KR101863670B1 - Method and apparatus for providing user customized multimedia contents based on filtering and tagging - Google Patents

Abstract

The present invention relates to a method and apparatus for providing user-customized multimedia content based on filtering and tagging ways. The method for providing user-customized multimedia content based on filtering and/or tagging ways includes a step in which a multimedia content service server receives a request for a multimedia content service application; and a step in which the multimedia content service server transmits the multimedia content service application. The multimedia content service application provides a music recommendation service to a multimedia content receiver. The music recommendation service is performed based on filtering setting information and/or tag setting information transmitted by a receiving terminal. Accordingly, the present invention can more accurately provide multimedia content suitable for a user′s taste.

Description

FIELD OF THE INVENTION [0001] The present invention relates to a method and apparatus for providing user-customized multimedia contents based on filtering and tag method,

The present invention relates to a method and apparatus for providing customized multimedia content based on filtering and tagging. And more particularly, to a method and apparatus for providing a multimedia content adaptively to a user based on a filtering and a tagging method by combining a real-time music broadcast service and a streaming radio service.

The development of wireless Internet and mobile terminals has enabled users to easily provide various kinds of services such as games, news, music, digital broadcasts, etc. anytime and anywhere with the increase of the number of users, and the amount of information consumed exponentially have. In order to efficiently utilize such a wide variety of information, it is important that the user can easily access desired information anytime and anywhere.

It is important to quickly provide users with information that the user is interested and wants to find out of the overflowing information. When the information that the user is interested in is accurately conveyed to the user, the user's information searching time may be reduced.

Currently, many personalized broadcast services are being provided through networks. Even though it is not a large broadcasting station, a multimedia contents consumption structure in which many users directly generate multimedia contents and other users consume the generated multimedia contents is formed.

Currently, there are various technologies for providing customized multimedia contents to users. However, it can not be said that the recommendation accuracy of the present technology used to accurately provide custom broadcasting, customized multimedia contents, etc. to users is high. Therefore, the user does not utilize the recommendation system much, but often uses the multimedia contents through a separate direct search instead of the recommended multimedia contents through the recommendation system.

It is an object of the present invention to solve all the problems described above.

It is another object of the present invention to provide multimedia contents suited to a user's taste more precisely without selecting a user's separate multimedia contents in consideration of user information, multimedia content characteristic information, and the like.

In addition, the present invention provides a method and system for providing a multimedia streaming service in which a response of a multimedia content recipient to music provided through a broadcasting service and a radio streaming service and user information of a receiver of multimedia contents are fed back in real time to be reflected in multimedia content characteristics information and user information, It is another object of the present invention to provide a multimedia content recipient with a multimedia content suited to the taste of the multimedia content recipient.

In order to accomplish the above object, a representative structure of the present invention is as follows.

According to an aspect of the present invention, a method of providing user-customized multimedia contents based on a filtering and / or tagging method includes receiving a request for a multimedia content service application from a transmitting terminal and / or a receiving terminal And transmitting the multimedia contents service application to the transmitting terminal and the receiving terminal either directly or through a relay server, wherein the multimedia contents service application includes a multimedia service corresponding to the receiving terminal, Wherein the music recommendation service is provided based on the filtering setting information and / or the tag setting information transmitted by the receiving terminal, Each of the tag setting information corresponds to lower characteristic information contained in the multimedia content information of the music, and the lower characteristic information may include information on the characteristic of the music.

According to another aspect of the present invention, a multimedia contents service server for providing user-customized multimedia contents based on user environment information includes a communication unit implemented for communication with a transmitting terminal and / or a receiving terminal, Wherein the processor is configured to receive a request for a multimedia content service application from the transmitting terminal and / or the receiving terminal, and transmit the multimedia content service application to the transmitting terminal and the receiving terminal directly or through a relay server, And the multimedia content service application provides a music recommendation service to a multimedia content recipient corresponding to the reception terminal, and the music recommendation service is transmitted to the multimedia terminal Filtering setting information and / or tag setting information, wherein the filtering setting information and the tag setting information each correspond to lower characteristic information included in the multimedia content information of the music, and the lower characteristic information includes characteristics Lt; / RTI >

According to the present invention, multimedia content suitable for a user's taste can be more accurately provided without selecting a user's separate multimedia contents considering user information, multimedia content characteristic information, and the like.

In addition, the response of the receiver of the multimedia contents to the music provided through the broadcasting service and the radio streaming service, and the user information of the receiver of the multimedia contents are fed back in real time and reflected in the multimedia contents characteristic information and the user information, The multimedia contents suited to the taste can be provided to the receiver of the multimedia contents.

In addition, music corresponding to the service providing environment of the receiver of the multimedia contents can be provided to the receiver of the multimedia contents without setting the receiver of the multimedia contents separately.

1 is a conceptual diagram of a multimedia content recommendation system according to an embodiment of the present invention.
2 is a conceptual diagram of a multimedia content recommendation system according to an embodiment of the present invention.
3 is a conceptual diagram illustrating a specific operation of the multimedia contents service server according to the embodiment of the present invention.
4 is a conceptual diagram illustrating a specific operation of the multimedia contents server according to the embodiment of the present invention.
5 is a conceptual diagram illustrating a recommendation operation for a specific broadcast service / streaming radio service of a multimedia content server according to an embodiment of the present invention.
6 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents server according to an embodiment of the present invention.
FIG. 7 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents service server according to an embodiment of the present invention.
FIG. 8 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents service server according to an embodiment of the present invention.
9 is a conceptual diagram illustrating a method of recommending music based on filtering according to an embodiment of the present invention.
10 is a conceptual diagram illustrating a method of recommending music based on filtering according to an embodiment of the present invention.
11 is a conceptual diagram illustrating a method of providing filtered music according to an embodiment of the present invention.
12 is a conceptual diagram illustrating a method of recommending music based on a tag function according to an embodiment of the present invention.
13 is a conceptual diagram illustrating a method of recommending a streaming radio channel according to an embodiment of the present invention.
14 is a conceptual diagram illustrating a streaming radio channel management method according to an embodiment of the present invention.

The following detailed description of the invention refers to the accompanying drawings, which illustrate, by way of illustration, specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. It should be understood that the various embodiments of the present invention are different, but need not be mutually exclusive. For example, the specific shapes, structures, and characteristics described herein may be implemented by changing from one embodiment to another without departing from the spirit and scope of the invention. It should also be understood that the location or arrangement of individual components within each embodiment may be varied without departing from the spirit and scope of the present invention. Therefore, the following detailed description is not to be taken in a limiting sense, and the scope of the present invention should be construed as encompassing the scope of the appended claims and all equivalents thereof. In the drawings, like reference numbers designate the same or similar components throughout the several views.

Hereinafter, various embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily carry out the present invention.

Hereinafter, in an embodiment of the present invention, music is disclosed as an example of multimedia contents for convenience of explanation. However, a recommendation method for a service based on multimedia contents other than music can also be performed by a method and apparatus for providing user-customized multimedia contents disclosed in embodiments of the present invention, .

1 is a conceptual diagram of a multimedia content recommendation system according to an embodiment of the present invention.

1, a multimedia content recommendation system for providing a user with a customized broadcast service (hereinafter referred to as a broadcast service) / customized streaming radio service (hereinafter referred to as a streaming radio service) is disclosed.

In the multimedia content recommendation system according to the embodiment of the present invention, the broadcasting service 100 and the streaming radio service 150 may be adaptively provided to the user.

The broadcast service 100 may be a personal music broadcast service. For example, the broadcasting service 100 may provide a broadcasting service for broadcast contents of a single creator or a medium-sized creator in the form of a multi-channel network (MCN) service. Specifically, a user (hereinafter referred to as a multimedia content provider) serving as a DJ (disc jockey) may exist for the broadcast service 100 and a user (hereinafter referred to as a multimedia content receiver) who listens to broadcasts transmitted by the multimedia content provider Can exist. The receiver of the multimedia contents may receive and provide at least one broadcast channel among a plurality of broadcast channels (or broadcastcasts) provided by each of the plurality of multimedia content providers.

The multimedia contents provider provides the selected music on the broadcasting service 100 to a terminal of the receiver of multimedia contents (hereinafter referred to as a receiving terminal) and transmits the personal multimedia contents combined with at least one of the messages, songs, ). ≪ / RTI > Also, a chat service between the multimedia contents provider and the multimedia contents receiver on the broadcasting service 100 may be provided.

The streaming radio service 150 may be a service for providing music to a multimedia content recipient by a multimedia content service server without a multimedia content provider. As will be described later, the multimedia content service server can adaptively provide music to the user based on the music selection algorithm through the streaming radio service 150. The receiver of the multimedia contents can receive the music corresponding to the taste of the multimedia contents receiver continuously through the streaming radio service 150. The multimedia content service server may provide different streaming radio services 150 through each of a plurality of streaming radio channels.

In other words, the broadcasting service 100 provides the multimedia contents information generated by the transmitting terminal to the multimedia contents receiver, and the streaming streaming service 150 provides the multimedia contents determined by the multimedia contents server to the multimedia contents receiver .

In the multimedia content recommendation system, the broadcast service 100 and the streaming radio service 150 are not provided as separate services, but may be combined and operated to provide a music recommendation service to the users. Hereinafter, a multimedia content recommendation method based on an organic operation between a broadcast service 100 and a streaming radio service 150 according to an exemplary embodiment of the present invention will be described in detail.

2 is a conceptual diagram of a multimedia content recommendation system according to an embodiment of the present invention.

2, a multimedia content recommendation system for providing a customized broadcast service (hereinafter referred to as a broadcast service) / customized streaming radio service (hereinafter referred to as a streaming radio service) to a user is disclosed.

Referring to FIG. 2, the multimedia content recommendation system may include a transmitting terminal 200, a multimedia content server 220, and a receiving terminal 240.

The transmitting terminal (or the multimedia content transmitting terminal) 200 may be a user equipment (UE) of a multimedia content provider that is implemented to provide a broadcasting service. The transmitting terminal 200 may receive a multimedia content service application from the multimedia content service server (or application relay server) 220. The multimedia content service application can provide a broadcasting service on the transmitting terminal 200. [ Specifically, the multimedia content service application can provide a music selection and transmission service, a chat service, and a personal multimedia contents transmission service on the transmitting terminal 200.

The receiving terminal (or the multimedia contents receiving terminal) 240 may be a user device of a multimedia contents receiver receiving a broadcasting service and / or a streaming radio service. Similarly, the receiving terminal 240 may receive the multimedia content service application from the multimedia content service server (or application relay server) 220. The multimedia content service application may provide a broadcast service and / or a streaming radio service on the receiving terminal 240. The multimedia content receiver can receive a specific broadcast or a specific streaming radio service through a multimedia content service application. The receiver of the multimedia contents may be provided with at least one streaming radio channel selected from at least one of the recommended specific broadcasting or specific streaming radio channels. Alternatively, the receiver of the multimedia contents may directly receive a specific broadcast channel or a specific streaming radio channel.

The multimedia contents service server 220 may be implemented to provide multimedia contents to the multimedia contents receiver. The multimedia content service server 220 may include a processor operatively coupled to a communication unit and a communication unit implemented for communication with the transmitting terminal 200 and / or the receiving terminal 240. The processor receives a request for a multimedia content service application from the transmitting terminal 200 and / or the receiving terminal 240 and transmits the request to the transmitting terminal 200 and the receiving terminal 240, either directly or through a relay server, As shown in FIG. Hereinafter, the operation of the multimedia content service server may be performed based on a processor.

The multimedia contents service server 220 may be implemented to transmit the personal multimedia contents generated by the transmitting terminal 200 to the receiving terminal 240 through a specific broadcasting channel based on the multimedia contents service application. In addition, the multimedia contents service server 220 may provide a streaming radio service for a multimedia contents receiver on a streaming radio channel based on a multimedia contents service application.

In addition, the multimedia content service server 220 may be implemented to perform a recommendation function of a broadcast channel recommendation / streaming radio channel. The multimedia content service server 220 can provide a customized broadcast service / customized streaming service to a user through a broadcast channel / streaming radio channel recommendation function.

That is, the multimedia content application provides recommendation service information to the multimedia content recipient, and the recommendation service information is provided to the multimedia content recipient through a plurality of broadcast service channels and / or a plurality of radio streaming service channels, A broadcast service channel, and / or a recommended radio streaming service channel. The recommended radio streaming service channel may be a personalized channel (or a channel for only a multimedia content recipient), and may provide music to the receiver of the multimedia contents by considering only the taste of the receiver of the multimedia contents.

The recommended broadcasting service channel and / or the recommended radio streaming service channel may be a broadcasting service and / or a recommended radio streaming service matching a music listening preference information of a multimedia contents receiver among a plurality of broadcasting service channels and / or a plurality of radio streaming service channels Information.

The multimedia content service server 220 may utilize user information and multimedia content information for recommendation of a broadcast channel / streaming radio channel.

Specifically, the user information may include information on a user age, a user's gender, a user environment, a user's existing service utilization history, and the like. User age, and user gender may be information on the age and gender of the receiver of the multimedia contents. The user environment information may include information about a location / situation / time / season etc. at which the multimedia content recipient currently receives the broadcasting service / streaming radio service. The user's existing service use history information may include information on the broadcast channel and / or the streaming radio channel, the broadcast channel and / or the streaming radio channel received by the receiver of the multimedia contents, and the response information to the music.

The multimedia content information may include emotions, feelings for multimedia content (e.g., music), information about images / ideas associated with multimedia content, and the like. For example, the multimedia content information of a particular music may include information about music, feelings about music, other objects associated with music, and the like. For example, the multimedia contents information of a specific music may include various feelings such as 'pleasant', 'happy', 'depressed', 'sad', 'calm', 'peaceful', 'fast' / Feelings / ideas.

The multimedia content information may be generated by synthesizing reaction information of the multimedia contents recipients, analysis information on the multimedia contents themselves, response information on multimedia contents of various users existing on other webs, and the like.

3 is a conceptual diagram illustrating a specific operation of the multimedia contents service server according to the embodiment of the present invention.

3, a method of generating multimedia content information of a multimedia content service server is disclosed.

Referring to FIG. 3, a method for generating multimedia content information 350 for a specific music is disclosed in detail.

The multimedia content information 350 for music may include information related to the characteristics / characteristics of the music, and may be formed through a plurality of paths.

Specifically, the multimedia content information may include information about the emotion of the music, the feeling of the music, and other objects related to the music as the sub characteristics information.

The emotion information for music may include information related to the emotion of a person listening to music such as pleasure, happiness, sadness, depression, serenity, crying, laughter, and the like.

The feeling information on music may include information related to a person's feeling of music such as peace, fastness, slowness, quietness, dreamy, noisy, progressive, quiet,

Other object information related to music may be information associated with music, and information about images / ideas associated with music such as independents, independents, Olympics, etc., when the national anthem is heard. Another example could include information about associated images / concepts such as vacation, sun, beaches, etc., when listening to songs related to summer. Other object information related to the music may be generated in association with the lyrics when the lyrics exist in the music. For example, when words such as 'snow' and 'winter' are included in the lyrics more than the threshold number, 'eye' and 'winter' may be selected as other object information related to music.

As a method of determining the multimedia content information 350, the multimedia content information 350 for music may be generated based on the music response information 300 provided on the multimedia content service application.

For example, if a broadcast service is provided, a chat service between the multimedia content provider and the multimedia content recipient may be provided on the multimedia content service application. In this chat service, conversation about music-related information (for example, feelings / emotions, associative images / notions, etc.) provided through the broadcast service can be conducted. The multimedia contents service server may collect the conversation including the information about the music and generate the multimedia contents information 350 for the specific music.

As a specific example, a specific multimedia content recipient can apply to the multimedia content provider for Music A to enter a specific broadcast channel and soothe the depressed mood. The multimedia content provider can select music A and broadcast it on the corresponding broadcast channel. In the chat window of the broadcasting channel, information related to music A (for example, "I am strong", "I am excited", "I feel good", "I am weak when I am depressed" . The multimedia content service server may collect / manage information related to the music and then generate / manage the multimedia content information 350 for the music A.

The response of the multimedia content recipient to music played on the broadcast channel can be reflected as user existing service usage history information, which is one of the user information of the multimedia content recipient. Hereinafter, the user's existing service use history information may be utilized for selecting music to be provided to the receiver of the multimedia contents in the streaming radio service for the receiver of the multimedia contents. That is, in the multimedia content recommendation system, the broadcast service and the streaming radio service may not be provided as separate services, but may be organically combined to provide a music recommendation service to the receiver of multimedia contents.

In addition, multimedia content information 350 for music may be generated based on information 320 collected from various other webs as an alternative method of determining multimedia content information 350. [ The multimedia contents service server can extract information related to specific music and / or feelings / feelings / thoughts on specific music based on a big data processing process. For example, multimedia content information 350 for music may be generated by collecting relevant information about a particular music on a social network service (SNS) and extracting an impression of a particular music associated therewith. Specifically, a music source and a music video of a specific music A are provided among users on the SNS / portal service, and many users can comment on the feeling of music A, the feeling of music, and the idea / image related to music . The multimedia contents service server collects comment information about the music A and extracts comments having high relevance to the music A among the comments after collecting the comment information. The multimedia content service server can generate the multimedia content information 350 for the music on the basis of the comments having high relevance to the extracted music A. [

In addition, multimedia content information 350 for music can be generated by analyzing characteristics of music itself as another method of determining multimedia content information 350. [ The multimedia content server can extract the characteristic information 340 contained in the music itself such as the composition of music, the melody of music, the speed of music, the musical instrument used, the presence of the singer, the meaning of the lyrics, The multimedia content information 350 for the music may be generated based on the characteristic information 340.

That is, the multimedia content information 350 for music may be generated / managed based on the reaction information of the multimedia content recipients, the information about the music collected on the web, and the characteristic analysis information about the music itself.

Since the response to the same music may vary depending on the user, there may be a variety of views on the same music A as well. For example, there may be a user who judges that music A is 'exciting music' while a user who judges music A as 'sad music'. If there is an inconsistency in the evaluation of the music A, the lower characteristic information indicating the emotion exceeding the emotion threshold ratio in proportion may be determined as the multimedia content information 350 for the music A. [

As a concrete example, if the sentimental rating of the exciting music is 80%, the impression rating of the sad music is 20%, and the emotion critical ratio for determining the multimedia content information is 70%, the impression that the music A is sad music is noise information And is not included in the multimedia content information 350 for the music A, and can be temporarily held. The characteristic information of 'exciting' and 'sad' as the multimedia content information 350 for the music A is the multimedia content information 350 for the music A in the case where the impression ratio of the music A is 60%, the impression of the sad music is 40%, and the emotion critical ratio is 70% It can be held in the content information 350 not yet included as sub information. If the specific emotion exceeds the emotion threshold ratio through the additional information collection, the emotion may be determined as the multimedia content information 350 for the music A. [

The feeling information about the incongruent music, the feeling information on the music, the idea / image information on the music coexist as sub property information for the music and can be included in the multimedia content information 350.

4 is a conceptual diagram illustrating a specific operation of the multimedia contents server according to the embodiment of the present invention.

4, a method of generating user information of a multimedia content server is disclosed.

As described above, the user information may include information on a user age, a user's gender, a user environment, a user's existing service utilization history, and the like.

The user environment information 440 may include information on a service providing environment to the multimedia content receiver. Specifically, the user environment information 440 may include information on the location / situation / time / season of the receiver of the multimedia contents.

The location information 400 of the receiver of the multimedia contents can be obtained by interworking with a location information module such as GPS (global positioning system) of the receiving terminal. The location information module of the receiving terminal transmits the location information to the multimedia contents service server, and the multimedia contents service server can determine the current location of the multimedia contents receiver based on the location information 400. The receiver of the multimedia contents may register the location information 400 for the place (for example, house, company, etc.) of the receiver of the multimedia contents. The multimedia content service server may determine whether the registered location matches the location information 400 of the receiver of the multimedia contents to determine the current location of the user.

The status information 410 of the receiver of the multimedia contents may include information on the current status of the receiver of the multimedia contents. For example, the multimedia content recipient context information 410 may include specific contextual information 410 regarding whether the current multimedia content recipient is currently working, resting, moving, sleeping, and so on. The context information 410 of the receiver of the multimedia contents may be determined by being interlocked with the location information 400 of the receiver of the multimedia contents at present or may be determined by further considering whether or not the receiver terminal is moved.

The time information 420 of the receiver of the multimedia contents may be determined in consideration of the synchronized time information 420 between the multimedia contents service server and the reception terminal.

The seasonal information 430 of the receiver of the multimedia contents may be determined in consideration of the synchronized season information 430 between the multimedia contents service server and the receiving terminal.

The user's existing service usage history information 460 may include information on a broadcast channel, a radio streaming channel, and the like received by a receiver of a conventional multimedia content. In addition, the user's existing service use history information may include information on the music that the receiver of the multimedia contents has so far listened to, information on the response of the receiver of the multimedia contents to the listened music, and the like.

According to the embodiment of the present invention, the music listening preference information 470 of the multimedia content recipient can be determined based on the user environment information 440 and the user existing service usage history information 460. If the multimedia contents information of the music mainly received by the receiver of the multimedia contents includes the sub-characteristics information indicating 'stillness', 'slow tempo', etc., the music listening preference information 470 of the multimedia contents receiver is silent and has a slow tempo You can direct music. The music listening preference information 470 may have an information format similar to the multimedia content information.

For example, if the multimedia content information includes 'quiet', 'quiet', 'slow tempo', and the like, and the multimedia contents receiver mainly listens to the music having such characteristics, When included in the information, the user's music listening preference information 470 may also include subordinate information such as 'quiet', 'quiet', 'slow tempo', etc. as the lower information.

In addition, the music listening preference information 470 of the receiver of the multimedia contents may be determined based on the user existing service usage history information 460 in the same manner. Music preference information 470 is classified according to the user's situation by classifying the preferred music when the receiver of the multimedia contents is in the room (or home), the music preferred by the recipient of the multimedia content at the time of moving, the music preferred by the receiver of the multimedia contents, May be determined.

For example, if the specific multimedia content information 450 that the receiver of the multimedia contents mainly listens at home includes 'low', 'quiet', 'low tempo', etc. as sub characteristics information and the multimedia contents receiver mainly listens The specific multimedia content information 450 may include 'high tempo', 'exciting', 'positive', etc. as sub characteristics information. In this case, the user's music listening preference information 470 is also stored as sub information ('quiet', 'quiet', 'slow tempo'), external (fast tempo, And so on.

The multimedia contents service server can provide a personalized music service to the receiver of the multimedia contents on the radio streaming service in consideration of the music listening preference information 470 of the receiver of the multimedia contents and the multimedia contents information of the music stored / managed in the multimedia contents service server .

According to the embodiment of the present invention, it is possible to recognize not only the music that is selected and reproduced on the broadcasting service but also whether or not the DJ is singing in the broadcasting service, Information 450 and user information may be set. That is, when the DJ is singing, the multimedia content information 400 and the user information can be generated based on the response to the music by considering the music to be reproduced in the selected music. In the broadcast service, when the DJ's moment is analyzed to recognize whether or not the DJ is performing the song, the DJ can recognize that the melody (or change in the pitch) is detected over a certain period of time.

5 is a conceptual diagram illustrating a recommendation operation for a specific broadcast service / streaming radio service of a multimedia content server according to an embodiment of the present invention.

5, a method of recommending a broadcasting service / streaming radio service in consideration of music listening preference information of a multimedia contents receiver is disclosed. In particular, it is assumed in FIG. 5 that the multimedia content recipient first accesses a specific broadcast channel or a specific streaming radio channel and the user information of the multimedia content recipient does not exist.

Referring to FIG. 5, a multimedia content receiver can access a specific broadcast channel or a specific streaming radio channel (step S500).

The receiving terminal of the receiver of the multimedia contents can access the multimedia contents service server based on the multimedia contents service application installed in the receiving terminal.

A specific broadcasting channel or a specific streaming radio channel is selected based on the multimedia content service application installed in the receiving terminal, and the multimedia contents service server provides a broadcasting service / streaming radio service through a specific broadcasting channel selected as the receiving terminal or a specific streaming radio channel can do.

The user information of the receiver of the multimedia contents is generated (step S510).

The multimedia content recipient may access the specific broadcast channel / specific streaming radio channel and listen to the music provided by the specific broadcast channel / specific streaming radio channel. In addition, a response to music provided by a particular broadcast channel / specific streaming radio channel may be provided. The service utilization history information of the receiver of the multimedia contents can be collected and generated through the process of using the broadcasting service / streaming radio service.

In addition, the user environment information of the receiver of the multimedia contents corresponding to the listener of the music can be collected in parallel and generated as user information. That is, the music (or the multimedia content information about the music) heard by the receiver of the multimedia contents may be generated / managed by matching or corresponding to the user environment information of the receiver of the multimedia contents.

The music listening preference information of the receiver of the multimedia contents is determined based on the user information of the receiver of the multimedia contents and the multimedia contents information (step S520).

The user's music listening preference information can be determined based on the user's existing service use history information and user environment information of the receiver of the multimedia contents. As described above, if the multimedia contents information of the music that the multimedia contents receiver mainly hears includes sub property information indicating 'pleasant', 'exciting', 'fast tempo', etc., the music listening preference information of the receiver of the multimedia contents You can direct music that is fun / exciting / fast.

In addition, since the location information of the user corresponding to the music, the time information of the user, and the user's situation information are collected in parallel and generated as the user information, the multimedia contents receiver can be stored in the room The music preference information of the user can be determined by classifying the preferred music when the user is present, the music preferred by the recipient of the multimedia content when moving, and the music preferred by the recipient of the multimedia content.

Information on the recommended broadcasting channel / recommended streaming radio channel is provided based on the music listening preference information of the receiver of the multimedia contents (step S530).

The multimedia contents service server can provide information on a recommended broadcasting channel / recommended streaming radio channel suitable for the receiver of the multimedia contents based on the music listening preference information of the multimedia contents receiver.

The multimedia content service server can define and manage attribute information on the provided broadcast channel and the streaming radio channel.

Specifically, the multimedia content server can define attribute information of a broadcast channel based on information on music played on the broadcast channel. In addition, the multimedia content server can receive streaming radio data based on information on music played on a streaming radio channel, Attribute information of the channel can be defined. The attribute information of such a broadcast channel / streaming radio channel may be similar to the above-described multimedia content information. The multimedia content information of music reproduced in the streaming radio channel is collected and the lower characteristic information occupying more than the threshold ratio can be defined as the attribute information of the broadcasting channel. For example, if music above a threshold rate (e.g., 80%) in a particular streaming radio channel is music with 'quiet' sub-characteristics information, the property information of the streaming radio channel may be 'quiet'.

Therefore, if the broadcast channel / streaming radio channel having the property information of the broadcast channel / streaming radio channel is defined and the property information matching the music listening preference information of the receiver of the multimedia contents is the recommended channel / Can be determined.

The recommendation of a streaming radio channel may mean that the recommended streaming radio channel provides a streaming radio channel only for the multimedia content receiver as described above. Or a streaming radio channel may mean recommending and providing a streaming radio channel by grouping a multimedia streaming radio channel with a multimedia content recipient and other multimedia content recipients having similar tastes to the multimedia content recipient.

6 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents server according to an embodiment of the present invention.

6, a method of recommending a broadcasting service / streaming radio service in consideration of music listening preference information of a multimedia contents receiver is disclosed. In particular, FIG. 6 discloses a method in which user information of a multimedia content recipient exists and a user's response is reflected in real time after feedback to recommend a broadcast service / streaming radio service to a multimedia content recipient.

Referring to FIG. 6, information on a recommended broadcasting channel / recommended streaming radio channel is provided based on the first music listening preference information of the multimedia content recipient (step S600).

The receiver of the multimedia contents that is provided with the broadcasting service / streaming radio service through the multimedia contents service server can have the first music listening preference information. As described above, the first music listening preference information of the multimedia content recipient can be determined based on the first user information and the first multimedia content information of the receiver of the multimedia contents.

The multimedia content service server may recommend a broadcast channel / streaming radio channel to the receiver of the multimedia contents based on the first music listening preference information.

The first user information and / or the first multimedia content information is re-determined on the basis of the response to the music fed back by the receiver of the multimedia contents (step S610).

The receiver of the multimedia contents can reset the user's existing service usage history information among the user information of the receiver of the multimedia contents based on the response to the music provided on the connected broadcast channel / streaming radio channel. Specifically, when the receiver of the multimedia contents preferences the response to the still music, the information on the preference response of the receiver of the multimedia contents is reflected in the service usage history information of the first user information, and the first user information is set as the second user information .

In addition, the first multimedia content information for the music may be reset based on the response to the music provided on the broadcast channel / streaming radio channel accessed by the receiver of the multimedia content. For example, when the receiver of the multimedia contents responds to the music to be silent music, the response of the receiver of the multimedia contents may be reflected to the first multimedia contents information of the specific music and may be reset to the second multimedia contents information.

The second music listening preference information of the multimedia content recipient may be determined based on the second user information and the second multimedia content information of the receiver of the multimedia contents (step S620).

The second music listening preference information of the multimedia content recipient may be determined based on the second user information and the second multimedia content information of the receiver of the re-established multimedia content. The multimedia content service server may recommend a broadcast channel / streaming radio channel to the receiver of the multimedia contents based on the second music listening preference information.

FIG. 7 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents service server according to an embodiment of the present invention.

FIG. 7 illustrates a method for providing a broadcast channel / streaming radio channel matching the current mood of a receiver of multimedia contents in consideration of the priority of user information. Even if existing music content preference information of the receiver of the multimedia contents exists, the current mood of the receiver of the multimedia contents is reflected most preferentially so that the broadcasting service and the streaming radio service can be provided to the user.

For example, the receiver of the multimedia contents may have the existing service usage history information of the user who listened to the silent music, but the receiver of the multimedia contents may want to listen to the music at the present time. In this case, it is possible to preferentially reflect today's musical taste of the receiver of the multimedia contents or to provide a broadcasting service / radio streaming service to the receiver of the multimedia contents by weighting.

Referring to FIG. 7, the multimedia content service server can collect the current reaction to the broadcast channel of the receiver of the multimedia contents, the current response to the streaming radio channel of the receiver of the multimedia contents, and determine the current music listening preference information 700. The current music listening preference information may be information determined based on the user's existing service use history information for a predetermined period (for example, one day) based on the current time point.

If the current music listening preference information 700 does not conflict with the music listening preference information 720, the multimedia content service server may provide the streaming radio service 740 by reflecting the music listening preference information 720.

Conversely, if the current music listening preference information 700 is inconsistent with the music listening preference information 720, the multimedia content service server may provide the streaming radio service 740 by reflecting the current music listening preference information 700.

Whether or not the current music listening preference information 700 and the music listening preference information 720 are inconsistent depends on the lower characteristic information indicated by the current music listening preference information 700 and the lower characteristic information indicated by the music listening preference information 720 And may be determined based on whether there is a contradiction between the information. For example, if the music listening preference information 720 indicates 'low tempo', 'quiet', and the current music listening preference information 700 indicates 'slow tempo', the current music listening preference information 700 ), The multimedia content service server may provide the streaming radio service 740 by reflecting the music listening preference information 720.

As another example, when the music listening preference information 720 indicates' quiet 'and' the music listening preference information 700 indicates' fast tempo 'and' exciting ' When there is contradictory lower information between the information 700 and the music listening preference information 720, the multimedia content service server preferentially reflects the current music listening preference information 700 to provide the streaming radio service 740 have. The inconsistency between the sub information can be determined based on the relation information between the sub information managed and set by the multimedia content server.

When a contradiction occurs between the current music listening preference information 700 and the music listening preference information 720, the multimedia content service server re-sets the user information of the multimedia content recipient through a separate determination, The music listening preference information can be reset.

FIG. 8 is a conceptual diagram illustrating a recommendation operation for a specific broadcasting service / streaming radio service of a multimedia contents service server according to an embodiment of the present invention.

8, when a contradiction occurs between the current music listening preference information and the music listening preference information, the multimedia content server resets user information (for example, user existing service usage history information) of the multimedia content recipient through a separate determination And resetting the music listening preference information of the user in accordance with the resetting of the user information.

Referring to FIG. 8, when the multimedia contents server determines that a contradiction occurs between the current music listening preference information 800 and the music listening preference information 820, re-determination of the user environment information may be performed.

The multimedia content server determines whether the current user environment information (user location / situation / time / season, etc.) 840 of the multimedia content recipient is the same as the user environment information 860 when generating the music listening preference information 820 Similarity) can be performed.

If the user environment information 860 and the current user environment information 840 are the same at the time of generating the music listening preference information 820, the user experiences an inconsistency with the existing music listening preference information 820 and the user hears The user can add information about the music to the existing service utilization history information of the user. The user's existing service use history information that the user has listened to the music in which such inconsistency has occurred can be managed as noise information as a temporary change.

In this case, the multimedia contents service server transmits music having the multimedia content information matching the current music listening preference information 800 to the receiver of the multimedia contents receiving the streaming radio service in a critical number of times, Can be clearly identified. If the user's existing service use history information is continuously accumulated and exceeds the threshold ratio, the multimedia content information of the music in which the inconsistency occurs is also reset to the music listening preference information 820 of the user Lt; / RTI >

For example, if the music content preference information 820 of the multimedia content recipient indicates music that is pleasant / exciting / fast in the first user environment, and that the multimedia content recipient in the first user environment currently has calm / . In this case, the record of listening to the still / sad music under the first user environment can be added as the existing service use history information of the user. If the still and / or sad music has been continuously added to the list of recorded music in the first user environment and exceeds the threshold ratio, the music content preference information of the multimedia content recipient is silent / pleasant / tempo-fast in the first user environment, It can be changed to pointing to sad music.

If the user environment information 860 and the current user environment information 840 are different when generating the music listening preference information, the music listening preference information 820 can be reset in consideration of the music listening preference information for the current user environment have.

For example, the multimedia content recipient's music listening preference information 820 may indicate music that is enjoyable / exciting / tempo-fast in a first user environment (e.g., a commute) The user at home) can hear quiet / sad music. In this case, the record of listening to the still / sad music under the second user environment is added as the existing service usage history information of the user, and the music listening preference information 820 under the second user environment of the multimedia receiver is used to store still / You can tell. Thereafter, the multimedia content service server may provide still / sad music to the multimedia content recipient in a second user environment.

Hereinafter, a method of providing user-customized multimedia contents based on filtering and tagging is disclosed.

9 is a conceptual diagram illustrating a method of recommending music based on filtering according to an embodiment of the present invention.

FIG. 9 illustrates a method of setting music preference information of a recipient of multimedia contents based on a filtering method and providing music according to the set music preference information.

As described above, the multimedia content information for music can be generated based on various methods, and the multimedia content information can be utilized for determining the music listening preference information of the receiver of the multimedia contents.

Referring to FIG. 9, the multimedia content service application may provide a filtering function 900, and the multimedia content recipient may selectively listen to music that the user desires to listen to based on the filtering function.

The filtering function may be used to set music feature to be heard by the receiver of the multimedia contents to set music preference information, and to provide music according to the set music preference information.

For example, the filtering function 900 may set the weight of the contradictory lower characteristic information among the multimedia content information, and then perform filtering considering the set lower characteristic information. Through the filtering function 900, the multimedia contents receiver can receive music having a desired characteristic from the multimedia contents service server.

For example, the sub-property information of the contradictory multimedia content information may be set to (exciting, sad), (light, heavy), (loud, still), (sensory, dreamy)

The lower characteristic information having the opposite characteristics used in the filtering function 900 may be set in consideration of the lower characteristic information included in the multimedia content information. For example, the multimedia contents service server may perform grouping on the sub property information superimposed on various sub property information (emotional expression, feeling expression, etc.) included in the multimedia contents information of the music, and provide a concept for filtering have.

For example, 'exciting' may be representative sub-property information for filtering. Such representative subordinate characteristic information may be a concept representing a set (or group) of subordinate characteristic information having an overlap concept with 'exciting' in terms of concepts such as 'joy' and 'active'. The multimedia content service server may set the concept representing the sub property information having the most frequently used and overlapped concept among the sub property information of the multimedia content information as representative sub property information. In the above example, the sub property information 'exciting' may be representative sub property information representative of the first filtering group including various sub property information having an overlapping concept with the 'exciting' of the multimedia contents information.

On the contrary, the multimedia contents service server can group other lower contents information having a concept of opposite to the 'exciting' concept into the second filtering group and determine the representative lower characteristic information of the second filtering group. In the above example, 'sad' may be the representative sub characteristic information of the second filtering group, and the second filtering group may include the sub characteristic information such as 'depressed', 'want to cry', and the like.

According to the embodiment of the present invention, the representative sub-property information having the concept (or contradictory) with each other is provided, and the multimedia content receiver is set after setting the music listening preference information based on the provided representative sub- A filtering function 900 for filtering music according to music listening preference information may be provided. Music according to the music listening preference information set based on the filtering function 900 can be provided to the receiver of the multimedia contents.

When the filtering for the above-mentioned music is performed, the lower characteristic information included in the same group can be regarded as the same information. For example, 'fun' and 'active', which are lower characteristic information included in the first filtering group that is the same as 'Shin Nam', are judged to be the same sub characteristic information as 'Shinnam' at the time of filtering, so that music for the multimedia contents receiver is filtered .

The receiver of the multimedia contents may request the recommendation of the desired music by designating the ratio between the sub characteristics information (for example, 'exciting' and 'sad') displayed on the filtering function 900 in the multimedia content service application.

For example, in the case of pointing to a point that is more inclined to 'exciting' than 'exciting' and 'griefing', multimedia content information for a specific music may be indicated as 'exciting' can do.

The judgment of the degree of the new name of the music can be determined based on the multimedia contents information of the music. For example, it can be judged that the degree of Shin Nam is relatively weak as the registration ratio of the other sub characteristics information, which is contrary to 'exciting' other than 'exciting' as multimedia content information for music, is low or similarity is low.

Or, as described above, in the case where the evaluation score of music that is exciting about specific music is 80%, the score of sad music is 20%, and the evaluation threshold ratio for determining multimedia content information is 70% Is determined as noise information and is not included in the multimedia content information about the music A, but may be temporarily held. According to an embodiment of the present invention, information on the ratio of contradictions / opposite emotions (e.g., sad) determined to be noise information to determine the degree of 'excitement' can be utilized. The higher the ratio of the sad music that is regarded as the noise information, the lower the degree of the new music of the music can be judged to be relatively low.

(Lighter, heavier), (loud, still), (sensory, hypnotic), etc., for the remaining filtering disclosed in Fig. 9 can also be set in a similar manner.

The receiver of the multimedia contents can set information such as (exciting, sad), (light, heavy), (loud, quiet), (sensory, hypothetical) on the multimedia content service application and perform filtering on the music.

The multimedia content server may perform filtering according to the information set by the receiver of the multimedia contents to provide music to the receiver of the multimedia contents.

In other words, the multimedia content service application recommends music through filtering based on the filtering setting information, and the filtering setting information can be determined based on the first lower characteristic information and the second lower characteristic information. At this time, the first lower characteristic information and the second lower characteristic information may be different characteristic information (contradictory / opposite characteristic information).

The first sub-property information (e.g., exciting) may include a representative sub-property of a group of at least one first relevant sub-property information (e.g., happy, happy) having an association with the first sub- (E.g., sad) of the second lower characteristic information and at least one second related lower characteristic information (e.g., depressed, crying, etc.) having an association of at least a threshold value, Lt; RTI ID = 0.0 > sub-property < / RTI >

The relevance may be determined based on the degree of similarity between the sub property information included in the multimedia content information set in the multimedia contents service server. The similarity between the lower characteristic information can be increased when the same lower characteristic information is expressed for a specific music. For example, it is possible to coexist with sub-characteristics information such as 'exciting' and 'enjoyable' for music A, and as the sub-characteristics information coexists with the specific music, a high similarity between sub- Lt; / RTI >

As described above, the filtering may be performed by processing the at least one first relevant lower-level characteristic information with the same information as the first lower-level characteristic information and the at least one second related lower-level characteristic information with the same information as the second lower-level characteristic information .

Further, the filtering setting information may include information on a ratio between the first lower characteristic information and the second lower characteristic information, the filtering has the first lower characteristic information based on the ratio, and the first lower characteristic information The music having the characteristic information may be recommended or the music having the second characteristic information and the second characteristic information having the constant intensity may be recommended. The intensity may be determined by the ratio of the noise information described above, or may be determined based on the linguistic conceptual strength between the sub-characteristics information.

For example, when the first lower characteristic information is 'exciting' and the second lower characteristic information is 'want to cry', there is a variety of emotions corresponding to the first lower characteristic information and the second lower characteristic information Emotions can exist. For example, sub-property information can be defined according to degree of emotion such as 'exciting', 'pleasant', 'happy', 'restful', 'depressed', 'sad', or 'crying'. One of the third sub characteristic information ('happy', 'happy', 'restful', 'depressed', 'sad') between the first sub characteristic information and the second sub characteristic information is set according to the set ratio, .

That is, the filtering may recommend the music corresponding to the third lower characteristic information set as the lower characteristic information between the first lower characteristic information and the second lower characteristic information based on the ratio.

10 is a conceptual diagram illustrating a method of recommending music based on filtering according to an embodiment of the present invention.

FIG. 10 illustrates a method of setting music preference information of a recipient of a multimedia content based on a filtering method and providing music according to the set music preference information. In particular, a method for generating representative sub-property information of a group after grouping sub-property information of the non-overlapping concept included in the multimedia content information according to the complexity of filtering is disclosed.

Referring to FIG. 10, the multimedia content receiver may adaptively select the filtering element 1000 and the filtering strength 1010 in order to recommend music more suited to the music listening taste of the user.

The multimedia content receiver may select a filtering element 1000 that wants to be filtered on the multimedia content service application of the receiving terminal. For example, if it is desired to listen to music that is exciting and tempo-fast, sub-property information such as 'exciting' and 'fast tempo' among the filtering elements 1000 can be selected on the multimedia content service application as the filtering element 1000.

In this case, in the filtering function of the multimedia content service application, 'sad' having a characteristic opposite to 'exciting' and 'exciting' can be automatically selected. 'Exciting' and 'Sad' are displayed in the filtering function window, and the receiver of the multimedia contents can control the degree of 'exciting'.

In this manner, the receiver of the multimedia contents can adaptively set an item to be filtered in the multimedia contents service application and filter the music according to the set item.

In addition, the multimedia content receiver may select the filtering strength 1010 on the multimedia content service application of the receiving terminal. When the filtering strength is set relatively strong, only the music having a relatively high matching condition with the filtering condition set by the receiver of the multimedia contents can be recommended. On the contrary, if the filtering strength 1010 is set relatively weak, the music whose relatively low matching condition with the filtering condition set by the multimedia content recipient may be recommended as a subordinate.

11 is a conceptual diagram illustrating a method of providing filtered music according to an embodiment of the present invention.

11 illustrates an automatic filtering method in a case where there are no more filtered music based on a music providing method and a filtering function when there are a plurality of filtered music based on a filtering function.

Referring to FIG. 11, a plurality of music determined as the filtering result based on the filtering function described above with reference to FIG. 9 and FIG. 10 may be determined as a recommended music to be provided to the receiver of the multimedia contents. The plurality of music determined as a result of the filtering may be music that matches the filtering condition set by the user and the threshold range. The threshold range for determining whether or not to meet the filtering condition can be set by the above-described filtering strength. The higher the filtering intensity, the smaller the critical range, and the lower the filtering intensity, the larger the critical range.

The multimedia contents service server can list the reproduction order of a plurality of music. For example, the playback order of a plurality of music may be in the order of higher matching with the filtering result. The order of reproduction of the music to be provided to the receiver of the multimedia contents can be determined in the order of the music having a high degree of conformity among the plurality of music. The user environment information may be additionally considered during the reproduction of the music, and the reproduction order of the music may be changed according to the user environment information. For example, when a multimedia content receiver filters 'exciting' music and the user's environment information changes from outdoor to indoors, music with a relatively weak intensity has higher priority than music with a relatively higher intensity can be changed.

When the reproduction of the music of the primary music reproduction list 1110 is completed based on the primary filtering result as described above, the multimedia content service server automatically extends the setting of the critical range, And can be included in the secondary music reproduction list. The secondary music reproduction list 1120 can be generated by setting the filtering strength to be relatively weak at the end of the reproduction of the music of the primary music reproduction list determined through the first filtering with another expression.

12 is a conceptual diagram illustrating a method of recommending music based on a tag function according to an embodiment of the present invention.

12, a method for providing recommended music to a receiver of a multimedia content based on a tag function is disclosed.

Referring to FIG. 12, a method for receiving a music desired by a receiver of a multimedia content through a tag function is disclosed.

The multimedia content receiver can input or select the tag information 1200 (or the tag setting information), and the recommendation for the music can be performed based on the input / selected tag information 1200.

For example, tag information 1200 may include # summer vacation, # 19 gold, # drive, # club, # thumb, # #, # 90, # commute, # GLOOMY, # happiness. The tag information may correspond to the sub property information of the multimedia content information.

The receiver of the multimedia contents can set the tag information 1200 to receive music desired by the user. The multimedia content service server may recommend music having multimedia content information matched with the tag information 1200 based on the tag information 1200.

That is, the music recommendation service is performed based on the filtering setting information and / or the tag setting information transmitted by the receiving terminal, and each of the filtering setting information and the tag setting information includes a sub- And may correspond to characteristic information.

13 is a conceptual diagram illustrating a method of recommending a streaming radio channel according to an embodiment of the present invention.

13, a function for recommending a streaming radio service on the basis of a tune being reproduced is disclosed.

Referring to FIG. 13, a recommendation radio function 1300 may be located on a screen of a receiving terminal where a multimedia content service application is executed and a specific music is reproduced.

When a particular song is played, a streaming radio channel that is served including the same song based on a particular song may be recommended.

When the reproduction is performed for the music piece A, the recommendation radio function 1300 can be placed on the reproduction screen of the music piece A. When the recommendation radio function 1300 is selected, information about other streaming radio channels to which the song A is included can be provided.

The multimedia content receiver can select a streaming radio channel of one of the plurality of streaming radio channels, and the selected streaming radio channel can be reproduced.

The characteristic information of the plurality of streaming radio channels can be displayed by the tag information, and the receiver of the multimedia contents can select the desired streaming radio channel by checking the tag information.

14 is a conceptual diagram illustrating a streaming radio channel management method according to an embodiment of the present invention.

14, a method for managing a streaming radio channel by a multimedia contents service server is disclosed.

Referring to FIG. 14, a streaming radio channel may be generated for each multimedia content recipient, but the recommended streaming radio channel 1400 may be generated in advance in consideration of music listening preference information of a plurality of multimedia content recipients.

The multimedia content service server can set the characteristics of the streaming radio channel in consideration of the sub property information of the multimedia content information and the characteristics of the streaming radio channel can be indicated through the tag information corresponding to the sub property information. As described above, the receiver of the multimedia contents can select a desired streaming radio channel based on the tag information.

The multimedia content service server may analyze the music listening preference information of the multimedia contents receivers in order to generate a plurality of streaming radio channels in consideration of the music listening preference information of the connected multimedia contents receivers.

Analyzing sub property information of music listening preference information of the multimedia contents receivers to classify the music listening taste of the multimedia contents receivers and setting a combination of sub property information that the multimedia contents receivers will be interested in to generate a recommended streaming radio channel 1400 .

For example, if the lower characteristic information of the music listening preference information of the multimedia contents receiver 1 is A, B, C, and D, the lower characteristic information of the music listening preference information of the multimedia contents receiver 2 is B, C, D, The streaming radio channel 1400 for reproducing the music having the multimedia contents information C and D as the multimedia contents information is transmitted to the multimedia contents receivers 1 and 2 , 3 and may be provided as a recommended streaming radio channel 1400.

As the number of receivers of multimedia contents increases, the number of multimedia contents recipients' listening preference information can be increased, and the streaming radio channel can be constantly increased. If the number of streaming radio channels increases, the receiver of the multimedia contents may become difficult to select a streaming radio channel. Accordingly, in order to limit the increase of the streaming radio channel, the multimedia contents service server integrally manages the lower characteristic information of the music listening preference information when they are similar to each other, and based on the integrated management of the lower characteristic information, You can limit the number.

For example, when subordinate information of music listening preference information has similar characteristics such as 'happy', 'exciting', and 'happy', it is integrated into one representative subordinate characteristic information and based on this, a recommended streaming radio channel (1400) to limit the number of recommended streaming radio channels (1400) to not exceed the set number.

The embodiments of the present invention described above can be implemented in the form of program instructions that can be executed through various computer components and recorded in a computer-readable recording medium. The computer-readable recording medium may include program commands, data files, data structures, and the like, alone or in combination. The program instructions recorded on the computer-readable recording medium may be those specifically designed and configured for the present invention or may be those known and used by those skilled in the computer software arts. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape, optical recording media such as CD-ROM and DVD, magneto-optical media such as floptical disks, medium, 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 machine language code, such as those generated by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware device may be modified into one or more software modules for performing the processing according to the present invention, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed embodiments, but, on the contrary, Those skilled in the art will appreciate that various modifications and changes may be made thereto without departing from the scope of the present invention.

Accordingly, the spirit of the present invention should not be construed as being limited to the above-described embodiments, and all ranges that are equivalent to or equivalent to the claims of the present invention as well as the claims .

Claims (10)

A method of providing user-tailored multimedia content based on filtering and / or tagging schemes,
Receiving a request for a multimedia content service application from a transmitting terminal and / or a receiving terminal; And
And transmitting the multimedia content service application to the transmitting terminal and the receiving terminal either directly or through a relay server,
Wherein the multimedia content service application provides a music recommendation service to a multimedia content recipient corresponding to the receiving terminal,
Wherein the music recommendation service is performed based on filtering setting information and / or tag setting information transmitted by the receiving terminal,
Wherein the filtering setting information and the tag setting information each correspond to lower characteristic information included in the multimedia content information of the music,
Wherein the lower characteristic information includes information on characteristics of the music,
Wherein the filtering setting information includes a filtering element indicating a filtering condition as the lower-level characteristic information, and a filtering intensity serving as a basis of a threshold range setting for determining whether the filtering condition meets the filtering condition,
The multimedia contents service server generates a primary music reproduction list related to a plurality of music according to the filtering result and the degree of matching, and automatically adjusts the filtering intensity when the reproduction of the music of the primary music reproduction list is finished, And generating a music music reproduction list.
The method according to claim 1,
The multimedia content service application recommends music through filtering based on the filtering setting information,
Wherein the filtering setting information is determined based on the first lower characteristic information and the second lower characteristic information,
Wherein the first lower characteristic information and the second lower characteristic information are different characteristic information. 3. The method of claim 2,
Wherein the first lower-level characteristic information is representative lower-level characteristic information of a group of at least one first related lower-level characteristic information having an association with the first lower-
Wherein the second lower characteristic information is representative lower characteristic information of a group of at least one second related lower characteristic information having the relation of the second lower characteristic information and the threshold value or more,
Wherein the filtering is performed by processing the at least one first relevant sub-characteristic information with the same information as the first sub-characteristic information and the at least one second related sub-characteristic information with the same information as the second sub- Lt; / RTI > 3. The method of claim 2,
Wherein the filtering setting information includes information on a ratio between the first lower characteristic information and the second lower characteristic information,
The filtering may include recommending music having the first lower-level characteristic information based on the ratio and having the first lower-level characteristic information having a predetermined intensity, or recommending music having the second lower- And recommending music having information. 5. The method of claim 4,
The multimedia content service application recommends music based on the tag setting information,
Wherein the tag setting information corresponds to multimedia content information of music that the receiver of the multimedia contents wants to listen to. A multimedia contents service server providing user-customized multimedia contents based on a filtering and / or tagging method,
A communication unit implemented for communication with a transmitting terminal and / or a receiving terminal; And
And a processor operatively coupled to the communication unit,
The processor receives a request for a multimedia content service application from the transmitting terminal and / or the receiving terminal,
The multimedia content service application is transmitted to the transmitting terminal and the receiving terminal either directly or through a relay server,
Wherein the multimedia content service application provides a music recommendation service to a multimedia content recipient corresponding to the receiving terminal,
Wherein the music recommendation service is performed based on filtering setting information and / or tag setting information transmitted by the receiving terminal,
Wherein the filtering setting information and the tag setting information each correspond to lower characteristic information included in the multimedia content information of the music,
Wherein the lower characteristic information includes information on characteristics of the music,
Wherein the filtering setting information includes a filtering element indicating a filtering condition as the lower-level characteristic information, and a filtering intensity serving as a basis of a threshold range setting for determining whether the filtering condition meets the filtering condition,
Wherein the processor generates a primary music reproduction list related to a plurality of music according to the filtering result and the matching degree and automatically adjusts the filtering intensity when the reproduction of the music of the primary music reproduction list is ended, Wherein the server is configured to generate a list of multimedia content servers.
The method according to claim 6,
The multimedia content service application recommends music through filtering based on the filtering setting information,
Wherein the filtering setting information is determined based on the first lower characteristic information and the second lower characteristic information,
Wherein the first lower characteristic information and the second lower characteristic information are different characteristic information. 8. The method of claim 7,
Wherein the first lower-level characteristic information is representative lower-level characteristic information of a group of at least one first related lower-level characteristic information having an association with the first lower-
Wherein the second lower characteristic information is representative lower characteristic information of a group of at least one second related lower characteristic information having the relation of the second lower characteristic information and the threshold value or more,
Wherein the filtering is performed by processing the at least one first relevant sub-characteristic information with the same information as the first sub-characteristic information and the at least one second related sub-characteristic information with the same information as the second sub- Multimedia contents service server. 8. The method of claim 7,
Wherein the filtering setting information includes information on a ratio between the first lower characteristic information and the second lower characteristic information,
The filtering may include recommending music having the first lower-level characteristic information based on the ratio and having the first lower-level characteristic information having a predetermined intensity, or recommending music having the second lower- And recommending music having information to the multimedia contents server. 10. The method of claim 9,
The multimedia content service application recommends music based on the tag setting information,
Wherein the tag setting information corresponds to multimedia content information of a music that the receiver of the multimedia contents wants to listen to.

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