the use of the system.

In order to reduce the burden of user effort in the user learning process of the system, the user should be able to input user information into the system more efficiently, and it should be able to input user information of high quality with high relation to the user.

Embodiments of the present invention provide a method and system for providing user-customized tip content capable of providing tip content such as a user-customized tip message based on a user's photo storage using a photo application.

Embodiments of the present invention provide a method and system for providing user-customized tip content capable of providing user-customized tip content by learning high-dimensional user data based on a photo application.

According to an embodiment of the present invention, a user-customized tip content providing method includes the steps of: analyzing photos stored in a photo application of a user terminal to obtain text information for each of the photos; selecting texts corresponding to a preset criterion from among the acquired text information; and providing tip contents including the selected texts to the user through the user terminal.

The obtaining of the text information may include obtaining the text information including texts related to each of the photos through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service application. can

The obtaining of the text information may include obtaining the text information through analysis of photos within a certain date range or a certain number of photos based on the present among the photos stored in the photo application.

The obtaining of the text information includes obtaining the text information through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the previous year among photos stored in the photo application, and The selecting may include selecting texts having similarities among text information acquired based on the present and texts related to the user's daily life included in the text information based on the current date of the previous year.

The text information includes location information and time information at which the photo was taken, and selecting the texts includes texts related to the user's daily life included in the acquired text information by reflecting the location information and time information. You can select texts with similarities among them.

The providing to the user may include selecting tip contents having the highest similarity to the selected texts from a tip contents database including tip contents, and providing the selected tip contents to the user through the user terminal.

The providing to the user may limit the re-selection of the tip content for the tip content provided to the user within a certain period of time based on the time when the tip content is provided.

The providing to the user may include generating tip contents based on the selected texts and user information including pre-set interest area, gender, age, and region information for the user, and applying the generated tip contents to the user terminal. can be provided to the user through

A user-customized tip content providing system according to an embodiment of the present invention includes: an acquisition unit that analyzes photos stored in a photo application of a user terminal and obtains text information for each of the photos; a selection unit for selecting texts corresponding to a preset criterion from among the acquired text information; and a providing unit that provides tip contents including the selected texts to the user through the user terminal.

The acquiring unit may acquire the text information including texts related to each of the photos through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service application.

The acquisition unit may acquire the text information through analysis of pictures within a predetermined date range or a predetermined number of pictures based on the present among pictures stored in the picture application.

The acquisition unit acquires the text information through additional analysis of pictures within a predetermined date range or a predetermined number of pictures based on the current date of the previous year among the pictures stored in the picture application, and the selection unit acquires the text information based on the present Texts having a similarity may be selected from among texts related to the user's daily life included in the text information based on the current text information and the current date of the previous year.

The text information includes location information and time information at which the corresponding photo was taken, and the selection unit reflects the location information and time information to determine if similarity among texts related to the user's daily life included in the acquired text information texts can be selected.

The providing unit may select tip contents having the highest similarity to the selected texts from a tip contents database including tip contents, and provide the selected tip contents to the user through the user terminal.

The providing unit may limit the reselection of the tip content for the tip content provided to the user within a predetermined period of time based on the time when the tip content is provided.

The providing unit generates tip contents based on the selected texts and user information including pre-set interest area, gender, age, and region information for the user, and transmits the generated tip contents to the user through the user terminal. can be provided to

According to embodiments of the present invention, it is possible to provide tip content such as a user-customized tip message based on a user's photo storage using a photo application, for example, a photo album application, a photo upload-based SNS application, and the like.

According to the embodiments of the present invention, the user can be provided with content customized to his or her life without the user's input effort by granting the system his/her photo storage inquiry right without an evaluation process of a large number of stars and likes. have.

The photos stored in the photo application are mainly used for the purpose of inquiry when the user has the purpose of recalling or sharing. can be reused for positive uses for a better life in

According to embodiments of the present invention, by accommodating high-level tip content based on photo data that has a higher relationship with the user than existing one-dimensional data, it is possible to improve the quality of daily life by accommodating tip content to the user. can

1 shows an exemplary diagram of a system for explaining the present invention.
FIG. 2 shows a configuration diagram of an embodiment for explaining the internal configuration of the user terminal and the server shown in FIG. 1 .
3 is a flowchart illustrating a method for providing user-customized tip content according to an embodiment of the present invention.
4 is a diagram illustrating an example for explaining user-customized tip content provided to a user.
5 is a diagram illustrating another example for explaining user-customized tip content provided to a user.
6 shows the configuration of a user-customized tip content providing system according to an embodiment of the present invention.

Advantages and features of the present invention and methods of achieving them will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but will be implemented in various different forms, and only these embodiments allow the disclosure of the present invention to be complete, and common knowledge in the art to which the present invention pertains It is provided to fully inform those who have the scope of the invention, and the present invention is only defined by the scope of the claims.

The terminology used herein is for the purpose of describing the embodiments, and is not intended to limit the present invention. As used herein, the singular also includes the plural unless specifically stated otherwise in the phrase. As used herein, "comprises" and/or "comprising" refers to the presence of one or more other components, steps, operations and/or elements mentioned. or addition is not excluded.

Unless otherwise defined, all terms (including technical and scientific terms) used herein may be used with the meaning commonly understood by those of ordinary skill in the art to which the present invention belongs. In addition, terms defined in a commonly used dictionary are not to be interpreted ideally or excessively unless specifically defined explicitly.

Hereinafter, preferred embodiments of the present invention will be described in more detail with reference to the accompanying drawings. The same reference numerals are used for the same components in the drawings, and repeated descriptions of the same components are omitted.

Embodiments of the present invention have a gist of providing tip content such as a user-customized tip message based on a user's photo storage using a photo application, for example, a photo album application, a photo upload-based SNS application, and the like.

1 shows an exemplary diagram of a system for explaining the present invention. The system environment of FIG. 1 shows an example including a plurality of user terminals 110 , 120 , 130 , a server 150 , and a network 140 . 1 is an example for the description of the invention, and the number of user terminals or the number of servers is not limited as in FIG. 1 .

Here, the user terminals 110 , 120 , and 130 may include terminals that receive user-customized tip content, as well as various types of terminals for performing the service of the present invention.

The plurality of user terminals 110 , 120 , 130 is a terminal on which the user-customized tip content providing software or application of the present invention is installed, and may include a mobile terminal including a touch screen for a user's touch input. Examples of the plurality of user terminals 110, 120, 130 include all terminals capable of performing Suntalk transmission in artificial intelligence, such as a smart phone, a mobile phone, a computer, a VR device, an AR device, etc. can do. For example, the first mobile terminal 110 may communicate with other mobile terminals 120 and 130 and/or the server 150 through the network 140 using a wireless or wired communication method.

The communication method is not limited, and not only a communication method using a communication network (eg, a mobile communication network, a wired Internet, a wireless Internet, a broadcasting network) that the network 140 may include, but also short-range wireless communication between devices may be included. For example, the network 140 may include a personal area network (PAN), a local area network (LAN), a campus area network (CAN), a metropolitan area network (MAN), a wide area network (WAN), and a broadband network (BBN). , the Internet, and the like. In addition, the network 140 may include any one or more of a network topology including a bus network, a star network, a ring network, a mesh network, a star-bus network, a tree or a hierarchical network, etc. not limited

The server 150 may be implemented as a computer device or a plurality of computer devices that communicate with the plurality of user terminals 110 , 120 , 130 and the network 140 to provide commands, codes, files, contents, services, etc. can Here, the server 150 may be an operator server capable of controlling and providing the tip content providing method of the present invention.

For example, the server 150 may provide an application, for example, a file for installing a user-customized tip content providing application to the first user terminal 110 connected through the network 140 . In this case, the first user terminal 110 may install the application using the file provided from the server 160 . In addition, the server 150 is provided by accessing the server 150 under the control of an operating system (OS) or at least one program (eg, a browser or the installed application) included in the first user terminal 110 . services or contents can be provided. For example, when the first user terminal 110 transmits a service request message to the server 150 through the network 140 under the control of the application, the server 150 transmits a code corresponding to the service request message to the first The content may be transmitted to the user terminal 110 , and the first user terminal 110 may provide content to the user by configuring and displaying a screen according to the code according to the control of the application.

FIG. 2 shows a configuration diagram of an embodiment for explaining the internal configuration of the user terminal and the server shown in FIG. 1 . In FIG. 2 , the internal configuration of the first user terminal 110 as an example of one user terminal and the server 150 as an example of one server will be described. When other user terminals 120 and 130 or other servers are provided, the other servers may also have the same or similar internal configuration.

The first user terminal 110 and the server 150 may include memories 211 and 221 , processors 212 and 222 , communication modules 213 and 223 , and input/output interfaces 214 and 224 . The memories 211 and 221 are computer-readable recording media, and are non-permanent mass storage devices such as random access memory (RAM), read only memory (ROM), PROM, flash memory, and disk drives. storage device) may be included. Also, an operating system or at least one program code (eg, a code for an application installed and driven in the first user terminal 110 ) may be stored in the memories 211 and 221 . These software components may be loaded from a computer-readable recording medium separate from the memories 211 and 221 . The separate computer-readable recording medium may include a computer-readable recording medium such as a floppy drive, a disk, a tape, a DVD/CD-ROM drive, and a memory card. In another embodiment, the software components may be loaded into the memories 211 and 221 through the communication modules 213 and 223 instead of a computer-readable recording medium. For example, at least one program is a program installed by files provided through the network 140 by a file distribution system (eg, the above-described server 150 ) that distributes installation files of developers or applications (eg, a program that is installed) may be loaded into the memories 211 and 221 based on the above-described application).

The processors 212 and 222 may be configured to process instructions of a computer program by performing basic arithmetic, logic, and input/output operations. The instructions may be provided to the processors 212 and 222 by the memories 211 and 221 or the communication modules 213 and 223 . For example, the processors 212 and 222 may be configured to execute received instructions according to program codes stored in a recording device such as the memories 211 and 221 .

The communication modules 213 and 223 may provide a function for the first user terminal 110 and the server 150 to communicate with each other through the network 140 , and another portable terminal (eg, the second portable terminal 120 ) )) or another server (eg, server 160 ). As an example, a request (eg, a search request) generated by the processor 212 of the first user terminal 110 according to a program code stored in a recording device such as the memory 211 is transmitted to a network under the control of the communication module 213 . It may be transmitted to the server 150 through 140 . Conversely, a control signal, command, content, file, etc. provided under the control of the processor 222 of the server 150 passes through the communication module 223 and the network 140 to the communication module of the first user terminal 110 . It may be received by the first portable terminal 110 through 213 . For example, a control signal or command of the server 150 received through the communication module 213 may be transmitted to the processor 212 or the memory 211 , and contents or files may be transmitted to the first user terminal 110 . may be stored as a storage medium that may further include

The input/output interface 214 may be a means for interfacing with the input/output device 215 . For example, the input device may include a device such as a keyboard or mouse, and the output device may include a device such as a display for displaying a communication session of an application. As another example, the input/output interface 214 may be a means for an interface with a device in which functions for input and output are integrated into one, such as a touch screen. As a more specific example, the processor 212 of the first user terminal 110 uses data provided by the server 150 or the second portable terminal 120 in processing the command of the computer program loaded in the memory 211 . A service screen or content configured by doing this may be displayed on the display through the input/output interface 214 . The input/output interface 224 can also output information configured by using the data provided by the server 150 when the processor 222 of the server 150 processes the command of the computer program loaded in the memory 221 likewise. have.

In addition, in other embodiments, the first user terminal 110 and the server 150 may include more components than those of FIG. 2 . However, there is no need to clearly show most of the prior art components. For example, the first user terminal 110 is implemented to include at least a portion of the above-described input/output device 215 or other such as a transceiver, a global positioning system (GPS) module, a camera, various sensors, a database, and the like. It may further include components. As a more specific example, when the first user terminal 110 is a smartphone, an acceleration sensor or a gyro sensor, a camera, various physical buttons, a button using a touch panel, an input/output port, and vibration It can be seen that various components such as a vibrator may be implemented to be further included in the first user terminal 110 .

In the present invention, the user terminal 110 analyzes each of the photos taken and stored by the user or uploaded through the SNS application, that is, the photos stored in the photo album application and the photo upload-based social network service application, and text for each of the photos. It is possible to obtain information and provide tip contents to be provided to the user at regular intervals based on the text information obtained for each of the photos. Here, the user terminal 110 selects texts with high relevance between photos by using text information including texts analyzed for each of the photos, and searches for or generates tip content including the selected texts from the tip content database. By doing so, the user-customized tip content can be provided to the user at a predetermined period, for example, once a day, using the information stored in the photo. Furthermore, the user terminal 110 additionally reflects not only text information obtained by analyzing the photo, but also location information, for example, place and time information at which the photo was taken, and customized to the user using the reflected information and text information. Tip content may also be provided to the user. Of course, the texts obtained for each of the photos are not all used, but texts with high relevance or similarity in the user's daily life are selected from some texts and some texts obtained from other photos, and then the user using the selected texts Customized tip content may be provided to the user through the user terminal 110 .

Furthermore, the user terminal 110 obtains text information including texts included in each of the photos through image analysis of the photos within a certain period without limiting to a certain number of photos or the number of photos based on the present. In addition, additional text information may be obtained through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the previous year, depending on circumstances. That is, the user terminal 110 may provide the user-customized tip content based on the text information obtained from the photos based on the present and the photos based on the current date of the previous year. Of course, even in this case, photographing location information and time information for each of the photos may be reflected.

Here, the user terminal 110 may limit the reselection of the tip content for the tip content provided to the user within a certain period of time based on the time point when the tip content is provided.

Furthermore, the user terminal 110 generates tip content based on user information and selected texts including pre-set interest area, gender, age, and region information for the user, and uses the generated tip content to use the user terminal. It can also be provided to users through

The server 150 may update tip contents, and by providing a tip contents database storing such tip contents to the user terminal 110 , the tip contents database of the user terminal 110 may be updated. Of course, depending on the situation, the server 150 receives the text information obtained for each of the photos from the user terminal 110, selects texts for generating tip contents from the received text information, and then uses the selected texts to the user By creating or searching for customized tip contents, the customized tip contents can be provided through the application of the present invention installed in the user terminal 110 .

The user terminal in the present invention may mean a user terminal such as a smart phone that can download and install the application of the present invention from the server shown in FIGS. 1 and 2 .

3 is a flowchart illustrating an operation of a method for providing user-customized tip content according to an embodiment of the present invention, and is a flowchart illustrating an operation in the user terminal shown in FIGS.

Referring to FIG. 3 , the method according to an embodiment of the present invention obtains text information for each of the photos by analyzing the photos stored in the photo application of the user terminal ( S310 ).

Here, in step S310, text information including related texts for each of the photos may be obtained through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service (SNS) application. , In this case, in step S310, text information may be obtained through analysis of pictures within a predetermined date range or a predetermined number of pictures based on the present among pictures stored in the picture application. That is, in step S310, by contacting the user's photo application, for example, a photo album application and a photo upload-based SNS application, and analyzing the photos in a certain date range or a certain number of photos, the image is converted into text and the text for each of the photos is information can be obtained.

Depending on the situation, step S310 is not limited to acquiring only text information about photos within a certain date range or a certain number of photos based on the present among photos stored in the photo application, and among the photos stored in the photo application, previous Text information may be acquired through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the year. That is, the method of the present invention may provide user-customized tip content by using only text information on photos within a certain date range or a certain number of photos based on the present, but the present invention is not limited thereto. As a reference, it is also possible to provide user-customized tip content by using text information about photos within a certain date range or a certain number of photos.

At this time, in step S310, text information obtained from the photo may include not only texts obtained through image analysis of the photo itself, but also location information or location information at which the photo was taken, and time information at which the photo was taken, When the corresponding photo is uploaded, time information about the upload time may also be included.

When text information for each of the photos is obtained by step S310, texts corresponding to a preset criterion are selected among the obtained text information (S320).

Here, in step S320, texts having similarities among texts related to the user's daily life included in the text information obtained in step S310 may be selected, and the similarity between the texts may include a preset function to calculate similarity or relevance. It can be calculated through, such a description is obvious to those skilled in the art of the present invention, and thus detailed description thereof will be omitted.

Furthermore, in step S320, texts having similarities may be selected from among texts related to the user's daily life included in the text information obtained in step S310 by reflecting the location information and time information of each photo. For example, in step S320, texts having similarity may be selected from texts obtained from photos having similar location information, and texts having similarity may be selected from texts obtained from photos having different location information but similar time information. You can also choose Of course, in step S320 , texts having similarity may be selected from among pictures having similar location information and time information, for example, texts obtained from pictures with different dates and similar shooting times in a similar area.

When texts are selected in step S320, tip contents including the selected texts are provided to the user through the user terminal (S330).

Here, S330 may select the tip content having the highest similarity to the texts selected from the tip content database including the tip content, and provide the selected tip content to the user through the user terminal.

Furthermore, in step S330, with respect to the tip content provided to the user, by limiting the reselection of the tip content within a certain period of time based on the time when the tip content is provided, the same user-customized tip content is prevented from being provided within a certain period of time. can do.

Further, in step S330, the tip content is generated based on the selected text and user information including the user information including the field of interest, gender, age, and region preset for the user, and the generated tip content is provided to the user through the user terminal You may. That is, step S330 is not limited to the tip contents stored in the tip contents database, and by generating customized tip contents using user information and selected texts according to the situation, user customized tip contents according to the situation rather than limited tip contents are generated. may provide. Of course, even in this case, a method for generating tip contents using texts and user information must be set, and user-customized tip contents can be generated using the set method. Here, in generating tip content using user information and information on selected texts, information on an area of interest and selected texts among user information may be used.

As described above, the method according to the embodiment of the present invention can provide user-customized tip content by using the fact that the user easily stores information highly related to his or her life in daily life by using a photo application.

At this time, the present invention may require the user to periodically inquire and process the photos stored in the photo application after installing the application of the present invention in the user terminal, and when the user's approval for the right is made By the method of the present invention, a user-customized tip content can be created and provided to the user. For example, the present invention after installing the application of the present invention "Can I inquire and process your photo stored in the photo application to provide user-customized tip content?" message is provided, and when the "Yes" button is selected through a user input, the user-customized tip content of the present invention can be provided, but when the "No" button is selected through the user input, the user-customized tip content is provided You can notify the user that this is not possible. For example, the present invention may provide a message such as "We cannot provide customized tip content because the user's photo cannot be inquired".

As such, the method of the present invention grants the right to inquire and learn the stored photos that contain a lot of information in a multidimensional manner, and provides user-customized tip content to help one's life through the analysis of the stored photos, Through this, the quality of the user's daily life can be improved.

4 is a diagram illustrating an example for explaining user-customized tip content provided to a user.

As shown in Fig. 4, the application of the present invention analyzes each of the photos stored in the user terminal of Fig. 4a to obtain text information for each photo. For example, for each of the three photos, text information such as wine, wine glass, restaurant, and atmosphere is acquired through image analysis of the first photo, and Halloween, Starbucks, and Christmas are obtained through image analysis of the second photo. It acquires text information such as notebook, music work, microphone, etc. through image analysis of the third photo.

And, as shown in FIG. 4B , the atmosphere and Christmas are selected as texts related to the user's daily life from among the obtained texts, so that "atmosphere" and "Christmas" selected from among the tip contents stored in the tip contents database are added. Corresponding tip contents, that is, tip contents having a high similarity are determined as user-customized tip contents and provided to the user.

At this time, an example of the tip contents stored in the tip contents database may be as shown in Table 1 below, and among the tip contents stored in the tip contents database of Table 1 below, tip contents #1234 including "atmosphere" and "Christmas" User-customized tip content can be provided to users.

Furthermore, the present invention may perform additional processing on the additionally stored photos when the photos are additionally stored. Of course, this process may be repeated periodically, for example, once a day, and the previously selected tip content may not be reselected or may not be reselected for a certain period of time.

5 is a diagram illustrating another example for explaining user-customized tip content provided to a user.

As shown in Fig. 5, the application of the present invention analyzes 5 photos uploaded through the SNS application of Fig. 5a to obtain text information for each photo. For example, texts such as a user in the first picture, a user in the second picture, a restaurant, food in the third picture, a meeting, a dog in the fourth picture, a car or a car or a vehicle in the fifth picture, are obtained.

And, as shown in FIG. 5B , a dog and a car are selected as relevant texts related to the user's daily life among the obtained texts, so that among the tip contents stored in the tip contents database, "dog" and "car" are selected. Corresponding tip content, that is, tip content with a high degree of similarity, for example, "Take a break if you put your dog in the car, it can prevent the dog from getting tired or moving away!" to provide.

6 shows the configuration of a user-customized tip content providing system according to an embodiment of the present invention.

Referring to FIG. 6 , a system 600 according to an embodiment of the present invention includes an acquiring unit 610 , a selection unit 620 , a providing unit 630 , and a database (DB) 640 .

The DB 640 stores various data related to the present invention as a database, and stores all related data of the present invention, such as the above-described tip content database, user information, and provided user-customized tip content information.

The obtaining unit 610 analyzes the photos stored in the photo application of the user terminal and obtains text information for each of the photos.

Here, the acquiring unit 610 acquires text information including related texts for each of the photos through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service (SNS) application. In this case, the acquisition unit 610 may acquire text information through analysis of pictures within a predetermined date range or a predetermined number of pictures based on the present among pictures stored in the picture application.

Depending on the situation, the acquisition unit 610 is not limited to acquiring only text information about pictures within a certain date range or a certain number of pictures based on the current among pictures stored in the picture application, and pictures stored in the picture application. Among them, text information may be obtained through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the previous year.

At this time, the acquiring unit 610 may include text information acquired from the picture, text acquired through image analysis of the picture itself, as well as location information or location information at which the picture was taken, and time information at which the picture was taken. Also, when the corresponding photo is uploaded, time information about the upload time may also be included.

The selection unit 620 selects texts corresponding to a preset criterion from among the acquired text information.

Here, the selection unit 620 may select texts having similarities among texts related to the user's daily life included in the text information obtained by the acquisition unit 610, and the similarity between the texts is calculated by calculating the similarity or relevance. It can be calculated through a function preset for

Furthermore, the selection unit 620 may select texts having similarities among texts related to the user's daily life included in the text information obtained by reflecting the location information and time information of each of the photos. For example, the selection unit may select texts having similarity among texts obtained from photos having similar location information, and may select texts having similarity among texts obtained from photos having different location information but similar time information. may be

The providing unit 630 provides tip content including selected texts to the user through the user terminal.

Here, the providing unit 630 may select the tip content having the highest similarity to the texts selected from the tip content database including the tip content, and provide the selected tip content to the user through the user terminal.

Furthermore, with respect to the tip content provided to the user, the providing unit 630 limits reselection of the tip content within a certain period of time based on the time when the tip content is provided, so that the same user-customized tip content is provided within a certain period of time. can be prevented from becoming

Furthermore, the providing unit 630 generates tip contents based on user information and selected texts including pre-set interest area, gender, age, and region information for the user, and transmits the generated tip contents through the user terminal. It can also be provided to users. That is, the providing unit is not limited to the tip contents stored in the tip contents database, and by generating customized tip contents using user information and selected texts according to the situation, it provides user customized tip contents according to the situation, not limited tip contents. You may. Of course, even in this case, a method for generating tip contents using texts and user information must be set, and user-customized tip contents can be generated using the set method. Here, in generating tip content using user information and information on selected texts, information on an area of interest and selected texts among user information may be used.

Although the description of the system of FIG. 6 is omitted, the system of FIG. 6 may include all the contents described in the method or system of FIGS. 1 to 5 , which will be apparent to those skilled in the art.

The device described above may be implemented as a hardware component, a software component, and/or a combination of the hardware component and the software component. For example, the apparatus and components described in the embodiments may include a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA), and a programmable logic unit (PLU). It may be implemented using one or more general purpose or special purpose computers, such as a logic unit, microprocessor, or any other device capable of executing and responding to instructions. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. The processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For convenience of understanding, although one processing device is sometimes described as being used, one of ordinary skill in the art will recognize that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that can include For example, the processing device may include a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as parallel processors.

The software may comprise a computer program, code, instructions, or a combination of one or more thereof, which configures a processing device to operate as desired or is independently or collectively processed You can command the device. The software and/or data may be any kind of machine, component, physical device, virtual equipment, computer storage medium or device, to be interpreted by or to provide instructions or data to the processing device. can be embodied in The software may be distributed over networked computer systems, and stored or executed in a distributed manner. Software and data may be stored in one or more computer-readable recording media.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded in a computer-readable medium. In this case, the medium may be to continuously store a program executable by a computer, or to temporarily store it for execution or download. In addition, the medium may be various recording means or storage means in the form of a single or several hardware combined, it is not limited to a medium directly connected to any computer system, and may exist distributed on a network. Examples of the medium include a hard disk, a magnetic medium such as a floppy disk and a magnetic tape, an optical recording medium such as CD-ROM and DVD, a magneto-optical medium such as a floppy disk, and those configured to store program instructions, including ROM, RAM, flash memory, and the like. In addition, examples of other media may include recording media or storage media managed by an app store that distributes applications, sites that supply or distribute other various software, and servers.

As described above, although the embodiments have been described with reference to the limited embodiments and drawings, various modifications and variations are possible for those skilled in the art from the above description. For example, the described techniques are performed in a different order than the described method, and/or the described components of the system, structure, apparatus, circuit, etc. are combined or combined in a different form than the described method, or other components Or substituted or substituted by equivalents may achieve an appropriate result.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

Claims (16)

obtaining text information for each of the photos by analyzing the photos stored in the photo application of the user terminal;
selecting texts corresponding to a preset criterion from among the acquired text information; and
providing tip contents such as a user-customized tip message including the selected texts to the user through the user terminal;
including,
The step of obtaining the text information is
Obtaining the text information through the analysis of photos within a certain date range or a certain number of photos based on the current among the photos stored in the photo application,
Selecting the texts
selecting texts having similarities among texts related to the user's daily life included in the text information obtained for each of the stored photos;
The step of providing the user
By automatically analyzing the photos stored in the photo application of the user terminal at a predetermined period, the user-customized tip content providing method for providing the user-customized tip content to the user in the predetermined period.
According to claim 1,
The step of obtaining the text information is
User-tailored tip content, characterized in that the text information including texts related to each of the photos is obtained through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service application. How to provide.
delete According to claim 1,
The step of obtaining the text information is
Among the photos stored in the photo application, the text information is obtained through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the previous year,
Selecting the texts
A method for providing user-customized tip content, comprising selecting texts having similarities among text information obtained based on the present and texts related to the user's daily life included in the text information based on the current date of a previous year.
According to claim 1,
The text information is
Includes location information and time information at which the photo was taken,
Selecting the texts
The user-customized tip content providing method, characterized in that by reflecting the location information and time information, selecting texts having similarities among texts related to the user's daily life included in the obtained text information.
According to claim 1,
The step of providing the user
A method for providing user-customized tip contents, comprising selecting tip contents having the highest similarity to the selected texts from a tip contents database including tip contents, and providing the selected tip contents to the user through the user terminal.
7. The method of claim 6,
The step of providing the user
With respect to the tip content provided to the user, the method for providing a user-customized tip content, characterized in that limiting the reselection of the tip content within a certain period of time based on the time when the tip content is provided.
According to claim 1,
The step of providing the user
generating tip contents based on the selected texts and user information including pre-set interest area, gender, age, and region information for the user, and providing the generated tip contents to the user through the user terminal User-customized tip content providing method, characterized in that.
an acquisition unit that analyzes the photos stored in the photo application of the user terminal and obtains text information for each of the photos;
a selection unit for selecting texts corresponding to a preset criterion from among the acquired text information; and
A providing unit that provides tip contents such as a user-customized tip message including the selected texts to the user through the user terminal
including,
The acquisition unit
Obtaining the text information through the analysis of photos within a certain date range or a certain number of photos based on the current among the photos stored in the photo application,
the selection unit
selecting texts having similarities among texts related to the user's daily life included in the text information obtained for each of the stored photos;
The provider
By automatically analyzing photos stored in the photo application of the user terminal at a predetermined period, the user-customized tip content providing system provides the user-customized tip content to the user in the predetermined period.
10. The method of claim 9,
The acquisition unit
User-tailored tip content, characterized in that the text information including texts related to each of the photos is obtained through analysis of photos stored in a photo application including at least one of a photo album application and a photo upload-based social network service application. delivery system.
delete 10. The method of claim 9,
The acquisition unit
Among the photos stored in the photo application, the text information is obtained through additional analysis of photos within a certain date range or a certain number of photos based on the current date of the previous year,
the selection unit
A user-customized tip content providing system, characterized in that the text information obtained based on the present and texts having a similarity are selected from among texts related to the user's daily life included in the text information based on the current date of the previous year.
10. The method of claim 9,
The text information is
Includes location information and time information at which the photo was taken,
the selection unit
The user-customized tip content providing system, characterized in that by reflecting the location information and the time information, selecting texts having similarities among texts related to the user's daily life included in the obtained text information.
10. The method of claim 9,
The provider
The user-customized tip content providing system, characterized in that selecting tip content having the highest similarity to the selected texts from a tip content database including tip content, and providing the selected tip content to the user through the user terminal.
15. The method of claim 14,
The provider
With respect to the tip content provided to the user, the user-customized tip content providing system, characterized in that limiting the reselection of the tip content within a predetermined period based on the time when the tip content is provided.
10. The method of claim 9,
The provider
generating tip contents based on the selected texts and user information including pre-set interest area, gender, age, and region information for the user, and providing the generated tip contents to the user through the user terminal User-customized tip content providing system, characterized in that.

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