WO2015170851A1

WO2015170851A1 - System and method for recommending 3d character installation based on broadcast information

Info

Publication number: WO2015170851A1
Application number: PCT/KR2015/004374
Authority: WO
Inventors: 진세형
Original assignee: 주식회사 소울핑거
Priority date: 2014-05-09
Filing date: 2015-04-30
Publication date: 2015-11-12
Also published as: KR20150128316A; KR101662161B1

Abstract

The present invention relates to a system and a method for recommending/suggesting the installation of a 3D character modeled after a celebrity, and more specifically, to technology for recommending the installation of a 3D character in a terminal of a user, by analyzing on which celebrity the content viewed or listened to by the user is mainly centered, by means of using viewing information including broadcast information viewed/listened to by the user and collected in real-time through a broadcast application and a voice input device, which are embedded in the terminal, and then selecting a celebrity more favored by the user, according to predetermined criteria. The present invention is derived to solve problems with existing technology described above, and the objective of the present invention is to recommend a 3D character capable of providing information related to a celebrity of interest, by collecting the viewing history from various content areas that can be accessed by the user in everyday life.

Description

3D character installation recommendation system and method based on broadcasting information

The present invention relates to a system and method for recommending / recommending the installation of a 3D character modeled on a celebrity such as an entertainer, and more particularly, a broadcast being watched / listened by a user through a broadcasting application and a voice input device built in a terminal. Analyzing which celebrities the user primarily watches and listens to using the viewing information collected in real time, installs the 3D character of the celebrity on the user's terminal according to the set criteria It is about recommended technology.

In general, contents may be defined as intellectual property that forms multimedia products or services such as general text information, video, and music. That is, it consists of the contents of information services utilized in systems and services that integrate, create, transmit, and process various types of information such as text, voice, and video.

In the past, it was a problem to provide a content based on a technology which is remarkably inferior, and even distribution was difficult. However, with the development of technology and communication technology, as portable devices with computer capabilities gradually spread, contents distribution, which remained in one place, spread to various fields, and development / production began.

Accordingly, viewers and users can easily access contents related to their favorite celebrities through their portable devices, and can receive various information such as broadcast schedules, sound source information, movie information, event information, etc. In order to obtain the information, it was cumbersome to search the contents directly through media such as broadcasting media, computers and mobile devices.

An example of the prior art of the system for recommending the preferred broadcast content using the viewing information in order to solve such a hassle is Korean Patent Publication No. 10-2013-0091131 "Preference inference device using the viewing information and metadata and How "was shown. The prior art infers the user's preferences using the user's viewing information, provides customized broadcasting content and advertising content using the inferred preferences and content metadata, and periodically uses the received viewing information. By inferring preference, it has a feature that reflects user's preference change over time.

However, the prior art, unlike the prior art, can easily provide the desired broadcast content according to the user's viewing history pattern, while the user's preference is limited to a large frame of broadcasting content that is not the entertainer desired by the user. There was a problem that could commit an error provided that unwanted content is retrieved from. In addition, while the area of content is diversified due to the rapid dissemination of mobile devices, there is also a limited problem in that the viewing history of the user is limited to broadcast content so that various contents cannot be covered.

The present invention is derived to solve the problems of the prior art as described above, the purpose of recommending a 3D character that can provide information of the entertainer interested by collecting the viewing history in various content areas that the user can encounter in life It is done.

An object of the present invention is to generate a viewing history by collecting the viewing history according to the communication between the internal program of the terminal as well as the natural collection without the user's involvement in the external part.

An object of the present invention is not only to recommend the installation of the 3D character modeled after the entertainer, but also to provide additional information related to the entertainer with respect to the installed 3D character.

The objects of the present invention are not limited to the above-mentioned objects, and other objects and advantages of the present invention, which are not mentioned above, can be understood by the following description, and will be more clearly understood by the embodiments of the present invention. Also, it will be readily appreciated that the objects and advantages of the present invention may be realized by the means and combinations thereof indicated in the claims.

In order to achieve the above object, a broadcasting information-based 3D character installation recommendation system according to an embodiment of the present invention includes a content information database for storing screening information of a content and performer information of the content, and the content viewed by a user from a terminal. Broadcasting viewing confirmation unit for receiving the viewing information, the viewing history information generation unit for generating the viewing history information for each content of the user by referring to the content information database based on the received viewing information and the viewing history information for each user And a 3D character recommendation unit for analyzing a viewing history for each performer of the user based on the selection, and selecting a performer for recommending the 3D character installation to the user based on the analysis result and transmitting the result to the terminal.

The bonus information of the content includes broadcast channel information and broadcast time information of the content, the viewing information includes broadcast channel information received from a content reproduction application installed in the terminal, and the viewing history information generation unit And matching the broadcasting channel information and the current time information with the broadcasting channel information and the broadcasting time information included in the screening information of the content to generate the viewing history information of the user.

In addition, the screening information of the content may include a movie screening time information, the viewing information may include a movie reservation information, the viewing history information generation unit is a movie containing the received movie reservation information in the screening information of the content The viewing history information of the user may be generated by matching the screening time information.

Accordingly, the movie booking information may be information received from a movie booking application installed inside the terminal, or may be information confirmed by analyzing a text message received by the terminal through the movie booking.

In addition, the screening information of the content may include audio information of the content, so that the viewing history information generation unit by matching the audio information included in the screening information of the content and the audio information included in the viewing information to the The viewing history information of the user may be generated.

In this case, the apparatus may further include a location checker configured to receive location information of the user from the terminal.

That is, the viewing history information generation unit may perform a matching operation after distinguishing whether the viewing content of the user is movie content or broadcasting content based on the received location information.

On the other hand, the broadcast information-based 3D character installation recommendation method according to an embodiment of the present invention comprises the steps of storing the screening information of the content and the performer information of the content in the content information database, the viewing information for the content that the user watches from the terminal Receiving the information, generating the viewing history information for each user by referring to the content information database based on the received viewing information, and viewing the performer of the user based on the viewing history information for each content of the user. Analyzing the history, and selecting the performer to recommend the 3D character installation to the user based on the analysis result and transmitting to the terminal.

The method may further include receiving location information of the user from the terminal.

In this case, the location information may be used to distinguish whether the content being viewed by the user is movie content or broadcast content when generating a viewing history through the audio data input from the terminal.

The present invention provides an effect of automatically obtaining related information of a celebrity such as an entertainer who is interested according to the user's use of content only by installing an application on the terminal. According to the present invention, by combining the viewing history received from various users into a database, it is possible to analyze the viewer rating more accurately, it is possible to obtain the effect of creating a variety of revenue models.

The present invention, by receiving audio data through a microphone or an input means from the limited collection of viewing history in accordance with the data communication of the internal program, generates a life-close format viewing history of the user more precisely the 3D of the entertainer interested in the user It is effective to recommend the character and provide information.

1 is an overall configuration diagram showing a broadcasting information-based 3D character installation recommendation system according to an embodiment of the present invention.

2 is a diagram illustrating extracting content identification information when a user uses contents of a broadcast app according to an embodiment of the present invention.

FIG. 3 is a diagram illustrating extracting content identification information when a user uses movie reservation information that reserves movie content. Referring to FIG.

4 is a diagram illustrating calculating a viewing time while receiving a viewing end time according to an exemplary embodiment of the present invention.

FIG. 5 is a view showing performer information of content referred to in order to finally generate viewing history information according to an embodiment of the present invention.

6 is a view showing that the character recommendation server according to an embodiment of the present invention induces the installation by providing the 3D character recommendation information based on the user's content usage history.

7 is a view showing various information provided by the installed 3D character according to an embodiment of the present invention.

8 is a flowchart illustrating a summary of a broadcast information based 3D character installation recommendation method according to an embodiment of the present invention.

9 is a flowchart illustrating a method of recommending 3D character installation based on broadcasting information according to an embodiment of the present invention, which is a flowchart illustrating in more detail a step of receiving viewing information from a terminal.

FIG. 10 is a flowchart illustrating a broadcasting information-based 3D character installation recommendation method according to an embodiment of the present invention, in which the viewing history information for each content is generated when audio information is received as viewing information.

Hereinafter, exemplary embodiments of the present invention will be described in detail with reference to the accompanying drawings. In the following description of the present invention, if it is determined that the detailed description of the related well-known configuration or function may obscure the gist of the present invention, the detailed description thereof will be omitted. In addition, in describing the embodiments of the present invention, specific numerical values are merely examples.

The present invention provides a technology for systematically recommending 3D characters of entertainers desired by a user using content information-based information used by a user.

Character recommendation server 100 shown in Figure 1 is a content information DB (110), broadcast viewing confirmation unit 120, viewing history information generation unit 130, positioning unit 140 and 3D character recommendation unit 150 It includes.

Referring to FIG. 1, the content information database 110 stores screening information 111 and content performer information 112 of content in various fields. In this case, the screening information 111 of the content and the performer information 112 of the content refers to the viewing history information with reference to the viewing information that the user is watching, screening and listening to the user input from the viewing history information generation unit 130. Can help generate

The broadcast viewing confirmation unit 120 receives the viewing information about the content that the user watches from the terminal. In this case, the terminal (not shown) may be a portable terminal including a smartphone or a tablet PC, a desktop device, a laptop device, a notebook PC, or the like. In particular, it is preferable that the terminal of the present invention be provided in a portable form. However, the present invention is not limited thereto, and the terminal may be configured with various types of computing devices as mentioned above.

In addition, the broadcast viewing confirmation unit 120 records the viewing start time at the time of receiving the viewing information from the terminal, and the viewing end time is included in the waiting time by referring to the delay time preset by the user or the administrator. If it is determined to be inappropriate as the viewing information, the viewing information and time recording are removed, and the next viewing information is received. If not included in the waiting time, the viewing information may be determined to be suitable as viewing information and transmitted to the next step.

In other words, the concept of waiting time of the broadcast viewing confirmation unit 120 allows a user to receive more accurate viewing information by giving an appropriate range of time to consider or think about which content to select, and efficiently view the minimum necessary information. By receiving as information, too much information can be stored in the server to prevent overload in advance.

Meanwhile, the viewing history information generating unit 130 generates the viewing history information for each content of the user by referring to the content information database 110 based on the received viewing information. In this case, the viewing information received by the viewing history information generating unit 130 is a security code form of information consisting of text when the user purchases a movie through a broadcasting app (DMB or IPTV) or an app (APP, Application) built in the terminal. Can be received.

In addition, the viewing history information generation unit 130 may receive the viewing information consisting of audio information (sample information or all audio / real-time data in the case of broadcasting) may generate the viewing history information. In this case, the viewing history information generating unit 130 may further include a positioning unit 140 for receiving the location information of the user from the terminal.

The location checker 140 may be used to determine whether the user views, plays, and listens to the broadcast content or watches the movie content when the viewing history is received as the audio information from the viewing history information generator 130. In addition, this may help to generate viewing history information through fast and accurate information processing by selecting the search range which is big data when matching with the content information database 110 as necessary parts.

That is, when the viewing information input through the analysis of the app or text message is transmitted to the viewing history information generation unit 130, a lot of information that can match the screening information 111 of the content of the content information database 110 It is possible to search for accurate content identification information, while audio information has a limited number of matching information. Therefore, in order to efficiently process information, location information and at least one or more information are added to search for content identification information. You can work on it.

Based on the content viewing history information generated in this way, the 3D character recommendation unit 150 analyzes the viewing history for each performer of the user, and selects a performer who recommends the installation of the 3D character to the user based on the analysis result. send. In this case, the 3D character recommender 150 may derive an analysis result based on preset information (a method of arranging accumulated viewing time for each performer) when a user or a manager analyzes a viewing history of each performer. .

Also, if the 3D character currently installed by the user of interest is the same as the 3D character recommender 150 through the analysis result, the 3D character recommender 150 may provide a lot of additional related information such as discount information, event information, and performance information related to the related information of the celebrity. If the entertainers and other entertainers of the currently installed 3D characters are analyzed as other entertainers through the viewing history information, they may be encouraged to install the 3D characters of the entertainers, and may lead to the advertising additional revenue of the entertainers. .

Various configurations that may be provided through the broadcast information-based 3D character installation recommendation system described above will be described in detail later with reference to the accompanying drawings.

On the other hand, Figure 2 is a view showing the user extracts the content identification information when using the content of the broadcast app according to an embodiment of the present invention.

Referring to FIG. 2, the screening information 111 of the content may include a broadcast date, a broadcast start time, a broadcast end time, a broadcast app, a broadcast channel, audio data, and content identification information.

In this case, the screening information 111 of the content is provided as a matching database when the broadcasting viewing confirmation unit 120 receives the information of the playback application and the broadcasting channel from the terminal as viewing information and is provided to the viewing history information generating unit 130. Can be.

In addition, the broadcast viewing confirmation unit 120 records the viewing start time at the same time as receiving the viewing information (playing application and the broadcasting channel) from the terminal and inputs it with reference to the waiting time previously set by the user or the administrator as described above. It may be provided to the viewing history information generation unit 130 by determining whether the received viewing information is suitable for use.

At this time, the viewing information accurately provided to the viewing history information generating unit 130 may be composed of a broadcasting app (playing application), channel information, viewing start time, and user identification information.

Meanwhile, the viewing history information generation unit 130 may read the content identification information by referring to the viewing information provided from the broadcasting viewing confirmation unit 120 as the screening information 111 of the content. For example, to explain, when the viewing information confirmed by the broadcast viewing confirmation unit 120 based on the information received from the broadcast app "2014.03.22, DMB, CH11, 10:55" screening of the content The information 111 matches the corresponding broadcast date ("140322"), determines which broadcast app ("DMB") is provided, checks the channel information ("CH11"), and finally displays the start time of the content. The content identification information ("140322MooHanEP63") can be obtained by checking whether the broadcast start time described in the screening information 111 is included in the broadcast end time.

In this case, the content identification information may be recorded in a text form recorded using numbers, letters, symbols, etc., divided into broadcast date, name, and number of times according to the administrator's setting. However, the components and the arrangement order included in the content identification information of FIG. 2 are just one embodiment, and the spirit of the present invention is not limited to this embodiment.

On the other hand, the present invention receives the viewing information including the audio information from the terminal to the broadcast viewing confirmation unit 120, and performs the determination of the suitability of the previously described viewing information, the viewing history information generation unit 130 is determined to be suitable for viewing By receiving the information, content identification information matching the audio information of the screening information 111 of the content may be obtained.

In another embodiment, the case in which the movie reservation information is received as the viewing information may be described in detail with reference to FIG. 3.

Referring to FIG. 3, the screening information 111 of a content may include a screening date, a screening start time, a screening end time, a theater, a screening name, audio data, and content identification information.

At this time, the screening information 111 of the content checks the information of the text message (SMS or MMS) received by the terminal through the movie application (CGV, Mega box and Lotte Cinema, etc.) and movie reservation in the broadcast viewing confirmation unit 120 When receiving the movie reservation information analyzed as a viewing information from the terminal is provided to the viewing history information generation unit 130 may be provided as a matching database.

In addition, the broadcast viewing confirmation unit 120 records the viewing start time at the same time when the viewing information (movie reservation information) is received from the terminal, and the viewing received by referring to the waiting time previously set by the user or the administrator described above. It may be provided to the viewing history information generation unit 130 by determining whether the information is suitable for use.

At this time, the viewing information accurately provided to the viewing history information generating unit 130 may be composed of theater information, movie name, viewing start time and user identification information.

Meanwhile, the viewing history information generation unit 130 may read the content identification information by referring to the viewing information provided from the broadcasting viewing confirmation unit 120 as the screening information 111 of the content. For example, the viewing information confirmed by the broadcasting viewing confirmation unit 120 is based on the information received from the movie application, and may be referred to as "2014.03.22, CGV (Ansan), Frozen, 9:00". When matching the broadcasting date ("140322") in the screening information (111) of the content, and determines the corresponding theater ("CGV (Ansan)"), and compares the screening name ("winter kingdom") Finally, the content identification information ("140321Frozen") may be obtained by checking whether the viewing start time is included in the screening end time from the screening start time described in the screening information 111 of the content.

At this time, the content identification information is recorded in the form of text recorded using numbers, letters, and symbols, and the like may be classified and recorded according to the broadcast date and name according to the setting of the administrator. However, the content identification information of FIG. 3 is only one embodiment, and the spirit of the present invention is not limited to this embodiment.

In addition, in the case of FIG. 3 may also include a configuration for receiving content information by receiving audio information from the terminal, as in the case of FIG. 2, and since the description thereof has been described with reference to FIG. 2, a detailed description thereof will be omitted.

In addition, the viewing history information generation unit 130 receives the audio information in FIG. 2 and FIG. 3 to determine the search range of the screening information 111 of the content that is the big data in the configuration of obtaining the content identification information, the location confirmation unit Receiving the user's position value using the GPS (Global Position System) of the terminal at 140 and distinguishing / determining whether the user is located near a movie theater or home, matching the operation of searching the content identification information with the database You can proceed before.

Based on the viewing information received as described above, the content is matched with the screening information 111. As a result of discriminating what content the user views, the user identification information, viewing start time, and content identification information are primarily composed of viewing history information. Next, a configuration for calculating the viewing time according to the received watching end time will be described with reference to FIG. 4.

Referring to FIG. 4, the viewing history information primarily configured as described above may include a viewing start time and content identification information for each user identifier information.

In addition, the viewing history information generation unit 130 receives the viewing information of the other user and continuously generates the viewing history information while identifying the content by combining the viewing start time and the viewing end time corresponding to the same content identification information for each user identification information. The viewing time according to the information can be calculated.

At this time, the viewing history information generation unit 130 does not continuously calculate the viewing time, but receives the first viewing history information, which records the viewing end time, and simultaneously displays the user identification information and the content identification information in the upper list with the viewing start time. Matching may be calculated by viewing time for each piece of content identification information to construct secondary viewing history information.

At this time, the viewing history information generation unit 130, when the viewing information is received as the movie reservation information, unless the cancellation movie reservation information is received, the current time is matched to the start time of the screening start time and the screening end time It can be configured to the secondary viewing history information by calculating the time. Finally, description will be made with reference to FIG. 5 to generate viewing history information of cumulative viewing time for each performer identification information.

Referring to FIG. 5, performers who match the content identification information of the secondary viewing history information and the performer information 112 of the content proceeded with the viewing time to each performer who appeared in the content identification information to perform the performer of the same user identification information. The viewing history information matching the identification information may be accumulated to finally generate the viewing history information.

In the present invention, the viewing history information generated by the viewing history information generating unit 130 has been described by dividing the steps into the first, second, and last stages, but it is a name described in order to easily solve the operation of the system and is actually systematically inside the system. It can be executed in conjunction with.

Meanwhile, the generated viewing history information may be transmitted to the 3D character recommender 150 to determine a priority or preference according to a reference value preset by a user or an administrator, and the determined performer identification information matches the user identification information. 3D character installation can be recommended and not only limited to recommending 3D character installation, but also various information can be provided and shared.

Meanwhile, in FIG. 5, the performer identification information is described as "noXX, UXX", etc. like a person's name, but may be substantially encrypted data using letters, numbers, and symbols, and may be composed of a mobile phone number or an email address. Can be.

The 3D character installation recommendation information basically provided may be described with reference to FIG.

6 is a diagram illustrating receiving 3D character recommendation information selected by the character recommendation server according to an embodiment of the present invention and inducing installation.

Referring to FIG. 6, the 3D character recommendation message / information is selected from the 3D character recommendation unit 150 to a terminal corresponding to each user identification information by selecting a celebrity, a celebrity, etc. that the user considers high in the character recommendation server 100. Can be sent and displayed.

Meanwhile, the 3D character of the terminal receiving the 3D character recommendation message / information may deliver the content received from the character recommendation server 100 as a notification or popup to the user based on the performer identification information "KimXX" included in the message content. have.

At this time, when the user clicks a link provided as a notification or pop-up, the 3D character matching the performer identification information "Kim XX" is introduced, and if necessary, the terminal user may be provided to use the 3D character through payment. Can be.

In addition, the character installed in this way may provide useful information about celebrities and celebrities with affiliated companies / companies.

Referring to FIG. 7, the 3D character installed through the user's payment may provide various information to the user based on activity information (broadcasting schedule, movie screening, sound source release, etc.) such as celebrities and celebrities based on themselves. . Such information may be received from the character recommendation server 100 and delivered to the user as a notification or pop-up including a link (app and internet link), and may be connected to a related link at the same time as the user clicks.

In this case, the connection link may be linked to provide the content as an app and an internet link of an affiliated company / company which initially provided a database for selecting a celebrity and a celebrity interested in the user through viewing, screening, and listening to the content.

For example, if the 3D character is a movie released by "Kim XX", and if the 3D character's affiliated companies CGV, Megabox, and Lotte Cinema are selected, the 3D character will select a partner with a higher proportion of companies and / or companies, and will receive a notification or popup with a link. May be provided to the user to receive a movie propagation effect and fast movie booking service.

In addition, the 3D character provides the user with a notification or pop-up that includes linking links such as DMB and IPTV when the broadcasting content starring "Kim XX" starts to support the shooter of "Kim XX" starring. Can also give

In addition, in a part of payments such as IPTV and movie reservations, discount coupons provided by companies and companies that cooperate with entertainers and celebrities may be provided to users who have installed 3D characters. I will briefly explain it based on the content.

Referring to FIG. 8, the character recommendation server 100 stores screening information 111 and content performer information 112 of content in various fields (S810). In this case, the screening information 111 of the content and the performer information 112 of the content generates viewing history information by referring to the viewing information that is input to the user from the viewing history information generation unit 130, viewing and listening to the viewing information. Can help to do that.

Character recommendation server 100 receives the viewing information for the content that the user watches from the terminal (S820). In this case, the terminal (not shown) may be a portable terminal including a smartphone or a tablet PC, a desktop device, a laptop device, a notebook PC, or the like. In particular, it is preferable that the terminal of the present invention be provided in a portable form. However, the present invention is not limited thereto, and the terminal may be configured with various types of computing devices as mentioned above.

The character recommendation server 100 generates the viewing history information for each content of the user by referring to the content information database based on the received viewing information (S830). In this case, the viewing information received from the viewing history information generating unit 130 may receive information in the form of a text code composed of text when the user purchases a movie through a broadcasting app (DMB or IPTV) or an app embedded in the terminal. It can receive the viewing information consisting of audio information (sample information or all audio / real-time data in the case of broadcasting).

The character recommendation server 100 analyzes the viewing history for each performer of the user, and selects a performer who recommends a 3D character installation to the user based on the analysis result and transmits it to the terminal (S840). At this time, when analyzing the viewing history of each performer of the user, the user or the manager may be provided by deriving the preference and priority as an analysis result based on the preset information.

Referring to FIG. 9, the character recommendation server 100 stores screening information 111 and content performer information 112 of content in various fields (S810), and the broadcast viewing confirmation unit 120 is connected to a terminal. It is determined whether the audience information is continuously received (S821). If not received, step S821 is repeated.

If at least one piece of viewing information is received from the terminal, the viewing start / end time is recorded in the viewing information including the user identification information (S822). In this case, the user identification information may be a unique identification number of the terminal of the user who received the viewing information.

On the other hand, it is determined whether or not the viewing start time is recorded (S823). At this time, if the viewing start time is recorded in the viewing information, a waiting time set by the user and the administrator is preset based on the viewing start time of the viewing information including the user identification information (S824).

If the viewing end time is recorded in the viewing information, a step S825 is provided to check whether the viewing information recorded in the viewing start time matching the same user identification information remains as the waiting time.

In this case, it is determined whether the viewing information is the viewing information suitable for generating the viewing history information (S825). Specifically, when the viewing information including the viewing start time including the user identification information is recorded in step S825 and the viewing information including the viewing end time of the same user identification information is not received within the waiting time, the viewing information is provided in step S830. In this case, when there is no viewing information with the viewing start time recorded including the matching user identification information provided in step S830, the viewing information recorded with the received watching end time is determined to be suitable for use, and is provided to step S830.

However, in step S825, when the viewing information including the viewing start time, including the user identification information, is not suitable when the viewing information including the viewing end time is received in the same user identification information within the waiting time, it is determined that the viewing information is not appropriate. Is removed (S826), and step S821 is performed again.

This effectively provides the minimum necessary information as viewing information, so that too much information is stored in the server and can be prevented from being overloaded.

Referring to FIG. 10, the viewing history information generating unit 130 of the character recommendation server 100 receives the viewing information provided in step S820 and provides the location information of the terminal providing the viewing information through the positioning unit 140. Received (S831). It is determined whether the user is near the cinema based on the received location information of the terminal (S832). If the user is near a movie theater, the viewing history information for each content is finally generated by referring to the screening information 111 of the content of the content information database 110 including the movie content and further referring to the performer information 112 of the content. (S833).

If the user is not near the movie theater, referring to the screening information 111 of the content of the content information database 110 including the broadcast content, and further referring to the performer information 112 of the content, the viewing history information for each content is finally obtained. It generates (S834). This can be provided to generate the viewing history information through fast and accurate information processing by extracting the search range of the big data as the necessary part. The generated viewing history information may be provided in step S840 to provide a user's favorite 3D character recommendation.

The automatic Korean-English mode conversion method according to an embodiment of 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 hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine code generated by a compiler, but also high-level language code that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.

In the present invention as described above has been described by the specific embodiments, such as specific components and limited embodiments and drawings, but this is provided to help a more general understanding of the present invention, the present invention is not limited to the above embodiments. For those skilled in the art, various modifications and variations are possible from these descriptions.

Therefore, the spirit of the present invention should not be limited to the described embodiments, and all of the equivalents and equivalents of the claims, as well as the following claims, will fall within the scope of the present invention. .

The present invention relates to a system and method for recommending / recommending the installation of a 3D character modeled on a celebrity model. More particularly, the present invention relates to broadcasting information that a user watches / listens through a broadcasting application and a voice input device built in a terminal. By using the collected viewing information in real time, it analyzes which celebrities mainly focus on viewing / listening the contents, and adopts entertainers with high user preferences according to the set criteria to recommend installation of 3D characters to the user's terminal. It is about.

Claims

A content information database for storing screening information of the content and performer information of the content;

A broadcast viewing confirmation unit for receiving viewing information on the content viewed by a user from a terminal;

A viewing history information generation unit configured to generate viewing history information for each content of the user by referring to the content information database based on the received viewing information; And

3D character recommending unit for analyzing the viewing history for each performer of the user based on the viewing history information for each content of the user, and selecting the performer to recommend the installation of the 3D character to the user based on the analysis result and transmits to the terminal ;

Viewing history-based 3D character installation recommendation system comprising a.
The method of claim 1,

Screening information of the content

Includes broadcast channel information and broadcast time information of the content,

The viewing information is

Broadcast channel information received from a content reproduction application installed in the terminal;

The viewing history information generation unit

Generating the viewing history information of the user by matching the received broadcasting channel information and current time information with broadcasting channel information and broadcasting time information included in the screening information of the content;

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 1,

Screening information of the content

A movie showing time information of the content,

The viewing information is

Including movie reservation information received from the terminal,

The viewing history information generation unit

Generating the viewing history information of the user by matching the received movie reservation information with movie showing time information included in the screening information of the content;

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 3,

The movie booking information

Information received from a movie booking application installed in the terminal

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 3,

The movie booking information

The information is confirmed by analyzing the text message received by the terminal through the movie reservation.

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 1,

Screening information of the content

Including audio information of the content,

The viewing history information generation unit

Generating the viewing history information of the user by matching the audio information included in the screening information of the contents with the audio information included in the viewing information.

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 6,

A positioning unit to receive location information of the user from the terminal;

More,

The viewing history information generation unit

Distinguishing whether the user's viewing content is movie content or broadcasting content based on the received location information and performing the matching operation;

3D character installation recommendation system based on broadcast information.
Storing screening information of the content and performer information of the content in a content information database;

Receiving viewing information about the content viewed by a user from a terminal;

Generating viewing history information for each content of the user by referring to the content information database based on the received viewing information; And

Analyzing the viewing history for each performer of the user based on the viewing history information for each content of the user, and selecting a performer who recommends a 3D character installation to the user based on the analysis result and transmitting it to the terminal;

Recommended viewing history-based 3D character installation method comprising a.
The method of claim 8,

Screening information of the content

Includes broadcast channel information and broadcast time information of the content,

The viewing information is

Broadcast channel information received from a content reproduction application installed in the terminal;

Generating the viewing history information for each content of the user

Generating the viewing history information of the user by matching the received broadcasting channel information and current time information with broadcasting channel information and broadcasting time information included in the screening information of the content;

Broadcast information-based 3D character installation recommended method characterized in that.
The method of claim 8,

Screening information of the content

A movie showing time information of the content,

The viewing information is

Including movie reservation information received from the terminal,

Generating the viewing history information for each content of the user

Generating the viewing history information of the user by matching the received movie reservation information with movie showing time information included in the screening information of the content;

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 10,

The movie booking information

Information received from a movie booking application installed in the terminal

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 10,

The movie booking information

The information is confirmed by analyzing the text message received by the terminal through the movie reservation.

Broadcast information-based 3D character installation recommendation system characterized in that.
The method of claim 8,

Screening information of the content

Including audio information of the content,

Generating the viewing history information for each content of the user

Generating the viewing history information of the user by matching the audio information included in the screening information of the contents with the audio information included in the viewing information.

Broadcast information-based 3D character installation recommended method characterized in that.
The method of claim 13,

Receiving location information of the user from the terminal;

More,

Generating the viewing history information for each content of the user

Distinguishing whether the user's viewing content is movie content or broadcasting content based on the received location information and performing the matching operation;

Broadcast information-based 3D character installation recommended method characterized in that.
A computer-readable recording medium in which a program for executing the method of any one of claims 8 to 14 is recorded.