KR102626739B1 - Method for providing analysis results of music related content and computer-readable recording medium - Google Patents

Abstract

A method of providing analysis results of music-related content is disclosed. A method of providing analysis results of music-related content includes collecting usage information of music-related content through a content playback application, and analyzing the collected usage information based on at least one of album, period, region, and user's gender and age. It includes the step of displaying the analyzed result through a content playback application in at least one of the following items: ratio, number of times, and increase/decrease amount. Accordingly, it is possible to provide a variety of information based on more accurate and specific analysis results for music-related content.

Description

Method for providing analysis results of music-related content and computer-readable recording medium {METHOD FOR PROVIDING ANALYSIS RESULTS OF MUSIC RELATED CONTENT AND COMPUTER-READABLE RECORDING MEDIUM}

The present invention relates to a method for providing analysis results of music-related content and a computer-readable recording medium. More specifically, the present invention relates to a method for providing analysis results of music-related content, and more specifically, to analyzing usage information of music-related content and providing various information based on this. It relates to a method for providing analysis results and a computer-readable recording medium.

Recently, as big data has been incorporated into the music-related market, many attempts have been made to provide various information in addition to simple aggregate information on the number of music playbacks.

For example, we provide a service that automatically displays related content such as music, video, etc. in consideration of the user's taste and recommends it to the user, or recommends specific music by artist, album, genre, etc. according to the user's preference. do.

This information related to sound sources is mainly analyzed based on the number of times the sound source is streamed, the number of repeated playbacks, etc., and its accuracy is not high.

Accordingly, the demand to provide sound source information based on more specific and highly accurate analysis results has increased.

The purpose of the present invention is to provide a method and a computer-readable recording medium for collecting usage information of music-related content, analyzing it according to various standards, and providing analysis results of music-related content to provide information.

To achieve this purpose, a method of providing analysis results of music-related content according to an embodiment of the present invention includes the steps of collecting usage information on music-related content through a content playback application, the collected usage information being stored in an album, Analyzing based on at least one of a period, region, user's gender and age, and displaying the analyzed result as at least one of ratio, number and increase/decrease items through the content playback application.

Here, the music-related content includes at least one of sound source content, video content, and photo content.

In addition, the analysis step calculates an album list in order of the highest number of users based on the collected usage information based on the number of users for each album, and calculates the increase or decrease in users during a preset period based on the number of users per period. Based on the number of users by region, the ratio of the number of users by region and the increase or decrease in the number of users can be calculated, and the ratio of the gender and age of users by artist can be calculated.

In addition, the analyzing step calculates the average number of listenings per person and the average number of recordings per person based on the number of listening and recording times for each sound source in the album of the sound source content, thereby calculating the listening rate and number of recordings for each sound source in the album. You can.

Additionally, in the analyzing step, the average number of video views per person may be calculated based on the number of views for each video in the album of the video content.

In addition, the analyzing step calculates the average number of photo views per person based on the number of photo views for each album of the photo content, calculates the display time for each photo based on the user's log record for each photo content, and calculates the display time for each photo. Based on the displayed time, preference and popularity of each photo can be analyzed.

Meanwhile, a computer-readable recording medium according to an embodiment of the present invention includes program instructions for implementing a method of providing analysis results of music-related content described above.

According to the various embodiments of the present invention as described above, it is possible to provide various information based on more accurate and specific analysis results for music-related content.

1 is a flowchart illustrating a method of providing analysis results of music-related content according to an embodiment of the present invention.
Figure 2 is a diagram showing the usage ratio of each album according to an embodiment of the present invention.
Figure 3 is a diagram showing the increase or decrease in users by period according to an embodiment of the present invention.
Figure 4 is a diagram showing the increase or decrease in the number of users by region according to an embodiment of the present invention.
Figure 5 is a diagram showing the ratio of the number of users by region according to an embodiment of the present invention.
Figure 6 is a diagram showing the ratio of user gender and age according to an embodiment of the present invention.
Figure 7 is a diagram showing analysis results for sound source content according to an embodiment of the present invention.
Figure 8 is a diagram showing analysis results of video content according to an embodiment of the present invention.
Figure 9 is a diagram showing the results of analysis of photo content according to an embodiment of the present invention.
Figure 10 is a block diagram showing the specific configuration of an electronic device according to an embodiment of the present invention.
11 is a diagram of a software module stored in a storage unit according to an embodiment of the present invention.

Hereinafter, the present invention will be described in more detail with reference to the drawings. Also, in describing the present invention, if it is determined that a detailed description of a related known function or configuration may unnecessarily obscure the gist of the present invention, the detailed description will be omitted. In addition, the terms described below are terms defined in consideration of functions in the present invention, and may vary depending on the intention or relationship of the user or operator. Therefore, the definition should be made based on the content throughout this specification.

1 is a flowchart illustrating a method of providing analysis results of music-related content according to an embodiment of the present invention.

Referring to FIG. 1, a method of providing analysis results of music-related content according to an embodiment of the present invention includes collecting usage information of music-related content through a content playback application (S110), and collecting usage information of music-related content through an album. , analyzing based on at least one of the period, region, gender and age of the user (S120), and displaying the analyzed results as at least one of the ratio, number, and increase/decrease items through the content playback application (S130). do.

This method of providing analysis results of music-related content can be mainly performed on electronic devices capable of displaying, for example, TVs, electronic whiteboards, electronic tables, LFDs (Large Format Displays), PDAs, smartphones, tablets, It can be implemented in various types of electronic devices such as desktop PCs, laptops, wearable devices, etc.

In this specification, the method for providing analysis results of music-related content will be described assuming that it is performed by running a content playback application on a smartphone.

When a content playback application is executed on a smartphone, various sound source content, video content, and photo content can be executed or displayed, and information on the use of music-related content played through the content playback application is collected (S110).

Here, the usage information mainly includes the number of listening times and recording times for each sound source, the number of playbacks for each video content for video content, the number of views for photo content, preference display information, etc.

This usage information may be stored by counting the number of times through a counting module, or may be collected by storing information about preference indication input.

Then, the collected usage information is analyzed based on at least one of the album, period, region, and user's gender and age (S120).

Specifically, information on the number of times counted simply through the counting module is analyzed by performing a sorting operation that divides it by album, period, region, and user's gender and age.

Then, the analyzed results are displayed through the content playback application as at least one of the ratio, number, and increase/decrease items (S130).

In other words, a sorting operation is performed to classify by album, period, region, and user's gender and age, and figures such as ratio and increase/decrease are calculated for the classified count information and displayed in a graph.

Here, music-related content includes at least one of sound source content, video content, and photo content, but is not limited to this, and may also include preference information displayed on SNS or various social networks.

Here, in the analysis step (S120), a list of albums arranged in order of the highest number of users can be calculated based on the number of users for each album using the collected usage information.

Figure 2 is a diagram showing the usage ratio of each album according to an embodiment of the present invention.

Referring to Figure 2, the usage ratio based on the number of users for each different album is shown in a graph. In the album list arranged in descending order of the number of users, for example, album 210 called NeoZone has a ratio of 11,114 users. It occupies the largest number of users, accounting for 43%, and the album called RELOAD (220) occupies the second largest number of users, accounting for 20% of the 5,030 users.

Additionally, in the analysis step (S120), the increase or decrease in users during a preset period can be calculated based on the number of users per period.

Figure 3 is a diagram showing the increase or decrease in users by period according to an embodiment of the present invention.

Referring to Figure 3, the NeoZone album shows a decrease in usage of approximately 54% from 6,337 users (310) to 2,924 users (320) in the month immediately following its release. This will be taken into consideration when the aggregate results for the following month (330) are calculated. It displays a graph that is expected to enable more accurate trend analysis.

In this way, the increase/decrease trend of users for an album can be displayed as a graph by calculating the increase/decrease in the number of users during a preset period according to the number of users per period and calculating the ratio.

Additionally, in the analysis step (S120), the ratio of the number of users in each region and the increase/decrease in the number of users can be calculated based on the number of users in each region.

Figure 4 is a diagram showing the increase or decrease in the number of users by region according to an embodiment of the present invention.

Referring to Figure 4, the analysis step (S120) counts the number of users by region, and the inflow of Chinese and Japanese fans in the month of April was 1,295 and 1,404, respectively, compared to the number of fans before April, which was 2,313 and 2,074. The increase of 55% and 67%, respectively, can be analyzed and displayed in a graph.

In Figure 4 above, the analysis was done by designating the region as a country, but it is natural that analysis is also possible by designating several regions within a country, and analysis is also possible by designating each continent.

Additionally, Figure 5 is a diagram showing the ratio of the number of users by region according to an embodiment of the present invention.

Referring to Figure 5, the analysis step (S120) can analyze the ratio of fans by region compared to other artists, and in the case of NCT, the proportion of Chinese fans compared to other artists is high at 11% (510). , the distribution of NCT's fans by country can be shown by analyzing that Korea, China, Japan, the United States, and Thailand are the top 5 countries, and the proportion of fans in other countries is 9% (520).

Meanwhile, the analysis step (S120) can calculate the ratio of users' gender and age for each artist.

Figure 6 is a diagram showing the ratio of user gender and age according to an embodiment of the present invention.

Referring to Figure 6, the analysis step (S120) shows that the proportion of women in the NCT fan base is 8% higher than the average of other artists (610), and in the case of people aged 18-24, the proportion of NCT fans is higher than that of other artists. It shows an overwhelming number (620).

In addition, the analysis step (S120) analyzes and shows that the proportion of NCT's fans in the 25-34 age group and 35 years or older is somewhat smaller (630) than that of other artists.

Meanwhile, in the analysis step (S120), the average number of listenings per person and the average number of recordings per person are calculated based on the number of listening and recording times for each sound source in the album of the sound source content, and the listening rate and number of recordings for each sound source in the album can be calculated. there is.

In particular, the analysis step (S120) can be based on the number of listening and recording times for each sound source excluding the title song in each album.

Figure 7 is a diagram showing analysis results for sound source content according to an embodiment of the present invention.

Referring to FIG. 7, in the analysis step (S120), the average number of listens per person for the track 720 with the song name Umbrella and the track 710 with the song name Echo is 3.26 and 2.95, respectively, which is a high re-listening rate except for the title song. Analyzing that the songs that I want to listen to again are ranked 1st and 2nd, the track with the name Dream (730) and the White Night track (740) each have an average number of recordings per person of 35, which is the highest number of recordings excluding the title song. It can be analyzed that there are many. Here, the title song is Elevator on track 1.

In addition, in the analysis step (S120), sound source content can be ranked by region based on regional listening rates, and analysis can be performed on how preferred tracks within the same album differ by region according to the sound source ranking for each region. You can.

Meanwhile, in the analysis step (S120), the average number of video views per person can be calculated based on the number of views for each video in the video content album.

Figure 8 is a diagram showing analysis results of video content according to an embodiment of the present invention.

Referring to Figure 8, the analysis step (S120) analyzes that the average number of plays per person for the video title "Dream" is 1.5 times, which is higher than the average number of plays per person for the title song "Hero", which is 1.28 times. You can analyze information about the video you want to watch again.

In addition, in the analysis step (S120), video content can be ranked by region based on the playback rate by region, and analysis is performed on how preferred videos within the same album differ by region according to the video playback ranking for each region. can do.

Meanwhile, in the analysis step (S120), the average number of photo views per person is calculated based on the number of photo views per album of photo content, the displayed time for each photo is calculated based on the user's log record for each photo content, and the displayed time for each photo is calculated. Based on this, the preference and popularity of each photo can be analyzed.

Figure 9 is a diagram showing the results of analysis of photo content according to an embodiment of the present invention.

Referring to Figure 9, the analysis step (S120) is the number of fans per person for the same photo content in the following order: Taiwan (261 times) (910), Hong Kong (193 times) (930), and Vietnam (188 times) (920). You can analyze the average photo view ranking.

Additionally, in the analysis step (S120), the average number of photo views for other artists can be shown together and the deviation can be analyzed.

In addition, the analysis step (S120) analyzes the preference and popularity of the photo according to the time the same photo was displayed, that is, the time it was exposed to the screen, based on the log record of Lee Yo-ja for each photo content, as well as the simple number of clicks. You can.

For example, if the first photo was displayed for 10 seconds and the second photo was displayed for 3 seconds, it can be analyzed that the preference and popularity of the first photo is relatively higher than that of the second photo. .

Meanwhile, the method of providing analysis results of music-related content according to an embodiment of the present invention described above may be implemented as program instructions for implementing the method, and a computer-readable recording medium recording such program instructions may be, for example, , ROM, RAM, CD-ROM, magnetic tape, floppy disk, and optical media storage devices.

Figure 10 is a block diagram showing the specific configuration of an electronic device according to an embodiment of the present invention.

As described above, electronic devices capable of executing content playback applications include a variety of devices such as TVs, electronic whiteboards, electronic tables, LFDs (Large Format Displays), PDAs, smartphones, tablets, desktop PCs, laptops, wearable devices, and forgery detection devices. It can be implemented as an electronic device, and Figure 10 is a block diagram showing the specific configuration of a smart phone.

The smartphone 100 includes a storage unit 110 and a processor 120.

The processor 120 collects usage information of music-related content through a content playback application, analyzes the collected usage information based on at least one of album, period, region, and user's gender and age, and converts the analyzed results into ratio, The overall operation of the smartphone 100 displayed through the content playback application is controlled by at least one of the number of times and the increase/decrease amount items.

Specifically, the processor 120 includes RAM 121, ROM 122, main CPU 123, graphics processing unit 124, first to n interfaces (125-1 to 125-n), and bus 126. Includes.

RAM 121, ROM 122, main CPU 123, graphics processing unit 124, first to n interfaces 125-1 to 125-n, etc. may be connected to each other through bus 126.

The first to n interfaces 125-1 to 125-n are connected to the various components described above. One of the interfaces may be a network interface connected to an external device through a network.

The main CPU 123 accesses the storage unit 110 and performs booting using the O/S stored in the storage unit 110. Then, various operations are performed using various programs, contents, data, etc. stored in the storage unit 110.

In particular, the main CPU 123 collects usage information of music-related content through a content playback application, analyzes the collected usage information based on at least one of album, period, region, and user's gender and age, and provides the analysis results. can be displayed through a content playback application as at least one of the rate, number, and increase/decrease items.

The ROM 122 stores a set of instructions for booting the system. When a turn-on command is input and power is supplied, the main CPU 123 copies the O/S stored in the storage unit 110 to the RAM 121 according to the command stored in the ROM 122 and executes the O/S. Boot the system. When booting is complete, the main CPU 123 copies various application programs stored in the storage unit 110 to the RAM 121 and executes the application programs copied to the RAM 121 to perform various operations.

The graphics processing unit 124 uses a calculation unit (not shown) and a rendering unit (not shown) to create a screen including various objects such as icons, images, and text. Based on the received control command, the calculation unit (not shown) calculates attribute values such as coordinates, shape, size, color, etc. for each object to be displayed according to the layout of the screen. The rendering unit (not shown) generates screens with various layouts including objects based on attribute values calculated by the calculation unit (not shown).

In particular, the graphics processing unit 124 may implement objects created by the main CPU 123 as a graphic user interface (GUI), icon, user interface screen, etc.

Meanwhile, the operation of the processor 120 described above may be performed by a program stored in the storage unit 110.

The storage unit 110 collects usage information of music-related content through a content playback application, analyzes the collected usage information based on at least one of album, period, region, and user's gender and age, and converts the analyzed results into a ratio. , O/S (Operating System) software module for driving the smartphone 100 displayed through a content playback application with at least one of the number and increase/decrease items, and various data such as various multimedia contents are stored.

In particular, the storage unit 110 collects usage information of music-related content through a content playback application, analyzes the collected usage information based on at least one of album, period, region, and user's gender and age, and provides the analysis results. It may include a software module for displaying through a content playback application as at least one of rate, number, and increase/decrease items.

11 is a diagram of a software module stored in a storage unit according to an embodiment of the present invention.

Referring to FIG. 11, the storage unit 110 may store programs such as a content usage information collection module 111, an analysis module 112, and a display module 113.

Meanwhile, the operation of the processor 120 described above may be performed by a program stored in the storage unit 110. Hereinafter, detailed operations of the processor 120 using the program stored in the storage unit 110 will be described in detail.

Specifically, the content usage information collection module 111 may collect usage information on music-related content through a content playback application.

Additionally, the analysis module 112 may analyze the usage information collected as described above based on at least one of album, period, region, and user's gender and age.

Additionally, the display module 113 may display the analyzed results in at least one of the ratio, number, and increase/decrease items through a content playback application.

Meanwhile, a non-transitory computer readable medium in which a program for sequentially performing the control method according to the present invention is stored may be provided.

A non-transitory readable medium refers to a medium that stores data semi-permanently and can be read by a device, rather than a medium that stores data for a short period of time, such as registers, caches, and memories. Specifically, the various applications or programs described above may be stored and provided on non-transitory readable media such as CD, DVD, hard disk, Blu-ray disk, USB, memory card, ROM, etc.

In addition, usage information of music-related content is collected through a content playback application, and the collected usage information is analyzed based on at least one of album, period, region, and user's gender and age, and the analyzed results are analyzed in terms of ratio, number, and increase. In the above-described block diagram showing a smartphone that displays a content playback application as at least one of the weight loss items, a bus is not shown, but communication between each component in the smartphone may be performed through a bus. Additionally, each device may further include a processor such as a CPU or microprocessor that performs the various steps described above.

In addition, although preferred embodiments of the present invention have been shown and described above, the present invention is not limited to the specific embodiments described above, and the technical field to which the invention pertains without departing from the gist of the present invention as claimed in the claims. Of course, various modifications can be made by those of ordinary skill in the art, and these modifications should not be understood individually from the technical idea or perspective of the present invention.

100: Smartphone 110: Storage unit
120: processor

Claims (7)

Collecting information on the use of music-related content through a content playback application;
Analyzing the collected usage information based on at least one of album, period, region, and user's gender and age; and
Including displaying the analyzed result through the content playback application as at least one of ratio, number, and increase/decrease items,
The music-related content is,
Contains at least one of sound source content, video content, and photo content,
The analysis step is based on the collected usage information,
Calculate the number of users for each album, analyze the calculated number of users for each album, and calculate a list of albums in order of highest number of users.
Calculate the number of users of each album by period, analyze the number of users of each album by the calculated period, and calculate the increase or decrease of users of each album during the preset period,
Based on the number of users by region, the ratio of the number of users by region and the increase or decrease in the number of users are calculated, and the ratio of the gender and age of users by artist is calculated,
Comprising the step of calculating the number of uses of the sound source content for each sound source, analyzing the calculated number of uses for each sound source, and calculating the use ratio of the specific sound source within a specific album containing the specific sound source,
The display step is,
Based on the calculated number of users for each album, multiple albums of the same artist are displayed as an album list for the same artist in order of the highest number of users, or the multiple albums of the same artist are displayed as a usage ratio for each album. display a graph, or
Based on the calculated number of users of each album for each period, a graph showing the number of users of each album of the same artist for each period is displayed,
Analysis of music-related content, displaying a list of sound sources in which a plurality of sound sources in the same album of the same artist are arranged in order of usage frequency or usage ratio, based on the calculated usage ratio of the specific sound source in the specific album. How to deliver results. delete delete According to paragraph 1,
The number of uses for each sound source includes the number of listens for each sound source and the number of recordings for each sound source,
The step of calculating the usage ratio of the specific sound source within the specific album containing the specific sound source is,
Calculating the average number of listenings per person and the average number of recordings per person based on the number of listenings and recordings for each sound source in the specific album containing the specific sound source, and calculating the listening rate and recording ratio for each sound source in the specific album. A method of providing analysis results of music-related content. According to paragraph 1,
The analysis step is,
A method of providing analysis results of music-related content, further comprising calculating the average number of video views per person based on the number of views for each video in the album of the video content. According to paragraph 1,
The analysis step is,
Calculate the average number of photo views per person based on the number of photo views per album of the photo content, calculate the display time for each photo based on the user's log record for each photo content, and calculate the display time for each photo based on the display time for each photo. A method of providing analysis results of music-related content, further comprising analyzing star preferences and popularity. A computer-readable recording medium on which program instructions are recorded for implementing a method for providing analysis results of music-related content according to any one of claims 1 and 4 to 6.