WO2017209362A1 - Appareil de fourniture de contenu recommandé à l'aide de données de sauvegarde lors du transfert de données entre des terminaux, et procédé associé - Google Patents

Appareil de fourniture de contenu recommandé à l'aide de données de sauvegarde lors du transfert de données entre des terminaux, et procédé associé Download PDF

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Publication number
WO2017209362A1
WO2017209362A1 PCT/KR2016/014550 KR2016014550W WO2017209362A1 WO 2017209362 A1 WO2017209362 A1 WO 2017209362A1 KR 2016014550 W KR2016014550 W KR 2016014550W WO 2017209362 A1 WO2017209362 A1 WO 2017209362A1
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WIPO (PCT)
Prior art keywords
data
user
recommended
terminal
content
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PCT/KR2016/014550
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English (en)
Korean (ko)
Inventor
김종식
김두식
김종선
최진숙
Original Assignee
에스케이테크엑스 주식회사
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Priority claimed from KR1020160066671A external-priority patent/KR101886835B1/ko
Priority claimed from KR1020160066669A external-priority patent/KR101872333B1/ko
Application filed by 에스케이테크엑스 주식회사 filed Critical 에스케이테크엑스 주식회사
Publication of WO2017209362A1 publication Critical patent/WO2017209362A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/14—Error detection or correction of the data by redundancy in operation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04M—TELEPHONIC COMMUNICATION
    • H04M1/00—Substation equipment, e.g. for use by subscribers
    • H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/725—Cordless telephones
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor

Definitions

  • the present invention relates to a technology for providing recommendation content when transferring data between a plurality of terminals.
  • the present invention provides an apparatus for providing recommendation content based on backup data for data transfer capable of simultaneously executing data transfer and recommended content, and a method using the same. It is about.
  • the present invention also provides an apparatus and method for providing a recommendation application when transferring data between a plurality of terminals to simultaneously perform data transfer and installation of the recommendation application.
  • a plurality of terminals are sequentially or simultaneously connected to a PC-based transfer device to transfer data of an existing mobile phone to a new mobile phone, and data of an old terminal can be extracted and installed in a new terminal through the transfer device.
  • Such mobile phone data transfer device simply transfers the transfer data of the old terminal to the new terminal, and thus requires a new and active service using the transfer data of the user.
  • An object of the present invention is to provide recommended content optimized for a user at the same time as data transfer.
  • a device for providing recommended content configured to obtain backup data from a read terminal among a plurality of terminals to perform data transfer;
  • a backup data processing unit for generating user statistical data used for selecting recommended content using the backup data;
  • a recommendation content providing unit for providing a writing terminal with content execution conditions for automatic execution of the recommendation content together with transfer information corresponding to any one or more of the backup data and the recommendation content.
  • the recommendation content providing unit obtains link information for acquiring the recommended content using the recommendation content list generated based on the user statistics data, and includes the link information in the transfer information to the writing terminal. Can provide.
  • the recommended content providing device may further include a backup data deletion unit for deleting the backup data after providing the transfer information to the writing terminal.
  • the recommended content may be automatically executed based on the transfer information when the content execution condition is satisfied in the writing terminal.
  • the backup data processing unit may include: a data classification unit classifying the user statistics data according to at least one type of terminal data, content, and setting information; And a usage pattern generator configured to generate a usage pattern for each data type of a user of the read terminal based on the user statistical data classified according to the type.
  • the recommendation content list includes at least one recommendation content selected in consideration of transfer statistical data by a plurality of users together with the user statistics data among the plurality of recommendation candidate contents extracted based on the usage pattern for each data type.
  • Information may include
  • the at least one recommendation content may correspond to the recommendation candidate content having a user usage count predicted based on the user statistical data among the plurality of recommendation candidate contents equal to or greater than an average use count predicted based on the transfer statistics data. have.
  • the recommended content providing unit may include, in the transfer information, data selected by the user of the read terminal to transfer to the write terminal among the backup data.
  • the recommended content provider may check the compatibility of the writing terminal with the recommended content, and may obtain the link information when the recommended content is executable in the writing terminal.
  • the method for providing recommended content includes: obtaining backup data from a read terminal among a plurality of terminals to perform data transfer; Generating user statistics data used for selecting recommended content using the backup data; And providing content execution conditions for automatic execution of the recommended content to a writing terminal of the plurality of terminals together with transfer information corresponding to at least one of the backup data and the recommended content.
  • the providing to the writing terminal may include link information for acquiring the recommended content by using the recommended content list generated based on the user statistical data, and include the link information in the transfer information. Can be provided to the writing terminal.
  • the method for providing recommended content may further include deleting the backup data after providing the transfer information to the writing terminal.
  • the recommended content may be automatically executed based on the transfer information when the content execution condition is satisfied in the writing terminal.
  • the generating of the user statistics data may include classifying the user statistics data according to at least one type of terminal data, content, and setting information; And generating a usage pattern for each data type of a user of the read terminal based on the user statistical data classified according to the type.
  • the recommendation content list includes at least one recommendation content selected in consideration of transfer statistical data by a plurality of users together with the user statistics data among the plurality of recommendation candidate contents extracted based on the usage pattern for each data type.
  • Information may include
  • the at least one recommendation content may correspond to the recommendation candidate content having a user usage count predicted based on the user statistical data among the plurality of recommendation candidate contents equal to or greater than an average use count predicted based on the transfer statistics data. have.
  • the providing to the writing terminal may include the data selected by the user of the reading terminal to transfer to the writing terminal among the backup data in the transfer information.
  • the providing to the writing terminal may check the compatibility of the writing terminal with the recommended content, and may obtain the link information when the recommended content is executable in the writing terminal.
  • the backup data acquisition unit for obtaining the backup data from the read terminal of the plurality of terminals to perform data transfer;
  • a backup data processing unit configured to generate user statistical data used for selecting a recommended application using the backup data;
  • a recommendation application providing unit configured to provide transfer information corresponding to any one or more of the backup data and the recommendation application to a writing terminal among the plurality of terminals.
  • the recommendation application providing unit obtains link information for acquiring the recommendation application using the recommendation application list generated based on the user statistical data, and includes the link information in the transfer information to the writing terminal. Can provide.
  • the recommendation application providing apparatus may further include a backup data deleting unit for deleting the backup data after providing the transfer information to the writing terminal.
  • the backup data processing unit may include: a data classification unit classifying the user statistics data according to at least one type of terminal data, content, and setting information; And a usage pattern generator configured to generate a usage pattern for each data type of a user of the read terminal based on the user statistical data classified according to the type.
  • the recommendation application list includes at least one recommendation application selected by considering transfer statistical data by a plurality of users together with the user statistics data among a plurality of recommendation candidate applications extracted based on the usage pattern for each data type.
  • Information may include
  • the at least one recommendation application may correspond to the recommendation candidate application of which the user usage number predicted based on the user statistical data among the plurality of recommendation candidate applications is greater than or equal to the average usage count predicted based on the transfer statistics data. have.
  • the writing terminal may obtain an installation file corresponding to the recommended application based on the link information, and install the recommended application using the transfer information and the installation file.
  • the recommended application providing unit may include, in the transfer information, data selected by the user of the read terminal to transfer to the write terminal among the backup data.
  • the recommended application provider may check the compatibility of the writing terminal and the recommended application, and may obtain the link information when the recommended application is executable in the writing terminal.
  • the method of providing a recommendation application may include obtaining backup data from a read terminal among a plurality of terminals to perform data transfer; Generating user statistics data used for selecting a recommended application using the backup data; And providing transfer information corresponding to any one or more of the backup data and the recommended application to a writing terminal of the plurality of terminals.
  • the providing to the writing terminal may include link information for acquiring the recommended application using the recommended application list generated based on the user statistical data, and include the link information in the transfer information. Can be provided to the writing terminal.
  • the method for providing a recommended application may further include deleting the backup data after providing the transfer information to the writing terminal.
  • the generating of the user statistics data may include classifying the user statistics data according to at least one type of terminal data, content, and setting information; And generating a usage pattern for each data type of a user of the read terminal based on the user statistical data classified according to the type.
  • the recommendation application list includes at least one recommendation application selected by considering transfer statistical data by a plurality of users together with the user statistics data among a plurality of recommendation candidate applications extracted based on the usage pattern for each data type.
  • Information may include
  • the at least one recommendation application may correspond to the recommendation candidate application of which the user usage number predicted based on the user statistical data among the plurality of recommendation candidate applications is greater than or equal to the average usage count predicted based on the transfer statistics data. have.
  • the writing terminal may obtain an installation file corresponding to the recommended application based on the link information, and install the recommended application using the transfer information and the installation file.
  • the providing to the writing terminal may include the data selected by the user of the reading terminal to transfer to the writing terminal among the backup data in the transfer information.
  • the providing to the writing terminal may check the compatibility of the writing terminal and the recommended application, and obtain the link information when the recommended application is executable in the writing terminal.
  • the user can install recommended content suitable for the user's usage pattern together with the data of the old terminal in the new terminal without having to perform the content installation work.
  • the present invention can accurately determine the current needs of the user by providing the user's information based on the data at the time of replacing the mobile phone, not the past data can provide the optimum content.
  • the present invention can install the recommended application suitable for the user's usage pattern in the new terminal together with the data of the old terminal without the user having to perform the application installation operation.
  • the present invention can provide an optimal application by accurately grasping the current needs of the user by grasping the user's information based on the data at the time of replacing the mobile phone, not the past data.
  • the present invention can temporarily use and delete the mobile phone data used to determine the user's usage patterns or preferences only in a PC program for data transfer, thereby preventing the risk of personal information loss and protecting the user data.
  • FIG. 1 is a view showing a system for providing recommended content using backup data when transferring data between terminals according to an embodiment of the present invention.
  • FIG. 2 is a block diagram illustrating an example of an apparatus for providing recommended content illustrated in FIG. 1.
  • FIG. 3 is a block diagram illustrating an example of a backup data processing unit illustrated in FIG. 2.
  • FIG. 4 is a diagram illustrating an example of a data transfer agreement process according to the present invention.
  • 5 to 12 are diagrams illustrating a data transfer and content recommendation process using a data transfer program CLINK according to an embodiment of the present invention.
  • FIG. 13 is a flowchart illustrating a method for providing recommended content according to an embodiment of the present invention.
  • FIG. 14 is a flowchart illustrating a method for providing recommended content according to an embodiment of the present invention in detail.
  • 15 is a flowchart illustrating an example of a process of generating a recommended content list in a clink server according to an embodiment of the present invention.
  • 16 is a diagram illustrating a system for providing a recommendation application based on backup data for data transfer according to an embodiment of the present invention.
  • FIG. 17 is a block diagram illustrating an example of an apparatus for providing a recommended application shown in FIG. 16.
  • FIG. 18 is a block diagram illustrating an example of a backup data processing unit illustrated in FIG. 17.
  • 19 is a diagram illustrating an example of a data transfer agreement process according to the present invention.
  • 20 to 27 are diagrams illustrating a data transfer and application recommendation process using a data transfer program CLINK according to an embodiment of the present invention.
  • FIG. 28 is a flowchart illustrating a method of providing a recommended application according to an embodiment of the present invention.
  • 29 is a flowchart illustrating a method of providing a recommended application according to an embodiment of the present invention in detail.
  • FIG. 30 is a flowchart illustrating an example of a process of generating a recommended application list in a clink server according to the present invention.
  • FIG. 1 is a view showing a system for providing recommended content using backup data when transferring data between terminals according to an embodiment of the present invention.
  • the system for recommending content using backup data when transferring data between terminals includes a CLINK server 110, a device for providing recommended content 111, and transfer information 112. ), The existing mobile phone 120, the new mobile phone 130 and the app store 140.
  • the CLINK server 110 may serve to move data stored in the existing mobile phone 120 to the new mobile phone 130.
  • the Clink server 110 may be connected to the PC and the terminal to perform the transfer or the recommended content providing device 111 such as FIG. 1 to obtain data from the existing mobile phone 120.
  • the recommended content providing device 111 may correspond to a terminal including software and a database for providing recommended content.
  • information for selecting recommended content may be generated by analyzing data acquired from the existing mobile phone 120 through software installed in the recommended content providing device 111. At this time, the generated information may be provided to the clink server 110 to select recommended content.
  • the recommendation content providing system may provide recommended content simultaneously with data transfer between terminals based on the clink server 110 and the recommendation content providing device 111.
  • the existing mobile phone 120 and the new mobile phone 130 may be connected to the recommended content providing device 111 at the same time or respectively.
  • the mobile phone 120 may be connected to a recommended content providing device 111 or a terminal including software and a database for providing recommended content to read data.
  • the recommended content providing device 111 may generate user statistics data for selecting recommended content using data acquired from the existing mobile phone 120, that is, backup data.
  • the clink server 110 When the recommended content providing device 111 provides the user statistical data to the clink server 110, the clink server 110 generates a recommended content list based on the user statistical data to provide the recommended content providing device 111. ) Can be provided.
  • the recommended content providing device 111 classifies and stores the user statistical data into a type corresponding to the terminal data, the content and the setting information, and stores the user statistical data in the user of the existing mobile phone 120 using the user statistical data classified by type.
  • a user usage pattern for each data type may be generated. That is, the recommended content providing device 111 may obtain a recommendation content list suitable for the user of the existing mobile phone 120 by providing a user use pattern for each data type to the clink server 110.
  • the clink server 110 first extracts a plurality of recommendation candidate contents using a user usage pattern for each data type, and includes at least one recommendation content to be included in the recommendation content list among the extracted plurality of recommendation candidate contents. Can be screened.
  • the clink server 110 may select at least one recommendation content by using data about various users who used the recommendation content providing service simultaneously with data transfer.
  • at least one recommendation may be performed by collecting user statistics data of a plurality of users to generate transfer statistics data, and comparing user statistics data of the user of the existing mobile phone 120 of FIG. 1 with the transfer statistics data. Content can be selected.
  • the recommendation content providing apparatus 111 generates the transfer information 112 corresponding to any one or more of the backup data and the recommended content based on the recommendation content list provided from the clink server 110 to automatically generate the recommended content. It can be provided to the new mobile phone 130 with the content execution conditions for execution. That is, while performing the process of moving or restoring the data of the existing mobile phone 120 to the new mobile phone 130, it may also provide information on the recommended content.
  • the transfer information 112 provided by the recommended content providing device 111 to the new mobile phone 130 may download the recommended content from the clink server 110 or the app store 140 in the new mobile phone 130. May contain information. For example, it may include link information of the app store 140 that provides recommended content.
  • the transfer information 112 may include a separate application for downloading the recommended content based on the link information together with the backup data to be restored from the existing mobile phone 120 to the new mobile phone 130.
  • the recommended content providing device 111 provides a temporary application for downloading recommended content together with backup data through the transfer information 112 to the new mobile phone 130
  • all the transfer information is transferred to the new mobile phone 130.
  • the temporary application may be installed in the new mobile phone 130.
  • the temporary application may be executed to obtain recommended content from at least one of the clink server 110 and the app store 140.
  • the temporary application may operate based on the recommended content providing device 111 to obtain recommended content.
  • the temporary application may execute the obtained recommended content according to the content execution condition.
  • the recommended content providing device 111 may prevent the user's personal information from being leaked or misused by deleting the backup data acquired from the existing mobile phone 120.
  • the user statistics data generated through the backup data may be stored in a database connected to the recommended content providing device 111 and the clink server 110, the user statistics data is sensitive to the user of the existing mobile phone 120 Information may not be included. That is, the user statistical data is data processed so that only statistical information remains, such as data for each age, gender, and taste, and may be stored and used to generate transfer statistical data for a plurality of users.
  • FIG. 2 is a block diagram illustrating an example of an apparatus for providing recommended content illustrated in FIG. 1.
  • the recommended content providing apparatus illustrated in FIG. 1 includes a backup data obtaining unit 210, a backup data processing unit 220, a recommended content providing unit 230, a backup data deleting unit 240, and a storage unit. 250.
  • the backup data acquisition unit 210 obtains backup data from a read terminal among a plurality of terminals to perform data transfer.
  • the read terminal may correspond to the old terminal to be replaced. That is, since the terminal has been previously used, information stored or set by the user may be included in the read terminal.
  • the backup data is stored in the content list, contacts, text messages, call logs, memos, calendars, SNS data, photos, videos, music, documents, voice recording, wallpaper, ringtones, alarms, bookmarks and system security Settings and the like.
  • the recommended content providing apparatus may correspond to a terminal including software and a database for providing recommended content based on the backup data of the reading terminal. Therefore, the reading terminal may be connected to the recommended content providing device based on a connection jack corresponding to the reading terminal.
  • the read terminal and the write terminal may be connected to the recommended content providing apparatus simultaneously or separately according to a connection scheme.
  • a connection jack corresponding to each of the read terminal and the write terminal may be connected to the recommended content providing device, and the read terminal and the write terminal may be connected to each connection jack.
  • the reading terminal when the reading terminal is connected to the recommended content providing device, it may be checked whether the user is provided with the recommended content at the same time as data transfer to the reading terminal. For example, it may be determined that the user of the reading terminal provides the terms related to the data transfer and the recommendation contents provision, and the user agrees to the provision of the recommendation contents to the writing terminal later by agreeing to the terms. have.
  • a means for providing a reward to the agency or agency representative who performs data transfer may be output to the recommended content providing device.
  • the OK cashback earning window for providing the OK cashback point to the agency A is recommended. May be output to the content providing device
  • the recommended content providing device may be connected or communicate with a CLINK server, which is a data transfer server for transferring data between a plurality of terminals.
  • the clink server may play a role of moving or restoring the backup data acquired from the read terminal to the write terminal.
  • the recommended content providing device may transmit information on the backup data obtained from the read terminal to the clink server.
  • one-to-one or N-to-N data transfer between the read terminal and the write terminal may be performed based on the clink server. For example, not only data transfer between one read terminal and one write terminal, but also data transfer between a plurality of read terminals and a plurality of write terminals may be performed.
  • the recommended content providing device and the clink server may communicate through a network.
  • the network provides a passage for transferring data between the recommended content providing device and the clink server, and is a concept that encompasses both an existing network and a network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the backup data processing unit 220 generates user statistics data used for selecting recommended content using the backup data.
  • the user statistical data may correspond to statistical data excluding sensitive personal information about the user. For example, if you use a contact or call log, user statistical data includes information such as whether there is a record of the call you made overseas, how often you call, or how many international numbers are stored in the contact. Can be generated. In addition, personal information, such as your phone number, name, photo or image of a video, is not included in your statistical data, but for what age you are, what your gender is, or how much your photo or video is stored. User statistics data can be generated by collecting only statistical information such as whether there is a presence.
  • the recommended content may be content that the user is expected to utilize frequently in the writing terminal. That is, the recommended content that is expected to be frequently used by the user in the writing terminal may be selected using the user statistical data.
  • the latest ballad music contents may be selected as recommended content.
  • the latest popular American drama content may be selected as the recommended content.
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type of the user of the reading terminal may be generated based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • the recommended content provider 230 provides a content execution condition for automatically executing the recommended content along with transfer information corresponding to at least one of the backup data and the recommended content, to the writing terminal among the plurality of terminals.
  • the writing terminal may correspond to a new terminal to be newly used by the user.
  • the writing terminal may be connected to the recommended application providing apparatus in the same manner as the reading terminal to receive the transfer information.
  • the read terminal is first connected to the recommended content providing device to read the backup data, and then the read terminal is disconnected and the write terminal is connected to the recommended content providing device, or the read terminal and the writing terminal are simultaneously connected to the recommended content providing device.
  • the data transfer and the recommendation content may be simultaneously provided using any one of the methods.
  • the link information for acquiring the recommended content may be obtained using the recommended content list generated based on the user statistical data, and the link information may be included in the transfer information and provided to the writing terminal. That is, the transfer information may include link information for downloading the recommended content, and the recommended content may be downloaded to the writing terminal based on the link information.
  • the writing terminal may obtain recommended content based on the link information. That is, the user can automatically download the recommended content from the page connected through the transfer information without having to download the recommended content directly.
  • the recommendation content list includes information on at least one recommendation content selected in consideration of transfer statistics data by a plurality of users together with user statistics data among a plurality of recommendation candidate contents extracted based on a usage pattern for each data type. It may include.
  • the transfer statistical data may correspond to statistical data generated by storing user statistical data generated for each of a plurality of users in a database.
  • the recommended content list may be generated in the clink server and delivered to the recommended content providing device. That is, when the recommendation content providing apparatus provides a usage pattern for each data type based on the user statistics data to the clink server, the recommendation content list may be generated by selecting at least one recommendation content from the clink server.
  • the clink server first selects a plurality of recommended candidate contents by extracting all of the recommended candidate contents based on the user's telephone usage pattern, the recommended candidate contents based on the living pattern, and the recommended candidate contents based on the user's musical taste information. Based on the user statistical data and the transfer statistical data, recommendation candidate content that is not suitable for being recommended as a writing terminal among the plurality of recommendation candidate contents may be excluded.
  • the recommended content providing apparatus may be connected to the clink server through a network.
  • the network provides a passage for transferring data between the recommended content providing device and the clink server, and is a concept that encompasses both an existing network and a network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the at least one recommendation content may correspond to the recommendation candidate content in which the user usage count predicted based on the user statistical data among the plurality of recommendation candidate contents is equal to or greater than the average use count predicted based on the transfer statistical data.
  • the clink server selects ballad music as a recommendation candidate content based on streaming records of ballad music included in a user's music application. Can be predicted. That is, the average of the number of times of use of ballad music on a monthly basis may be calculated based on music applications of a plurality of users.
  • the latest ballad music may be selected as a recommended content and included in the recommended content list. However, if the number of times the user has used the ballad music in recent months is less than the average number of times used by the plurality of users, the latest ballad music may not be selected as the recommended content.
  • the recommendation content list may be determined by further determining whether the user can utilize the recommendation candidate contents.
  • the compatibility between the writing terminal and the recommended content may be checked, and link information may be obtained when the recommended content is executable in the writing terminal.
  • the data selected by the user of the read terminal to transfer to the write terminal among the backup data may be included in the transfer information.
  • the transfer information For example, when the backup data is output to the user and the user selects data to be restored to the writing terminal from the output backup data, only the selected data may be included in the transfer information.
  • the recommended content providing apparatus may provide the recommended content directly to the writing terminal connected through the connection jack.
  • the recommended content providing apparatus may download the recommended content from the app store based on the recommended content list, and provide the recommended content to the writing terminal.
  • the transfer information may monitor whether the content execution condition for the recommended content is satisfied in the writing terminal, and automatically execute the recommended content when the content execution condition is satisfied.
  • the transfer information may monitor whether the user of the writing terminal to play another US drama with a video application. In other words, if it is detected that the writing terminal plays another American drama, the trailer of the US drama A can be automatically executed after the playback of the other American drama is finished.
  • monitoring of the write terminal may be activated after data transfer is completed, that is, information is now provided to the write terminal and data restoration is completed, and the completion of the data transfer may be recognized as SMS initial reception of the write terminal. have.
  • the backup data deleting unit 240 deletes the backup data after providing the transfer information to the writing terminal. That is, since the backup data includes personal information about the user, after the data transfer is completed by providing the transfer information to the writing terminal, the backup data may be deleted to protect the user's personal information.
  • backup data containing personal information is not deleted and stored separately after data transfer is completed, and user statistics data generated by processing the backup data so as not to contain sensitive personal information is stored in a database to select recommended contents. It can also be used for statistics.
  • the storage unit 250 stores various information generated in the process of providing recommended content according to the embodiment of the present invention as described above.
  • the storage unit 250 may be configured independently of the recommended content providing apparatus to support a function for providing recommended content. At this time, the storage unit 250 may operate as a separate mass storage, and may include a control function for performing the operation.
  • the recommended content providing device may be equipped with a memory to store information in the device.
  • the memory is a computer readable medium.
  • the memory may be a volatile memory unit, and for other implementations, the memory may be a nonvolatile memory unit.
  • the storage device is a computer readable medium.
  • the storage device may include, for example, a hard disk device, an optical disk device, or some other mass storage device.
  • the recommended content providing device may provide optimized content for the user at the same time as data transfer.
  • the user can install recommended content suitable for the user's usage pattern together with the data of the old terminal in the new terminal without having to perform the content installation work.
  • the mobile phone data used to grasp the user's usage patterns or preferences may be temporarily used and deleted only in a PC program for data transfer, thereby preventing the risk of personal information loss and protecting the user data.
  • FIG. 3 is a block diagram illustrating an example of a backup data processing unit illustrated in FIG. 2.
  • the backup data processor 220 shown in FIG. 2 includes a data classifier 310 and a usage pattern generator 320.
  • the data classifier 310 classifies the user statistical data according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • the usage pattern generator 320 generates a usage pattern for each data type based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • FIG. 4 is a diagram illustrating an example of a data transfer agreement process according to the present invention.
  • a data transfer agreement check box 410 regarding data transfer stored in a user's terminal and an app store agreement agreement check box 420 for providing recommended content are simultaneously provided. can do.
  • the data transfer agreement check box 410 may be for obtaining user consent for a transfer process of obtaining data to be transferred from a read terminal of the user and restoring the obtained data to the write terminal.
  • the app store agreement agreement checkbox 420 may be to obtain a user consent for the process of receiving and using the program or content through the app store for the complete restoration of the writing terminal. That is, the writing terminal may be a user agreement for a process of downloading and installing a program or content through link information of an app store included in transfer information.
  • 5 to 12 are diagrams illustrating a data transfer and content recommendation process using a data transfer program CLINK according to an embodiment of the present invention.
  • 5 to 12 may correspond to screens displayed on the recommended content providing device or the clink server and the clink PC in order to perform data transfer between the read terminal and the write terminal, and to provide the recommended content.
  • one of a method of individually connecting 510 and a method of simultaneously connecting 520 may be selected and connected. .
  • the method of individual connection 510 may correspond to first connecting the read terminal to the recommended content providing device or a separate device for data transfer to obtain backup data, and then connecting and restoring the write terminal.
  • the simultaneous connection 520 may perform data transfer by simultaneously connecting the read terminal and the write terminal as illustrated in FIG. 5. At this time, although the read terminal and the write terminal are simultaneously connected, the process of backing up and restoring data may be sequentially performed.
  • data to be backed up is selected and backed up from a read terminal. That is, among the data stored or set in the read terminal, data that the user does not want to transfer to the write terminal may not be selected on the screen as shown in FIG.
  • the data stored in the read terminal is classified into the terminal data 610, the content 620, and the setting information 630 as shown in FIG. 6, so that the user can more easily select the data to be backed up. have.
  • the screen changes to the screen shown in FIG. 7 and the data read state 710 may be output in real time.
  • a read completion message 730 may be displayed for data whose backup is completed from a read terminal, and a read wait message 740 may be displayed for data that has not been completed yet.
  • the screen of FIG. 6 may be returned to the screen of FIG. 6 by selecting the read cancel button 720.
  • the process of selecting data to be transferred may also be processed by the user's selection as in FIG. 6.
  • the data backed up from the read terminal may be classified into the terminal data 810, the content 820, and the setting information 830, respectively, so that the user may more easily identify and select the data to be transferred. .
  • the recommended content list 910 to be provided to the writing terminal together with the data to be transferred may be output.
  • the content selection buttons 911 ⁇ 915 may be provided together so that the user can select and download only the recommended content that the user wants to be provided from the recommended content list 910.
  • the user may receive confirmation of whether the user is finally provided with the recommended content by providing a check box 1020 for providing the transfer information for downloading the recommended content through the user approval window 1010.
  • the consent process illustrated in FIG. 10 may be omitted according to the user consent process illustrated in FIG. 4.
  • the user can provide the content execution condition together with the transfer information to the writing terminal while showing the data writing state 1110 in real time.
  • the write completion message 1130 may be displayed on the data that has been restored to the write terminal, and the write standby message 1140 may be displayed on the data that has not been restored yet. have.
  • the screen of FIG. 9 may be returned to the screen of FIG. 9 by selecting the write cancel button 1120.
  • the data transfer result window 1210 may be output as shown in FIG. 12.
  • FIG. 13 is a flowchart illustrating a method for providing recommended content according to an embodiment of the present invention.
  • backup data is obtained from a read terminal among a plurality of terminals to perform data transfer (S1310).
  • the read terminal may correspond to the old terminal to be replaced. That is, since the terminal has been previously used, information stored or set by the user may be included in the read terminal.
  • the backup data is stored in the content list, contacts, text messages, call logs, memos, calendars, SNS data, photos, videos, music, documents, voice recording, wallpaper, ringtones, alarms, bookmarks and system security Settings and the like.
  • the recommended content providing apparatus may correspond to a terminal including software and a database for providing recommended content based on the backup data of the reading terminal. Therefore, the reading terminal may be connected to the recommended content providing device based on a connection jack corresponding to the reading terminal.
  • the read terminal and the write terminal may be connected to the recommended content providing apparatus simultaneously or separately according to a connection scheme.
  • a connection jack corresponding to each of the read terminal and the write terminal may be connected to the recommended content providing device, and the read terminal and the write terminal may be connected to each connection jack.
  • the reading terminal when the reading terminal is connected to the recommended content providing device, it may be checked whether the user is provided with the recommended content at the same time as data transfer to the reading terminal. For example, it may be determined that the user of the reading terminal provides the terms related to the data transfer and the recommendation contents provision, and the user agrees to the provision of the recommendation contents to the writing terminal later by agreeing to the terms. have.
  • a means for providing a reward to the agency or agency representative who performs data transfer may be output to the recommended content providing device.
  • the OK cashback earning window for providing the OK cashback point to the agency A is recommended. May be output to the content providing device
  • the recommended content providing device may be connected or communicate with a CLINK server, which is a data transfer server for transferring data between a plurality of terminals.
  • the clink server may play a role of moving or restoring the backup data acquired from the read terminal to the write terminal.
  • the recommended content providing device may transmit information on the backup data obtained from the read terminal to the clink server.
  • one-to-one or N-to-N data transfer between the read terminal and the write terminal may be performed based on the clink server. For example, not only data transfer between one read terminal and one write terminal, but also data transfer between a plurality of read terminals and a plurality of write terminals may be performed.
  • the recommended content providing device and the clink server may communicate through a network.
  • the network provides a passage for transferring data between the recommended content providing device and the clink server, and is a concept that encompasses both an existing network and a network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the method for providing recommended content generates user statistics data used for selecting recommended content using backup data (S1320).
  • the user statistical data may correspond to statistical data excluding sensitive personal information about the user. For example, if you use a contact or call log, user statistical data includes information such as whether there is a record of the call you made overseas, how often you call, or how many international numbers are stored in the contact. Can be generated. In addition, personal information, such as your phone number, name, photo or image of a video, is not included in your statistical data, but for what age you are, what your gender is, or how much your photo or video is stored. User statistics data can be generated by collecting only statistical information such as whether there is a presence.
  • the recommended content may be content that the user is expected to utilize frequently in the writing terminal. That is, the recommended content that is expected to be frequently used by the user in the writing terminal may be selected using the user statistical data.
  • the latest ballad music contents may be selected as recommended content.
  • the latest popular American drama content may be selected as the recommended content.
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type of the user of the reading terminal may be generated based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • the method for providing recommended content includes a content execution condition for automatically executing recommended content along with transfer information corresponding to any one or more of backup data and recommended content to a writing terminal among a plurality of terminals. Provided (S1330).
  • the writing terminal may correspond to a new terminal to be newly used by the user.
  • the writing terminal may be connected to the recommended application providing apparatus in the same manner as the reading terminal to receive the transfer information.
  • the read terminal is first connected to the recommended content providing device to read the backup data, and then the read terminal is disconnected and the write terminal is connected to the recommended content providing device, or the read terminal and the writing terminal are simultaneously connected to the recommended content providing device.
  • the data transfer and the recommendation content may be simultaneously provided using any one of the methods.
  • the link information for acquiring the recommended content may be obtained using the recommended content list generated based on the user statistical data, and the link information may be included in the transfer information and provided to the writing terminal. That is, the transfer information may include link information for downloading the recommended content, and the recommended content may be downloaded to the writing terminal based on the link information.
  • the writing terminal may obtain recommended content based on the link information. That is, the user can automatically download the recommended content from the page connected through the transfer information without having to download the recommended content directly.
  • the recommendation content list includes information on at least one recommendation content selected in consideration of transfer statistics data by a plurality of users together with user statistics data among a plurality of recommendation candidate contents extracted based on a usage pattern for each data type. It may include.
  • the transfer statistical data may correspond to statistical data generated by storing user statistical data generated for each of a plurality of users in a database.
  • the recommended content list may be generated in the clink server and delivered to the recommended content providing device. That is, when the recommendation content providing apparatus provides a usage pattern for each data type based on the user statistics data to the clink server, the recommendation content list may be generated by selecting at least one recommendation content from the clink server.
  • the clink server first selects a plurality of recommended candidate contents by extracting all of the recommended candidate contents based on the user's telephone usage pattern, the recommended candidate contents based on the living pattern, and the recommended candidate contents based on the user's musical taste information. Based on the user statistical data and the transfer statistical data, recommendation candidate content that is not suitable for being recommended as a writing terminal among the plurality of recommendation candidate contents may be excluded.
  • the recommended content providing apparatus may be connected to the clink server through a network.
  • the network provides a passage for transferring data between the recommended content providing device and the clink server, and is a concept that encompasses both an existing network and a network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the at least one recommendation content may correspond to the recommendation candidate content in which the user usage count predicted based on the user statistical data among the plurality of recommendation candidate contents is equal to or greater than the average use count predicted based on the transfer statistical data.
  • the clink server selects ballad music as a recommendation candidate content based on the streaming record of ballad music included in the user's music application, and the average number of times the ballad music is used by a plurality of users based on transfer statistics data. Can be predicted. That is, the average of the number of times of use of ballad music on a monthly basis may be calculated based on music applications of a plurality of users.
  • the latest ballad music may be selected as a recommended content and included in the recommended content list. However, if the number of times the user has used the ballad music in recent months is less than the average number of times used by the plurality of users, the latest ballad music may not be selected as the recommended content.
  • the recommendation content list may be determined by further determining whether the user can utilize the recommendation candidate contents.
  • the compatibility between the writing terminal and the recommended content may be checked, and link information may be obtained when the recommended content is executable in the writing terminal.
  • the data selected by the user of the read terminal to transfer to the write terminal among the backup data may be included in the transfer information.
  • the transfer information For example, when the backup data is output to the user and the user selects data to be restored to the writing terminal from the output backup data, only the selected data may be included in the transfer information.
  • the recommended content providing apparatus may provide the recommended content directly to the writing terminal connected through the connection jack.
  • the recommended content providing apparatus may download the recommended content from the app store based on the recommended content list, and provide the recommended content to the writing terminal.
  • the transfer information may monitor whether the content execution condition for the recommended content is satisfied in the writing terminal, and automatically execute the recommended content when the content execution condition is satisfied.
  • the transfer information may monitor whether the user of the writing terminal to play another US drama with a video application. In other words, if it is detected that the writing terminal plays another American drama, the trailer of the US drama A can be automatically executed after the playback of the other American drama is finished.
  • monitoring of the write terminal may be activated after data transfer is completed, that is, information is now provided to the write terminal and data restoration is completed, and the completion of the data transfer may be recognized as SMS initial reception of the write terminal. have.
  • the recommended content providing method deletes backup data after providing transfer information to a writing terminal. That is, since the backup data includes personal information about the user, after the data transfer is completed by providing the transfer information to the writing terminal, the backup data may be deleted to protect the user's personal information.
  • backup data containing personal information is not deleted and stored separately after data transfer is completed, and user statistics data generated by processing the backup data so as not to contain sensitive personal information is stored in a database to select recommended contents. It can also be used for statistics.
  • the recommendation content providing method according to an embodiment of the present invention stores various information generated in the recommendation content providing process according to the embodiment of the present invention as described above.
  • the storage module may be configured independently of the recommended content providing device to support a function for providing recommended content.
  • the storage module may operate as a separate mass storage and may include a control function for performing an operation.
  • the recommended content optimized for the user may be provided at the same time as data transfer.
  • the user can install recommended content suitable for the user's usage pattern together with the data of the old terminal in the new terminal without having to perform the content installation work.
  • the mobile phone data used to grasp the user's usage patterns or preferences may be temporarily used and deleted only in a PC program for data transfer, thereby preventing the risk of personal information loss and protecting the user data.
  • FIG. 14 is a flowchart illustrating a method for providing recommended content according to an embodiment of the present invention in detail.
  • the recommended content providing method first obtains backup data from a read terminal among a plurality of terminals (S1410).
  • the read terminal may correspond to the old terminal to be replaced.
  • the backup data is stored in the content list, contacts, text messages, call logs, memos, calendars, SNS data, photos, videos, music, documents, voice recording, wallpaper, ringtones, alarms, bookmarks and system security Settings and the like.
  • the user statistical data is generated using the backup data (S1420).
  • the user statistical data may correspond to data for generating statistical information except for sensitive personal information about the user.
  • personal information such as a user's phone number, name, image of a photo or video is not included in the user's statistical data, but for what age group the user is, what his gender is, or how much the photo or video is.
  • User statistics data can be generated by collecting only statistical information such as whether the information is stored.
  • the user statistics data is classified by type (S1430), and a usage pattern for each data type is generated based on the classified user statistics data (S1440).
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type is provided to the clink server, and a recommendation content list generated based on the usage pattern for each data type is acquired by the clink server (S1450).
  • the recommended content list may include information on at least one recommended content that the user is expected to utilize frequently in the writing terminal. That is, by using the information obtained from the user's reading terminal, it is possible to infer content, applications or usage patterns of the user that are frequently used by the user.
  • the clink server may select a plurality of recommendation candidate contents based on user statistical data, and select at least one recommendation content by comparing the average use frequency and the user use frequency of the plurality of recommendation candidate contents.
  • the clink server selects ballad music as a recommendation candidate content based on the streaming record of ballad music included in the user's music application, and the average number of times the ballad music is used by a plurality of users based on transfer statistics data. Can be predicted. That is, the average of the number of times of use of ballad music on a monthly basis may be calculated based on music applications of a plurality of users.
  • the latest ballad music may be selected as a recommended content and included in the recommended content list. However, if the number of times the user has used the ballad music in recent months is less than the average number of times used by the plurality of users, the latest ballad music may not be selected as the recommended content.
  • transfer information corresponding to one or more of at least one recommended content and backup data included in the recommended content list is provided to the writing terminal together with the content execution condition for automatically executing the content (S1460).
  • the backup data may correspond to data selected by the user for transferring from the backup data obtained from the read terminal to the write terminal.
  • the transfer information may include link information for downloading at least one recommended content.
  • the backup data is deleted (S1470). That is, since the backup data includes personal information about the user, the backup data may be deleted to protect the user's personal information after completing the data transfer.
  • 15 is a flowchart illustrating an example of a process of generating a recommended content list in a clink server according to the present invention.
  • a plurality of recommendation candidate contents are extracted using a usage pattern for each data type obtained from the recommendation content providing apparatus (S1510).
  • step S1535 if it is determined in step S1535 that the user usage count is less than the average usage count, the corresponding candidate candidate content is excluded from the recommended content and it is determined whether there is recommendation candidate content to be compared (S1545).
  • step S1545 If there is a recommendation candidate content to be further compared as a result of the determination in step S1545, the process of selecting the recommended content may be repeated by comparing the average use frequency and the user use frequency with respect to the corresponding recommendation candidate content (S1530).
  • step S1530 to step S1545 the process of step S1530 to step S1545 is repeated to generate a recommendation content list corresponding to at least one selected recommendation content. (S1550).
  • 16 is a diagram illustrating a system for providing a recommendation application based on backup data for data transfer according to an embodiment of the present invention.
  • a system for recommending application based on backup data for data transfer includes a CLINK server 1610, a device for providing recommendation application 1611, and transfer information 1612. , An existing mobile phone 1620, a new mobile phone 1630, and an app store 1640.
  • the CLINK server 1610 may serve to move data stored in the existing mobile phone 1620 to the new mobile phone 130.
  • the Clink server may be connected to the PC and the terminal to perform the transfer or the recommended application providing device 1611 such as FIG. 16 to obtain data from the existing mobile phone 1620.
  • the recommended application providing apparatus 1611 may correspond to a terminal including software and a database for providing a recommended application.
  • information for selecting a recommendation application may be generated by analyzing data acquired from the existing mobile phone 1620 through software installed in the recommendation application providing apparatus 1611.
  • the generated information may be provided to the clink server 1610 to select a recommended application.
  • the recommendation application providing system may provide a recommendation application simultaneously with data transfer between terminals based on the clink server 1610 and the recommendation application providing apparatus 1611.
  • the existing mobile phone 1620 and the new mobile phone 1630 may be connected to the recommended application providing device 1611 at the same time or respectively.
  • the mobile phone 1620 may be connected to a recommended application providing device 1611 or a terminal including software and a database for providing a recommended application to read data.
  • the existing mobile phone 1620 and the new mobile phone 1630 may be simultaneously connected to the recommended application providing device 1611 or may be connected to each other according to a connection method.
  • the recommendation application providing apparatus 1611 may generate user statistics data for selecting a recommendation application using data acquired from the existing mobile phone 1620, that is, backup data.
  • the clink server 1610 generates the recommended application list based on the user statistical data to provide the recommended application providing apparatus 1611. ) Can be provided.
  • the recommended application providing apparatus 1611 classifies and stores the user statistical data into a type corresponding to the terminal data, the content, and the setting information, and stores the user statistical data in the user of the existing mobile phone 1620 using the user statistical data classified for each type.
  • a user usage pattern for each data type may be generated. That is, the recommendation application providing apparatus 1611 may obtain a recommendation application list suitable for the user of the existing mobile phone 1620 by providing a user use pattern for each data type to the clink server 1610.
  • the clink server 1610 first extracts a plurality of recommendation candidate applications using a user usage pattern for each data type, and selects at least one recommendation application to be included in the recommendation application list from the extracted plurality of recommendation candidate applications. Can be screened.
  • the clink server 1610 may select at least one recommendation application by using data about various users who used the recommendation application providing service simultaneously with data transfer. For example, at least one recommendation may be performed by collecting user statistics data of a plurality of users to generate transfer statistics data, and comparing the user statistics data of the user of the existing mobile phone 1620 and the transfer statistics data of FIG. 16. You can select an application.
  • the recommended application providing apparatus 1611 may generate transfer information 1612 corresponding to the backup data and the recommended application based on the recommended application list provided from the clink server 1610 and provide the transferred information 1612 to the new mobile phone 1630.
  • the transfer information 1612 provided by the recommended application providing device 1611 to the new mobile phone 1630 is installed by downloading the recommended application from the clink server 1610 or the app store 1640 on the new mobile phone 1630. It may contain information that can be used. For example, it may include link information of an app store 1640 that provides an installation file of a recommended application.
  • the transfer information 1612 may include a separate application for downloading and installing the recommended application based on link information together with the backup data to be restored from the existing mobile phone 1620 to the new mobile phone 1630.
  • the recommended application providing apparatus 1611 provides a temporary application for installing a recommended application with the backup data through the transfer information 1612 to the new mobile phone 1630
  • the transfer information is transferred to the new mobile phone 1630.
  • a temporary application may be installed in the new mobile phone 1630.
  • the temporary application may be executed to obtain an installation file for installing the recommended application from at least one of the clink server 1610 and the app store 1640.
  • the temporary application may operate based on the recommended application providing device 1611 to obtain an installation file.
  • the temporary application may install and execute the recommended application on the new mobile phone 1630 using the obtained installation file.
  • the recommended application providing device 1611 may prevent the user's personal information from being leaked or misused by deleting the backup data acquired from the existing mobile phone 1620.
  • the user statistics data generated through the backup data may be stored in a database connected to the recommended application providing device 1611 and the clink server 1610, and the user statistics data may be included in a sensitive individual of a user of the existing mobile phone 1620. Information may not be included. That is, the user statistical data is data processed so that only statistical information remains, such as data for each age, gender, and taste, and may be stored and used to generate transfer statistical data for a plurality of users.
  • FIG. 17 is a block diagram illustrating an example of an apparatus for providing a recommended application shown in FIG. 16.
  • the recommended application providing apparatus illustrated in FIG. 16 includes a backup data acquisition unit 1710, a backup data processing unit 1720, a recommended application providing unit 1730, a backup data deletion unit 1740, and a storage unit. (1750).
  • the backup data acquisition unit 1710 obtains backup data from a read terminal among a plurality of terminals for performing data transfer.
  • the read terminal may correspond to the old terminal to be replaced. That is, since the terminal has been previously used, information stored or set by the user may be included in the read terminal.
  • the backup data is stored in the application list, contacts, text messages, call log, memo, calendar, SNS data, photo, video, music, document, voice recording, wallpaper, ringtone, alarm, bookmark and system security Settings and the like.
  • the recommended application providing apparatus may correspond to a terminal including software and a database for providing a recommended application based on the backup data of the read terminal. Therefore, the read terminal can be connected to the recommended application providing apparatus based on the connection jack corresponding to the read terminal.
  • the read terminal and the write terminal may be connected to the recommended application providing apparatus simultaneously or separately according to a connection scheme.
  • a connection jack corresponding to each of the read terminal and the write terminal may be connected to the recommended application, and the read terminal and the write terminal may be connected to each connection jack.
  • the read terminal when the read terminal is connected to the recommended application providing apparatus, it may be checked whether the user is provided with the recommended application at the same time as data transfer to the read terminal.
  • the user of the reading terminal may be provided with a contract containing information related to data transfer and recommendation application provision, and the user may agree that the user has completed the user's approval for providing the recommendation application to the writing terminal. have.
  • a means for providing a reward to the agency or agency representative who performs data transfer may be output to the recommended application providing apparatus.
  • the OK cashback earning window is recommended to provide the A cashier with OK cashback points. Can be output to the application providing device
  • the recommended application providing apparatus may be connected or communicate with a CLINK server, which is a data transfer server for transferring data between a plurality of terminals.
  • the clink server may play a role of moving or restoring the backup data acquired from the read terminal to the write terminal.
  • the recommended application providing apparatus may transmit information on the backup data obtained from the read terminal to the clink server.
  • one-to-one or N-to-N data transfer between the read terminal and the write terminal may be performed based on the clink server. For example, not only data transfer between one read terminal and one write terminal, but also data transfer between a plurality of read terminals and a plurality of write terminals may be performed.
  • the recommended application providing device and the clink server may communicate through a network.
  • the network provides a passage for transferring data between the recommended application providing device and the clink server, and is a concept that encompasses both the existing network and the network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the backup data processing unit 1720 generates user statistics data that is used to select the backup data for the recommended application.
  • the user statistical data may correspond to statistical data excluding sensitive personal information about the user. For example, if you use a contact or call log, user statistical data includes information such as whether there is a record of the call you made overseas, how often you call, or how many international numbers are stored in the contact. Can be generated.
  • the recommended application may be an application that is expected to be frequently used by the user in the writing terminal. That is, the recommendation application that is expected to be frequently used by the user in the writing terminal may be selected using the user statistical data.
  • the user may be determined to be a consumption pattern management service target, and the account book application may be selected as the recommended application.
  • the user may be determined to be a discount application recommendation target and a discount application corresponding to the corresponding membership point message may be selected as the recommended application. .
  • financial product-related applications may be selected as the recommended application.
  • a user when there are many messages related to parcel delivery in text data or SNS data, a user may be determined to be a commerce application recommendation object, and a social commerce application for purchasing a product may be selected as a recommendation application.
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type of the user of the reading terminal may be generated based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • the recommended application provider 1730 provides transfer information corresponding to any one or more of backup data and a recommended application to the writing terminal.
  • the writing terminal may correspond to a new terminal to be newly used by the user.
  • the writing terminal may be connected to the recommended application providing apparatus in the same manner as the reading terminal to receive the transfer information.
  • the read terminal is first connected to the recommended application providing apparatus to read the backup data, and then the read terminal is disconnected and the write terminal is connected to the recommended application providing apparatus, or the read terminal and the writing terminal are simultaneously connected to the recommended application providing apparatus.
  • the data transfer and the provision of the recommended application may be simultaneously performed using any one of the methods.
  • the link information for acquiring the recommended application may be obtained using the recommended application list generated based on the user statistical data, and the link information may be included in the transfer information and provided to the writing terminal.
  • the transfer information may include link information for downloading the recommended application, and the recommended application may be downloaded to the writing terminal based on the link information.
  • the writing terminal may obtain an installation file corresponding to the recommended application based on the link information, and install the recommended application using the transfer information and the installation file. That is, the user may automatically download the installation file from the page connected through the transfer information without installing the recommended application directly, and the recommended application may be installed in the writing terminal.
  • the recommendation application list includes information on at least one recommendation application selected in consideration of transfer statistics data by a plurality of users together with user statistics data among a plurality of recommendation candidate applications extracted based on a usage pattern for each data type. It may include.
  • the transfer statistical data may correspond to statistical data generated by storing user statistical data generated for each of a plurality of users in a database.
  • the recommended application list may be generated in the clink server and delivered to the recommended application providing apparatus. That is, when the recommendation application providing apparatus provides the usage pattern for each data type to the clink server based on the user statistical data, the recommendation application list may be generated by selecting at least one recommendation application from the clink server.
  • the clink server selects a plurality of recommendation candidate applications first by extracting all of the recommendation candidate applications based on the user's telephone usage pattern, the recommendation candidate application based on the living pattern, and the recommendation candidate applications based on the user's musical taste information. Based on the user statistical data and the transfer statistical data, the recommendation candidate application which is not suitable for being recommended as a writing terminal among the plurality of recommendation candidate applications may be excluded.
  • the recommended application providing apparatus may be connected to the clink server through a network.
  • the network provides a passage for transferring data between the recommended application providing device and the clink server, and is a concept that encompasses both the existing network and the network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the at least one recommendation application may correspond to the recommendation candidate application having a user usage count predicted based on user statistical data among the plurality of recommendation candidate applications or more based on the predicted average use count based on the transfer statistics data.
  • the clink server selects an international calling application as a recommendation candidate application based on an international call record included in a user's call list. Based on the transfer statistics data, the average number of international calls used by a plurality of users is calculated. It can be predicted. That is, the average of the number of times of international call usage based on a month can be calculated based on a call list of a plurality of users.
  • the Clink server may select an international call application as a recommended application and include it in the recommended application list. However, if the number of times the user has used international calls in recent months is less than the average number of times used by a plurality of users, the international call application may not be selected as the recommended application.
  • the recommendation application list may be determined by further determining whether the user can utilize the recommendation candidate application.
  • the compatibility between the writing terminal and the recommended application may be checked, and link information may be obtained when the recommended application is executable in the writing terminal.
  • the data selected by the user of the read terminal to transfer to the write terminal among the backup data may be included in the transfer information.
  • the transfer information For example, when the backup data is output to the user and the user selects data to be restored to the writing terminal from the output backup data, only the selected data may be included in the transfer information.
  • the recommendation application providing apparatus may install the recommendation application directly to the writing terminal connected through the connection jack.
  • the recommended application providing apparatus may download an installation file of the recommended application from the app store based on the recommended application list, and provide an installation file of the recommended application to the writing terminal. Thereafter, the recommended application can be installed directly on the writing terminal by executing the installation file on the writing terminal.
  • the transfer information may monitor whether the automatic execution condition for the recommended application is satisfied in the writing terminal, and automatically execute the recommended application when the automatic execution condition is satisfied.
  • the transfer information may monitor whether the user of the writing terminal dials the international telephone number. That is, when it is detected that a call is made to the international telephone number from the writing terminal, the international telephone application can be automatically executed to enable international calls with the discount rate.
  • monitoring of the write terminal may be activated after data transfer is completed, that is, information is now provided to the write terminal and data restoration is completed, and the completion of the data transfer may be recognized as SMS initial reception of the write terminal. have.
  • the backup data deleting unit 1740 deletes the backup data after providing the transfer information to the writing terminal. That is, since the backup data includes personal information about the user, after the data transfer is completed by providing the transfer information to the writing terminal, the backup data may be deleted to protect the user's personal information.
  • backup data containing personal information is not deleted and stored separately after data transfer is completed, and user statistical data generated by processing the backup data so as not to contain sensitive personal information is stored in a database to select a recommended application. It can also be used for statistics.
  • the storage unit 1750 stores various information generated in the process of providing a recommendation application according to an embodiment of the present invention as described above.
  • the storage unit 1750 may be configured independently of the recommended application providing apparatus to support a function for providing a recommended application.
  • the storage unit 1750 may operate as a separate mass storage, and may include a control function for performing an operation.
  • the recommended application providing device is equipped with a memory may store information in the device.
  • the memory is a computer readable medium.
  • the memory may be a volatile memory unit, and for other implementations, the memory may be a nonvolatile memory unit.
  • the storage device is a computer readable medium.
  • the storage device may include, for example, a hard disk device, an optical disk device, or some other mass storage device.
  • the user can install the recommended application suitable for the user's usage pattern together with the data of the old terminal in the new terminal without having to perform the application installation work.
  • the mobile phone data used to grasp the user's usage patterns or preferences may be temporarily used and deleted only in a PC program for data transfer, thereby preventing the risk of personal information loss and protecting the user data.
  • FIG. 18 is a block diagram illustrating an example of a backup data processing unit illustrated in FIG. 17.
  • the backup data processor 1720 illustrated in FIG. 17 includes a data classifier 1810 and a usage pattern generator 1820.
  • the data classifier 1810 classifies the user statistical data according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • the usage pattern generator 1820 generates a usage pattern for each data type based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • 19 is a diagram illustrating an example of a data transfer agreement process according to the present invention.
  • a data transfer agreement check box 1910 regarding data transfer stored in a user's terminal and an app store agreement agreement 1920 for providing a recommended application are simultaneously provided. can do.
  • the data transfer agreement check box 1910 may be for obtaining user consent for a transfer process of obtaining data to be transferred from a read terminal of the user and restoring the obtained data to the write terminal.
  • the app store agreement agreement checkbox 1920 may be for obtaining user consent for a process of receiving and using a program or an application through an app store for complete restoration of a writing terminal. That is, the writing terminal may be a user agreement for a process of downloading and installing an installation file of a program or an application through link information of an app store included in the transfer information.
  • 20 to 27 are diagrams illustrating a data transfer and application recommendation process using a data transfer program CLINK according to an embodiment of the present invention.
  • 20 to 27 may correspond to screens displayed on the recommended application providing apparatus or the clink server and the clink PC to perform data transfer between the read terminal and the write terminal, and provide the recommended application.
  • one of a method of individual connection 2010 and a method of simultaneous connection 2020 may be selected and connected.
  • the method of individual connection 2010 may correspond to first connecting the read terminal to the recommended application providing device or a separate device for data transfer to obtain backup data, and then connecting and restoring the write terminal.
  • data transfer may be performed by simultaneously connecting a read terminal and a write terminal as illustrated in FIG. 5.
  • the process of backing up and restoring data may be sequentially performed.
  • data to be backed up is selected and backed up from a read terminal. That is, among the data stored or set in the read terminal, data that the user does not want to transfer to the write terminal may not be selected on the screen as shown in FIG. 21.
  • the data stored in the read terminal is classified and displayed as the terminal data 2110, the content 2120, and the setting information 2130 as shown in FIG. 21 so that the user can more easily select the data to back up. have.
  • the screen changes to a screen as shown in FIG. 22 and the data read state 2210 may be output in real time.
  • a read completion message 2230 may be displayed for data whose backup is completed from a read terminal, and a read wait message 2240 may be displayed for data that has not been completed yet.
  • the screen of FIG. 21 may be returned to the screen of FIG. 21 by selecting the read cancel button 2220.
  • the process of selecting data to be transferred may be processed by the user's selection as in FIG.
  • the data backed up from the read terminal may be classified into the terminal data 2310, the contents 2320, and the setting information 2330, respectively, so that the user may more easily identify and select data to be transferred. .
  • the recommended application list 2410 to be provided to the writing terminal together with the data to be transferred to the writing terminal may be output.
  • the application selection buttons 2411 to 2415 may be provided together to select and install only the recommended application that the user wants to install from the recommended application list 2410.
  • transfer information corresponding to data to be transferred with the recommendation application included in the recommendation application list 2410 may be transferred to the writing terminal.
  • the user may confirm whether the user is finally provided with the recommended application by providing a consent check box 2520 for installing the recommended application through the user approval window 2510, that is, providing the installation file. You can also check.
  • the consent process illustrated in FIG. 25 may be omitted according to the user consent process illustrated in FIG. 4.
  • transfer information may be provided to the writing terminal while showing the data writing state 2610 in real time as shown in FIG. 26.
  • the write completion message 2630 may be displayed on the data that has been restored to the write terminal, and the write wait message 2640 may be displayed on the data that has not been restored yet. have.
  • the screen of FIG. 24 may be returned by selecting the write cancel button 2620.
  • the data transfer result window 2710 may be output as shown in FIG. 27.
  • FIG. 28 is a flowchart illustrating a method of providing a recommended application according to an embodiment of the present invention.
  • backup data is obtained from a read terminal among a plurality of terminals to perform data transfer (S2810).
  • the read terminal may correspond to the old terminal to be replaced. That is, since the terminal has been previously used, information stored or set by the user may be included in the read terminal.
  • the backup data is stored in the application list, contacts, text messages, call log, memo, calendar, SNS data, photo, video, music, document, voice recording, wallpaper, ringtone, alarm, bookmark and system security Settings and the like.
  • the recommended application providing apparatus may correspond to a terminal including software and a database for providing a recommended application based on the backup data of the read terminal. Therefore, the read terminal can be connected to the recommended application providing apparatus based on the connection jack corresponding to the read terminal.
  • the read terminal and the write terminal may be connected to the recommended application providing apparatus simultaneously or separately according to a connection scheme.
  • a connection jack corresponding to each of the read terminal and the write terminal may be connected to the recommended application, and the read terminal and the write terminal may be connected to each connection jack.
  • the read terminal when the read terminal is connected to the recommended application providing apparatus, it may be checked whether the user is provided with the recommended application at the same time as data transfer to the read terminal.
  • the user of the reading terminal may be provided with a contract containing information related to data transfer and recommendation application provision, and the user may agree that the user has completed the user's approval for providing the recommendation application to the writing terminal. have.
  • a means for providing a reward to the agency or agency representative who performs data transfer may be output to the recommended application providing apparatus.
  • the OK cashback earning window is recommended to provide the A cashier with OK cashback points. Can be output to the application providing device
  • the recommended application providing apparatus may be connected or communicate with a CLINK server, which is a data transfer server for transferring data between a plurality of terminals.
  • the clink server may play a role of moving or restoring the backup data acquired from the read terminal to the write terminal.
  • the recommended application providing apparatus may transmit information on the backup data obtained from the read terminal to the clink server.
  • one-to-one or N-to-N data transfer between the read terminal and the write terminal may be performed based on the clink server. For example, not only data transfer between one read terminal and one write terminal, but also data transfer between a plurality of read terminals and a plurality of write terminals may be performed.
  • the recommended application providing device and the clink server may communicate through a network.
  • the network provides a passage for transferring data between the recommended application providing device and the clink server, and is a concept that encompasses both the existing network and the network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the method for providing a recommendation application generates user statistics data used for selecting the recommendation application from the backup data (S2820).
  • the user statistical data may correspond to statistical data excluding sensitive personal information about the user. For example, if you use a contact or call log, user statistical data includes information such as whether there is a record of the call you made overseas, how often you call, or how many international numbers are stored in the contact. Can be generated.
  • the recommended application may be an application that is expected to be frequently used by the user in the writing terminal. That is, the recommendation application that is expected to be frequently used by the user in the writing terminal may be selected using the user statistical data.
  • the user may be determined to be a consumption pattern management service target, and the account book application may be selected as the recommended application.
  • the user may be determined to be a discount application recommendation target and a discount application corresponding to the corresponding membership point message may be selected as the recommended application. .
  • financial product-related applications may be selected as the recommended application.
  • a user when there are many messages related to parcel delivery in text data or SNS data, a user may be determined to be a commerce application recommendation object, and a social commerce application for purchasing a product may be selected as a recommendation application.
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type of the user of the reading terminal may be generated based on the user statistical data classified according to the type.
  • the taste may be generated as taste information about the user.
  • the method for providing a recommendation application provides transfer information corresponding to any one or more of backup data and a recommendation application to a writing terminal (S2830).
  • the writing terminal may correspond to a new terminal to be newly used by the user.
  • the writing terminal may be connected to the recommended application providing apparatus in the same manner as the reading terminal to receive the transfer information.
  • the read terminal is first connected to the recommended application providing apparatus to read the backup data, and then the read terminal is disconnected and the write terminal is connected to the recommended application providing apparatus, or the read terminal and the writing terminal are simultaneously connected to the recommended application providing apparatus.
  • the data transfer and the provision of the recommended application may be simultaneously performed using any one of the methods.
  • the link information for acquiring the recommended application may be obtained using the recommended application list generated based on the user statistical data, and the link information may be included in the transfer information and provided to the writing terminal.
  • the transfer information may include link information for downloading the recommended application, and the recommended application may be downloaded to the writing terminal based on the link information.
  • the writing terminal may obtain an installation file corresponding to the recommended application based on the link information, and install the recommended application using the transfer information and the installation file. That is, the user may automatically download the installation file from the page connected through the transfer information without installing the recommended application directly, and the recommended application may be installed in the writing terminal.
  • the recommendation application list includes information on at least one recommendation application selected in consideration of transfer statistics data by a plurality of users together with user statistics data among a plurality of recommendation candidate applications extracted based on a usage pattern for each data type. It may include.
  • the transfer statistical data may correspond to statistical data generated by storing user statistical data generated for each of a plurality of users in a database.
  • the recommended application list may be generated in the clink server and delivered to the recommended application providing apparatus. That is, when the recommendation application providing apparatus provides the usage pattern for each data type to the clink server based on the user statistical data, the recommendation application list may be generated by selecting at least one recommendation application from the clink server.
  • the clink server selects a plurality of recommendation candidate applications first by extracting all of the recommendation candidate applications based on the user's telephone usage pattern, the recommendation candidate application based on the living pattern, and the recommendation candidate applications based on the user's musical taste information. Based on the user statistical data and the transfer statistical data, the recommendation candidate application which is not suitable for being recommended as a writing terminal among the plurality of recommendation candidate applications may be excluded.
  • the recommended application providing apparatus may be connected to the clink server through a network.
  • the network provides a passage for transferring data between the recommended application providing device and the clink server, and is a concept that encompasses both the existing network and the network that can be developed in the future.
  • a network may be a wired / wireless local area network that provides communication of various information devices within a limited area, a mobile communication network that provides communication between each other and between the mobile and the outside of the mobile, and provides communication between the base station and the stations using satellites.
  • the network may be either a satellite communication network or a wired or wireless communication network, or a combination of two or more.
  • the transmission standard of the network is not limited to the existing transmission standard, and may include all transmission standard that will be developed in the future.
  • the at least one recommendation application may correspond to the recommendation candidate application having a user usage count predicted based on user statistical data among the plurality of recommendation candidate applications or more based on the predicted average use count based on the transfer statistics data.
  • the clink server selects an international calling application as a recommendation candidate application based on an international call record included in a user's call list. Based on the transfer statistics data, the average number of international calls used by a plurality of users is calculated. It can be predicted. That is, the average of the number of times of international call usage based on a month can be calculated based on a call list of a plurality of users.
  • the Clink server may select an international call application as a recommended application and include it in the recommended application list. However, if the number of times the user has used international calls in recent months is less than the average number of times used by a plurality of users, the international call application may not be selected as the recommended application.
  • the recommendation application list may be determined by further determining whether the user can utilize the recommendation candidate application.
  • the compatibility between the writing terminal and the recommended application may be checked, and link information may be obtained when the recommended application is executable in the writing terminal.
  • the data selected by the user of the read terminal to transfer to the write terminal among the backup data may be included in the transfer information.
  • the transfer information For example, when the backup data is output to the user and the user selects data to be restored to the writing terminal from the output backup data, only the selected data may be included in the transfer information.
  • the recommendation application providing apparatus may install the recommendation application directly to the writing terminal connected through the connection jack.
  • the recommended application providing apparatus may download an installation file of the recommended application from the app store based on the recommended application list, and provide an installation file of the recommended application to the writing terminal. Thereafter, the recommended application can be installed directly on the writing terminal by executing the installation file on the writing terminal.
  • the transfer information may monitor whether the automatic execution condition for the recommended application is satisfied in the writing terminal, and automatically execute the recommended application when the automatic execution condition is satisfied.
  • the transfer information may monitor whether the user of the writing terminal dials the international telephone number. That is, when it is detected that a call is made to the international telephone number from the writing terminal, the international telephone application can be automatically executed to enable international calls with the discount rate.
  • monitoring of the write terminal may be activated after data transfer is completed, that is, information is now provided to the write terminal and data restoration is completed, and the completion of the data transfer may be recognized as SMS initial reception of the write terminal. have.
  • the recommended application providing method deletes the backup data after providing the transfer information to the writing terminal. That is, since the backup data includes personal information about the user, after the data transfer is completed by providing the transfer information to the writing terminal, the backup data may be deleted to protect the user's personal information.
  • backup data containing personal information is not deleted and stored separately after data transfer is completed, and user statistical data generated by processing the backup data so as not to contain sensitive personal information is stored in a database to select a recommended application. It can also be used for statistics.
  • the recommendation application providing method according to an embodiment of the present invention stores various information generated in the recommendation application providing process according to the embodiment of the present invention as described above.
  • the storage module may be configured independently of the recommended application providing apparatus to support a function for providing a recommended application.
  • the storage module may operate as a separate mass storage and may include a control function for performing an operation.
  • the user can install the recommended application suitable for the user's usage pattern together with the data of the old terminal in the new terminal without having to perform the application installation work.
  • the mobile phone data used to grasp the user's usage patterns or preferences may be temporarily used and deleted only in a PC program for data transfer, thereby preventing the risk of personal information loss and protecting the user data.
  • 29 is a flowchart illustrating a method of providing a recommended application according to an embodiment of the present invention in detail.
  • backup data is obtained from a read terminal among a plurality of terminals (S2910).
  • the read terminal may correspond to the old terminal to be replaced.
  • the backup data is stored in the application list, contacts, text messages, call log, memo, calendar, SNS data, photo, video, music, document, voice recording, wallpaper, ringtone, alarm, bookmark and system security Settings and the like.
  • the user statistical data is generated using the backup data (S2920).
  • the user statistical data may correspond to data for generating statistical information except for sensitive personal information about the user.
  • personal information such as a user's phone number, name, image of a photo or video is not included in the user's statistical data, but for what age group the user is, what his gender is, or how much the photo or video is.
  • User statistics data can be generated by collecting only statistical information such as whether the information is stored.
  • the user statistics data is classified by type (S2930), and a usage pattern for each data type is generated based on the classified user statistics data (S2940).
  • the user statistics data may be classified according to at least one type of terminal data, content, and setting information.
  • contacts, messages, call logs, memos, calendars, app lists, SNS data, etc. are terminal data, photos, videos, music, documents, voice recordings, etc. are contents, ringtones, alarms, bookmarks, system settings, etc. Can be classified as setting information.
  • a usage pattern for each data type is provided to the clink server, and a list of recommended applications generated based on the usage pattern for each data type is acquired in the clink server (S2950).
  • the recommended application list may include information of at least one recommended application that the user is expected to utilize frequently in the writing terminal. That is, by using the information obtained from the user's reading terminal, it is possible to infer content, applications or usage patterns of the user that are frequently used by the user.
  • the clink server may select a plurality of recommendation candidate applications based on user statistics data, and select at least one recommendation application by comparing the average use frequency and the user use frequency of the plurality of recommendation candidate applications.
  • the average number of international calls of a plurality of users may be estimated based on transfer statistical data. That is, the average of the number of times of international call usage based on a month can be calculated based on a call list of a plurality of users.
  • the international call application may be selected as the recommended application. However, if the number of times the user has used international calls in recent months is less than the average number of times used by a plurality of users, the international call application may not be selected as the recommended application.
  • transfer information corresponding to at least one of at least one recommended application and backup data included in the recommended application list is provided to the writing terminal (S2960).
  • the backup data may correspond to data selected by the user for transferring from the backup data obtained from the read terminal to the write terminal.
  • the transfer information may include link information for downloading the installation file of at least one recommended application.
  • the backup data is deleted (S2970). That is, since the backup data includes personal information about the user, the backup data may be deleted to protect the user's personal information after completing the data transfer.
  • FIG. 30 is a flowchart illustrating an example of a process of generating a recommended application list in a clink server according to the present invention.
  • a plurality of recommendation candidate applications are extracted using a usage pattern for each data type obtained from the recommendation application providing apparatus (S3010).
  • the corresponding recommendation candidate application determines whether there is a recommendation candidate application to be compared, except in the recommendation application (S3045).
  • step S3045 If there is a recommendation candidate application to be further compared as a result of the determination in step S3045, the process of selecting a recommendation application may be repeated by comparing the average use frequency and the user use frequency with respect to the corresponding recommendation candidate application (S3030).
  • step S3030 if there is no recommendation candidate application to be compared further as a result of the determination in step S3045, the process of step S3030 to step S3045 is repeated to generate a recommendation application list corresponding to the at least one selected recommendation application. (S3050).
  • the recommended content and application providing device may include one or more network interface devices such as an Ethernet card, for example, a serial communication device such as an RS-232 port and / or a wireless interface device such as an 802.11 card, as an external input / output device.
  • network interface devices such as an Ethernet card, for example, a serial communication device such as an RS-232 port and / or a wireless interface device such as an 802.11 card, as an external input / output device.
  • input / output devices may include driver devices, such as keyboards, printers, display devices, and the like, configured to send output data to and receive output data from other input / output devices.
  • the recommended content and application providing apparatus may be realized by an instruction to cause one or more processing apparatuses to perform the above-described functions and processes when executed.
  • such instructions may include interpreted instructions, such as script instructions such as JavaScript or ECMAScript instructions, or executable instructions or other instructions stored on a computer readable medium.
  • the recommended content and application providing apparatus may be implemented in a distributed manner over a network, such as a server farm, or may be implemented as a single computer device.
  • Implementations of the subject matter described herein are one or more computer program products, ie one or more modules pertaining to computer program instructions encoded on a program storage medium of tangible type for controlling or by the operation of a processing system. Can be implemented.
  • the computer readable medium may be a machine readable storage device, a machine readable storage substrate, a memory device, a composition of materials affecting a machine readable propagated signal, or a combination of one or more thereof.
  • system encompasses all the instruments, devices, and machines for processing data, including, for example, programmable processors, computers, or multiple processors or computers.
  • the processing system may include, in addition to hardware, code that forms an execution environment for a computer program on demand, such as code constituting processor firmware, a protocol stack, a database management system, an operating system, or a combination of one or more thereof. .
  • Computer programs may be written in any form of programming language, including compiled or interpreted languages, or a priori or procedural languages. It can be deployed in any form, including components, subroutines, or other units suitable for use in a computer environment. Computer programs do not necessarily correspond to files in the file system.
  • a program may be in a single file provided to the requested program, in multiple interactive files (eg, a file that stores one or more modules, subprograms, or parts of code), or part of a file that holds other programs or data. (Eg, one or more scripts stored in a markup language document).
  • the computer program may be deployed to run on a single computer or on multiple computers located at one site or distributed across multiple sites and interconnected by a communication network.
  • Computer-readable media suitable for storing computer program instructions and data include, for example, semiconductor memory devices such as EPROM, EEPROM, and flash memory devices, such as magnetic disks such as internal hard disks or external disks, magneto-optical disks, and CDs. It may include all types of nonvolatile memory, media and memory devices, including -ROM and DVD-ROM disks.
  • semiconductor memory devices such as EPROM, EEPROM, and flash memory devices, such as magnetic disks such as internal hard disks or external disks, magneto-optical disks, and CDs. It may include all types of nonvolatile memory, media and memory devices, including -ROM and DVD-ROM disks.
  • the processor and memory can be supplemented by or integrated with special purpose logic circuitry.
  • the recommended content and application providing method according to the present invention may be implemented in the form of program instructions that can be executed by various computer means and recorded in a computer readable medium.
  • the computer readable medium may include program instructions, data files, data structures, etc. alone or in combination.
  • Program instructions recorded on the media may be those specially designed and constructed for the purposes of the present invention, or they may be of the kind well-known and available to those having skill in the computer software arts.
  • Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tape, optical media such as CD-ROMs, DVDs, and magnetic disks, such as floppy disks.
  • Magneto-optical media and any type of hardware device specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like.
  • Examples of program instructions may include high-level language code that can be executed by a computer using an interpreter as well as machine code such as produced by a compiler.
  • Such hardware devices may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.
  • the apparatus for providing recommended content or application using backup data when transferring data between terminals according to the present invention and a method using the same are not limited to the configuration and method of the embodiments described above.
  • the embodiments may be configured by selectively combining all or part of the embodiments so that various modifications can be made.
  • the backup data is acquired from a read terminal among a plurality of terminals to perform data transfer
  • the user statistical data used for selecting recommended content is generated using the backup data, and at least one of the backup data and the recommended content.
  • Content execution conditions for the automatic execution of the recommended content along with the transfer information corresponding to the can be provided to the writing terminal, obtaining backup data from the read terminal of the plurality of terminals to perform data transfer, using the backup data
  • the user statistics data used for selecting the recommended application may be generated, and transfer information corresponding to any one or more of the backup data and the recommended application may be provided to the write terminal among the plurality of terminals.
  • the user information is only temporarily used to examine the user's usage patterns or preferences, and thus can be prevented from leaking the user's personal information.
  • the user's current needs are accurately identified and optimized. It is possible to provide content.

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Abstract

L'invention concerne un appareil permettant de fournir un contenu recommandé à l'aide de données de sauvegarde lors du transfert de données entre des terminaux, ainsi qu'un procédé associé consistant à : obtenir des données de sauvegarde à partir d'un terminal de lecture d'une pluralité de terminaux pour effectuer un transfert de données ; générer des données statistiques d'utilisateur utilisées pour sélectionner un contenu recommandé à l'aide des données de sauvegarde ; et fournir, à un terminal d'écriture de la pluralité de terminaux, une condition d'exécution de contenu pour exécuter automatiquement le contenu recommandé, ainsi que des informations de transfert correspondant aux données de sauvegarde et/ou au contenu recommandé. L'invention consiste également à : obtenir les données de sauvegarde à partir du terminal de lecture de la pluralité de terminaux pour effectuer un transfert de données ; générer les données statistiques d'utilisateur utilisées pour sélectionner une application recommandée à l'aide des données de sauvegarde ; et fournir, au terminal d'écriture de la pluralité de terminaux, des informations de transfert correspondant aux données de sauvegarde et/ou à l'application recommandée, ce qui permet de fournir l'application recommandée qui est optimisée pour l'utilisateur en même temps que le transfert de données.
PCT/KR2016/014550 2016-05-30 2016-12-12 Appareil de fourniture de contenu recommandé à l'aide de données de sauvegarde lors du transfert de données entre des terminaux, et procédé associé WO2017209362A1 (fr)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
KR10-2016-0066669 2016-05-30
KR10-2016-0066671 2016-05-30
KR1020160066671A KR101886835B1 (ko) 2016-05-30 2016-05-30 단말간 데이터 이체 시 백업 데이터를 이용한 추천 컨텐츠 제공 장치 및 이를 이용한 방법
KR1020160066669A KR101872333B1 (ko) 2016-05-30 2016-05-30 단말간 데이터 이체 시 백업 데이터를 이용한 추천 어플리케이션 제공 장치 및 이를 이용한 방법

Publications (1)

Publication Number Publication Date
WO2017209362A1 true WO2017209362A1 (fr) 2017-12-07

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/KR2016/014550 WO2017209362A1 (fr) 2016-05-30 2016-12-12 Appareil de fourniture de contenu recommandé à l'aide de données de sauvegarde lors du transfert de données entre des terminaux, et procédé associé

Country Status (1)

Country Link
WO (1) WO2017209362A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4070561A4 (fr) * 2019-12-04 2023-12-06 Canopy Crest Corporation Recommandation privée dans un environnement client-serveur

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007053665A (ja) * 2005-08-19 2007-03-01 Sony Corp 通信方法および通信装置
KR20080039081A (ko) * 2006-10-31 2008-05-07 에스케이 텔레콤주식회사 이동통신 단말기의 컨텐츠 백업 방법과 이를 위한 이동통신단말기 및 컨텐츠 백업 서버
US20090106110A1 (en) * 2004-02-27 2009-04-23 Liam Stannard Method and system for promoting and transferring licensed content and applications
KR20100089841A (ko) * 2007-10-04 2010-08-12 시암 테크놀러지스 리미티드 추천안 생성 시스템들, 장치들 및 방법들
JP2013077152A (ja) * 2011-09-30 2013-04-25 Ntt Docomo Inc アプリケーション推薦装置及びアプリケーション推薦方法

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090106110A1 (en) * 2004-02-27 2009-04-23 Liam Stannard Method and system for promoting and transferring licensed content and applications
JP2007053665A (ja) * 2005-08-19 2007-03-01 Sony Corp 通信方法および通信装置
KR20080039081A (ko) * 2006-10-31 2008-05-07 에스케이 텔레콤주식회사 이동통신 단말기의 컨텐츠 백업 방법과 이를 위한 이동통신단말기 및 컨텐츠 백업 서버
KR20100089841A (ko) * 2007-10-04 2010-08-12 시암 테크놀러지스 리미티드 추천안 생성 시스템들, 장치들 및 방법들
JP2013077152A (ja) * 2011-09-30 2013-04-25 Ntt Docomo Inc アプリケーション推薦装置及びアプリケーション推薦方法

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4070561A4 (fr) * 2019-12-04 2023-12-06 Canopy Crest Corporation Recommandation privée dans un environnement client-serveur

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