KR102151459B1 - System for supporting business-to-business of film industry - Google Patents

Abstract

The present invention relates to a server and a system providing a media platform. More specifically, the present invention relates to a system supporting B2B service in the film industry. According to one embodiment of the present invention, the system for the media platform supporting B2B service in the film industry includes: a user′s first terminal; a filmmaker′s second terminal; and a management server acquiring first information and first rating information through the media platform. The first information includes the filmmaker′s first video information and second video information and personal information of the user using the media platform. The management server includes a membership registration unit, a content agency unit, and an online screening unit. The membership registration unit transmits and receives information for subscription to the media platform to and from the first terminal or the second terminal. The content agency unit transmits and receives information for a content consignment request to and from the first terminal or the second terminal. The online screening unit transmits and receives information for content upload to and from the first terminal or the second terminal.

Description

A system supporting B2B service in the movie industry {SYSTEM FOR SUPPORTING BUSINESS-TO-BUSINESS OF FILM INDUSTRY}

The present invention relates to a server and a system for providing a media platform.

Specifically, the present invention relates to a system supporting a B2B service in the movie industry.

Korean Patent Publication No. 10-2016-0145698 discloses a global exchange platform for experts in the film industry.

The document is a computing system for operating a global online portal that provides an end-to-end solution for movie industry experts, comprising: a server system configured to register movie industry experts in the portal; It is communicatively coupled to the server system and has a storage system configured to store a list of film industry professionals registered in the portal, and the list of registered film industry professionals is divided into individual categories. Disclosed is a computing system that includes at least the authors, directors, actors and technicians listed.

In addition, the server system is configured to generate a list of registered film industry experts including each profile page of registered film industry experts as part of the portal, and the profile page is information on services provided by each of the registered film industry experts. It discloses that it includes.

Korean Patent Publication No. 10-2016-0145698

An object of the present invention is to provide a system supporting B2B service in the movie industry.

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems that are not mentioned will be clearly understood by those of ordinary skill in the technical field to which the present invention belongs from the following description. I will be able to.

According to an embodiment of the present invention, there is provided a system for a media platform supporting B2B service in a movie industry, comprising: a first terminal of a user; A second terminal of the filmmaker; And a management server that obtains first information and first rating information through the media platform. Including, wherein the first information includes personal information of the user using the media platform, first image information and second image information of the film maker, and the management server includes a member subscription unit, a content agency unit, and online And a screening unit, wherein the member sign-up unit transmits and receives information for subscription to the media platform with the first terminal or the second terminal, and the content agency unit transmits information for a content consignment request to the first terminal or the first terminal. 2 It may transmit and receive with the terminal, and the online screening unit may be characterized in that it transmits and receives information for uploading content with the first terminal or the second terminal.

In addition, in an embodiment of the present invention, in a management server operating a media platform, a communication module that obtains first information through the media platform, and when the first information satisfies a predetermined criterion And a control module that generates second information based on the first information, wherein the first information includes personal information and a plurality of image information of a user using the media platform, and the second information includes the A management server including a second rating for a movie producer set by the control module based on the first information is proposed.

The plurality of image information may include at least one first image and at least one second image, and the at least one second image may be an image obtained by editing the at least one first image.

The control module obtains first time information from the at least one first image, obtains second time information from the at least one second image, and based on the first time information and the second time information A second rating for the filmmaker may be set.

The second rating may be set using an artificial intelligence network model of the artificial intelligence module of the management server.

The first time information corresponds to a time associated with an object extracted from the at least one first image, and the second time information corresponds to a time associated with an object extracted from the at least one second image. It can be characterized.

In addition, an embodiment of the present invention is a system for providing a media platform, executing at least one of a website and a mobile app providing the media platform, and executing at least one of the website and a mobile app. A first network node that inputs the first information through; And a second network node that generates second information based on the first information when the first information satisfies a predetermined criterion and transmits the second information to the first network node. It proposes a system including.

The first information includes personal information of a user using the media platform and a plurality of image information, and the second information is a second information for a movie maker set by the control module based on the first information. May include ratings.

As described above, an embodiment of the present invention has a technical effect in terms of proposing a system supporting an enhanced B2B service in the movie industry.

The effects obtainable in the present invention are not limited to the above-mentioned effects, and other effects not mentioned can be clearly understood by those of ordinary skill in the art from the following description. will be.

Other aspects, features and benefits as described above of certain preferred embodiments of the present invention will become more apparent from the following description, which is handled in conjunction with the accompanying drawings.
1 is a diagram illustrating a system for providing a media platform according to an embodiment of the present invention.
2 is a block diagram illustrating a management server operating a media platform according to an embodiment of the present invention.
3 is a diagram illustrating a media platform according to an embodiment of the present invention.
4 is a diagram illustrating a media platform according to an embodiment of the present invention.
5 is a flow chart showing a method of operating a media platform according to an embodiment of the present invention.
6 is a flowchart showing a method of operating a media platform according to an embodiment of the present invention.
7 is a block diagram illustrating a control module of a management server according to an embodiment of the present invention.
8 is a diagram illustrating first appearance time information according to an embodiment of the present invention.
9 is a view for explaining second appearance time information according to an embodiment of the present invention.
It should be noted that throughout the drawings, like reference numbers are used to show the same or similar elements, features, and structures.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings.

In describing the embodiments, descriptions of technical contents that are well known in the technical field to which the present invention pertains and are not directly related to the present invention will be omitted. This is to more clearly convey the gist of the present invention by omitting unnecessary description.

For the same reason, some components in the accompanying drawings are exaggerated, omitted, or schematically illustrated. In addition, the size of each component does not fully reflect the actual size. The same reference numerals are assigned to the same or corresponding components in each drawing.

Advantages and features of the present invention, and a method of achieving them will become apparent with reference to the embodiments described below in detail together with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in a variety of different forms. It is provided to completely inform the scope of the invention to those who have it, and the invention is only defined by the scope of the claims. The same reference numerals refer to the same components throughout the specification.

In this case, it will be appreciated that each block of the flowchart diagrams and combinations of the flowchart diagrams may be executed by computer program instructions. Since these computer program instructions can be mounted on the processor of a general purpose computer, special purpose computer or other programmable data processing equipment, the instructions executed by the processor of the computer or other programmable data processing equipment are described in the flowchart block(s). It creates a means to perform functions. These computer program instructions can also be stored in computer-usable or computer-readable memory that can be directed to a computer or other programmable data processing equipment to implement a function in a particular way, so that the computer-usable or computer-readable memory It is also possible to produce an article of manufacture containing instruction means for performing the functions described in the flowchart block(s). Computer program instructions can also be mounted on a computer or other programmable data processing equipment, so that a series of operating steps are performed on a computer or other programmable data processing equipment to create a computer-executable process to create a computer or other programmable data processing equipment. It is also possible for instructions to perform processing equipment to provide steps for executing the functions described in the flowchart block(s).

In addition, each block may represent a module, segment, or part of code that contains one or more executable instructions for executing the specified logical function(s). In addition, it should be noted that in some alternative execution examples, functions mentioned in blocks may occur out of order. For example, two blocks shown in succession may in fact be executed substantially simultaneously, or the blocks may sometimes be executed in reverse order depending on the corresponding function.

In this case, the term'~ unit' used in this embodiment refers to software or hardware components such as field-programmable gate array (FPGA) or application specific integrated circuit (ASIC), and'~ unit' is a certain role. Perform them. However,'~ part' is not limited to software or hardware. The'~ unit' may be configured to be in an addressable storage medium, or may be configured to reproduce one or more processors. Thus, as an example,'~ unit' refers to components such as software components, object-oriented software components, class components and task components, processes, functions, properties, and procedures. , Subroutines, segments of program code, drivers, firmware, microcode, circuitry, data, database, data structures, tables, arrays, and variables. The components and functions provided in the'~ units' may be combined into a smaller number of elements and'~ units', or may be further divided into additional elements and'~ units'. In addition, components and'~ units' may be implemented to play one or more CPUs in a device or a security multimedia card.

In describing the embodiments of the present invention in detail, examples of specific systems will be the main target, but the main subject matter to be claimed in this specification is the scope disclosed in the present specification to other communication systems and services having a similar technical background. It can be applied within a range that does not deviate greatly, and this will be possible at the judgment of a person skilled in the art.

In the present invention, a media platform refers to a video, audio, and text produced by a user, and specifically, image information for movies, videos, animations, and SNS (eg, static images, dynamic images), A platform that includes functions to receive, manage, and provide (or output) music videos, music videos, BGM, homemade videos, songs, music, lyrics, sounds, voices, e-books, text, pictures, and diagrams. Can be Hereinafter, description is made based on the movie industry, but the features of the present invention can be utilized in various fields belonging to the media industry.

1 is a diagram illustrating a system for providing a media platform according to an embodiment of the present invention.

Referring to FIG. 1, a system for providing a media platform according to an embodiment of the present invention includes a management server 110, a user terminal 120, a first network entity 130, and a first network entity. The second network entity 140, the third network entity 150, and the fourth network entity 160 may be included. In the case of FIG. 1, a total of four network entities 130, 140, 150, and 160 are shown, but this is only an example selected for convenience of design, and the network included in the system 100 of the present invention The number of entities is not limited thereto. In addition, the management server 110, the user terminal 120, and each of the plurality of network entities 130, 140, 150, and 160 may be referred to as a network node. Further, referring to FIG. 1, the management server 110 may be connected to the user terminal 120 and each of the plurality of network entities 130, 140, 150, and 160 through a wired or wireless network. In addition, each of the first network entity 130, the second network entity 140, the third network entity 150, and the fourth network entity 160 is a terminal and/or server (eg, cloud server, web server, etc.) It may include.

Meanwhile, when the user of the user terminal 120 is a movie maker, the user terminal 120 and the first network node 130 may be regarded as the same. In addition, when the user of the user terminal 120 is a person related to a movie distributor (eg, a movie distributor worker), the user terminal 120 and the second network node 140 may be regarded as the same. In addition, when the user of the user terminal 120 is a person related to a film festival (eg, a film festival management worker), the user terminal 120 and the third network node 150 may be regarded as the same.

2 is a block diagram showing a management server according to an embodiment of the present invention.

Referring to FIG. 2, the management server 110 may include a first control module 210, a first communication module 220, a first input module 230, and/or a first output module 240. In addition, the management server 110 may be a server operating a website and/or a mobile app that provides or supports the media platform of the present invention. In addition, each of the user terminal 120 and the first to fourth network entities 130, 140, 150, and 160 includes a second control module 291 (not shown), a second communication module 292 (not shown), and 2 input modules 293 (not shown), and/or a second output module 294 (not shown) may be included.

The control modules 210 and 291 may directly/indirectly control the management server 110 and/or the user terminal 120 to implement an operation/step/process according to an embodiment of the present invention. Further, the control modules 210 and 291 may include at least one processor, and the processor may include at least one central processing unit (CPU) and/or at least one graphic processing device (GPU).

In addition, the control modules 210 and 291 are based on API (Application Programming Interface), IoT (Internet of Things), IIoT (Industrial Internet of Things), and ICT (Information & Communication Technology) technology. Can be created and/or managed.

The communication modules 220 and 292 may transmit and receive various data, signals, and information with the management server 110, the user terminal 120, and/or the network entities 130, 140, 150, and 160. In addition, the communication modules 220 and 292 may be a wireless communication module (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module (eg, a local area network (LAN) communication module). Module, or a power line communication module). In addition, the communication modules 220 and 292 may include a first network (for example, a Bluetooth, WiFi direct, or a short-range communication network such as IrDA (Infrared Data Association)) or a second network (for example, a cellular network, the Internet, or a computer network (for example: LAN or WAN) to communicate with external electronic devices. These various types of communication modules may be integrated into one component (eg, a single chip), or may be implemented as a plurality of separate components (eg, multiple chips).

The input modules 230 and 293 are commands to be used in the management server 110, the user terminal 120, and/or the components of the network entities 130, 140, 150, 160 (for example, the control module 210, etc.) Alternatively, data may be received from the management server 110 and/or external to the user terminal 120 (eg, a user (eg, a first user, a second user, etc.), an administrator of the management server 110, etc.). In addition, the input modules 230 and 293 include a touch recognition capable display installed in the management server 110 and/or the user terminal 120, a touch pad, a button type recognition module, a voice recognition sensor, a microphone, a mouse, or a keyboard. can do. Here, the touch-recognizable display, touch pad, and button-type recognition module may recognize a touch through a user's body (eg, a finger) through a pressure-sensitive and/or capacitive method. In addition, each of the input modules 230 and 293 may further include a sensor unit for fingerprint recognition and/or iris recognition.

The output modules 240 and 294 are signals generated by the control modules 210 and 291 of the management server 110 and/or the user terminal 120 or acquired through the communication modules 220 and 292 (e.g., voice signals). ), information, data, images, and/or various objects. For example, the output modules 240 and 294 may include a display, a screen, a display unit, a speaker, and/or a light emitting device (eg, an LED lamp).

The storage module 250 stores data such as a basic program, an application program, and setting information for the operation of the management server 110 and/or the user terminal 120. In addition, the storage module includes a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory, etc.), Magnetic memory, magnetic disk, optical disk, RAM (Random Access Memory, RAM), SRAM (Static Random Access Memory), ROM (Read-Only Memory, ROM), PROM (Programmable Read-Only Memory), EEPROM (Electrically Erasable Programmable Read) -Only Memory) may include at least one storage medium. In addition, the storage module 250 may be a hardware module including a cloud server and/or a block chain server, or a software module including the functions of the cloud server and/or a block chain server.

In addition, the storage module 250 may store personal information of a customer (first user) using the management server 110 and/or the user terminal 120, personal information of an administrator (second user), and the like. Here, the personal information includes a name, an ID, a password, a street name address, a phone number, a mobile phone number, an email address, and/or a reward (eg, points, etc.) generated by the management server 110. It may include information indicated. Further, the control modules 210 and 291 may perform various operations using various images, programs, contents, data, music, sounds, etc. stored in the storage module 250.

3 is a diagram illustrating a media platform according to an embodiment of the present invention.

1 to 3, the management server 110 may be a server supporting the movie open market, and membership registration, online screening, business matching, administrative services (contract, translation, etc.), copyright distribution system, industry status And consulting, and/or a video screening service (or a video screening system).

The first network node 130 may be a terminal used by a film maker (or a person engaged in a film production company) or a server operated by the film maker (or a person engaged in a film production company), and the film maker is a film production company. , Movie clubs, film groups, and individual filmmakers. For example, a filmmaker can sign up for a producer member through the first network node 130 and the management server 110, and the filmmaker can receive revenue through the first network node 130 and the management server 110. You can settle.

The second network node 140 may be a terminal used by a person engaged in a distributor or a server operated by the distributor (or a person engaged in the distributor), and the distributor may include a domestic distributor and an overseas distributor. In addition, the second network node 140 may include a terminal and/or a server used by a person operating a video screening system (online and/or offline) that provides a video screening service.

The third network node 150 may be a terminal or a server related to a film festival, and the film festival may include a domestic film festival and an overseas film festival. In addition, the third network node 150 may include a terminal and/or a server used by a person operating a video screening system (online and/or offline) providing a video screening service.

The fourth network node 160 may be another terminal or other server, and may perform functions such as screening a community movie or requesting another screening.

For example, the second network node 140, the third network node 150, and the fourth network node 160 mutually sign up with the management server 110, online screening, a signal for calculating profits, and/or Can send and receive information.

Meanwhile, when the user of the user terminal 120 is a movie maker, the user terminal 120 and the first network node 130 may be regarded as the same. In addition, when the user of the user terminal 120 is a person related to a movie distributor (eg, a movie distributor worker), the user terminal 120 and the second network node 140 may be regarded as the same. In addition, when the user of the user terminal 120 is a person related to a film festival (eg, a film festival management worker), the user terminal 120 and the third network node 150 may be regarded as the same.

4 is a diagram illustrating a media platform according to an embodiment of the present invention.

1 to 4, the management server 110 includes a member registration unit 410, a content agency unit 420, an online screening unit 430, a business matching unit 440, an administrative service unit 450, And/or a copyright service unit 460.

The member registration unit 410 transmits and receives information for a producer paid member registration (first member registration information) with the first network node 130, and provides information for a distribution company corporate member registration (second member registration information). 2 Transceived with the network node 140, transmits and receives information for film festival corporate/group membership registration (third member registration information) with the third network node 150, and information for corporate/group membership registration (4th member Subscription information) may be transmitted and received with the fourth network node 160. As an example, the member sign-up unit 410 includes information for subscription of a person who provides a video screening service and/or a person who operates a video screening system (online and/or offline) that provides the video screening service (the second member Subscription information and/or the third member subscription information) may be transmitted and received with the second network node 140 and/or the third network node 150.

The content agency unit 420 may transmit and receive information for a content consignment request with the first network node 130.

The online screening unit 430 transmits and receives information for uploading content with the first network node 130, transmits and receives information for online preview (first online preview information) with the second network node 140, and Information for preview (second online preview information) may be transmitted and received with the third network node 150, and information for providing content information may be transmitted and received with the fourth network node 160. Here, the online preview may represent a service for outputting a movie trailer, a full video, a summary video, and/or a promotional video through a website and/or a mobile app.

The business matching unit 440 transmits/receives with the first network node 130 for a transaction request notification, transmits and receives information for a content transaction request with the second network node 140, and provides information for a content screening request. 4 Can transmit and receive with the network node 160.

The administration service unit 450 transmits and receives information for a contract/exhibition request with the first network node 130, transmits and receives information for a distribution contract with the second network node 140, and transmits information for a film festival entry. It can transmit and receive with the third network node 150.

The copyright distribution unit 460 may transmit and receive first cost settlement information with the first network node 130, and the first cost settlement information may include information on settlement after deducting a fee. In addition, the copyright distribution unit 460 may transmit and receive the second cost settlement information to and from the second network node 140, and the second cost settlement information may be used for calculating revenue, credit related information, and credit related profit settlement. May contain information. In addition, the copyright distribution unit 460 may transmit and receive third cost settlement information with the third network node 150, and the third cost settlement information may include information for screening fee settlement (first screening fee settlement information). have. In addition, the copyright distribution unit 460 may transmit and receive the fourth cost settlement information with the fourth network node 160, and the fourth cost settlement information may include information for screening fee settlement (second screening fee settlement information). have.

In addition, the management server 110 and the first network node 130 to the fourth network node 160 according to an embodiment of the present invention may include the following features.

The management server 110 may provide a'distributor business agency service' in the following manner, for example. When information indicating a distribution contract request is received from the user terminal 120, the management server 110 may transmit information on the customer notification service to a contact point designated by the user (customer) of the user terminal 120. In addition, the management server 110 may control to proceed with the contract of the customer and the distributor in the form of a standard distribution/distribution contract. At this time, the user (customer) can control to provide all of the materials that can be provided to the company, such as a final screening of credits containing a company providing the service of the present invention (eg,'independent movie open market'). In addition, the management server 110 may control to deposit the proceeds related to the profits generated after the screening ends to the customer's designated account. The management server 110 may control to deposit profits generated through additional services such as IPTV and Internet into a designated account on a regular (monthly basis). The company and/or account may be associated with a theater, non-theater (having a video screening system), or OTT (Over The Top Service) services. Here, the OTT service refers to a service that provides various media contents such as broadcast programs, movies, and education through the Internet.

The management server 110, for example, may provide a'film festival exhibition management service' in the following manner. The management server 110 may receive a message from the user terminal 120 of the user requesting an entry service to a film festival that the user intends to exhibit. When the user inputs movie information on the service request page, the management server 110 may control to apply for a film festival after converting it according to each film festival application form. The management server 110 may provide or transmit a customer notification service to a contact designated by the user (customer) upon receiving a message indicating a film festival entry, invitation, and screening (eg, online screening) request from the user terminal 120. When a user (customer) requests, the management server 110 may control an entry fee priority payment agent. The management server 110 may control to deposit the proceeds of screening (eg, online screening) for which screening fees are supported, to a customer designated account.

The management server 110 may provide other screening management services in the following manner, for example. When a message indicating a screening request is received, the management server 110 may control to provide or transmit a customer notification service to a contact designated by a user (customer). The management server 110 may control to provide a screening copy in a material registered by a user (customer). The management server 110 may control to deposit the proceeds of the screening fee into a customer-designated account after the screening ends.

The management server 110 may provide business matching and contract and settlement agency services in the following manner, for example. The management server 110 may control to enable online screening after receiving a random password when requesting online screening after confirming the work introduction. The management server 110 may control a distribution contract through a company providing the service of the present invention (eg,'independent movie open market') after a content transaction request. The management server 110 may control to support a communication service between a user (customer) and a manufacturer (user of the first network node).

5 is a flow chart showing a method of operating a media platform according to an embodiment of the present invention.

Referring to FIG. 5, the method according to an embodiment of the present invention includes the step of executing a website and/or mobile app in the user terminal 120 by a user (customer) providing or supporting the media platform of the present invention. It can be done (S510).

The website and/or mobile app that provides or supports the media platform of the present invention may be operated by the management server 110, and the management server 110 includes the website and/or mobile app as the user terminal 120 It can be controlled to be output through.

In addition, the method may include the step of receiving, by the management server 110, first information input by the user (S520).

The user may input first information through the website and/or mobile app executed through the user terminal 120. The first information may be transmitted from the user terminal 120 to the management server 110 and recorded in the management server 110 and/or the storage module 250.

The first information may include personal information of the user. Here, the personal information is the first user's name, ID (ID; identifier), password, social security number, street name address, phone number, mobile phone number, email address, and/or a reward generated by the management server 110 ( Yes; may include information indicating points, etc.).

In addition, the first information further includes information on the amount and/or details (payment details) paid by the user through the website and/or mobile app of the present invention, and information on the rewards (points) received or used by the user. It can also be included.

In addition, the method may include determining, by the management server 110, whether the first information satisfies a predetermined criterion (S530).

For example, the website and/or the mobile app of the present invention is the following steps S540, S610 to S540, and/or the aforementioned distributor business only after performing a predetermined authentication procedure through the user's first information. You can also perform actions corresponding to agency services, film festival entry management services, other screening management services, business matching, and contract and settlement agency services.

For example, the predetermined criterion may include a predetermined authentication procedure, and the predetermined authentication procedure may include an identity authentication process performed based on the user's personal information.

In addition, the method may include generating, by the management server 110, second information based on the first information according to a determination result (S540).

For example, if a predetermined criterion is satisfied, the management server 110 may control to generate second information based on the first information and output it through the user terminal 120, but if the predetermined criterion is not satisfied, The information indicating that the criterion of is not satisfied may be generated and controlled to be output through the user terminal 120.

On the other hand, the S510 to S540 may be implemented sequentially, but the order may be changed, and only some of the S510 to S540 may be implemented in combination with another substrate (method) of the present invention.

6 is a flowchart showing a method of operating a media platform according to an embodiment of the present invention.

Referring to FIG. 6, the method according to an embodiment of the present invention may include the step of obtaining, by the management server 110, first appearance time information (S610).

To this end, the management server 110 may receive, for example, first image information from the user terminal 120 and the first to fourth network nodes 130, 140, 150, and 160. Here, the first image information may include a plurality of first images, and the plurality of first images may include a plurality of pre-edit images.

For example, the first image information may include first appearance time information matched with the plurality of first images (eg, including a first image file, a second image file, and a third image file). In this case, the management server 110 may extract or obtain the first appearance time information from the first image information. At this time, the first appearance time information may be implemented as shown in Table 1 below, but this is only an example. In Table 1 below, the identification number for the first appearance time information may correspond to'X1_first video file_actor_sequence'.

Identification number First video file Actor time X1_01_001_1 First video file First actor Total X ₁ minute X ₁ second X1_01_002_1 First video file Second actor Total X ₂ minutes X ₂ seconds X1_01_002_2 First video file Second actor Total X ₃ minutes X ₃ seconds X1_01_003_1 First video file Third actor Total X ₄ minutes X ₄ seconds X1_01_003_2 First video file Third actor Total X ₅ minutes X ₅ seconds X1_02_001_1 Second video file First actor Total X ₆ minutes X ₆ seconds X1_02_001_2 Second video file First actor Total X ₇ minutes X ₇ seconds X1_02_001_3 Second video file First actor Total X ₈ minutes X ₈ seconds X1_02_002_1 Second video file Second actor Total X ₉ minutes X ₉ seconds X1_03_001_1 3rd video file First actor Total X ₁₀ minutes X ₁₀ seconds X1_03_001_2 3rd video file First actor Total X ₁₁ minutes X ₁₁ seconds

As another example, the control module 210 may obtain first object information by extracting an object included in the first image. The control module 210 is a variety of algorithms (object Through an extraction algorithm), an outline of an object in the first image or a text (or an outline (or appearance) representing information) that can be extracted from the object may be obtained. In addition, the control module 210 may generate masked image information by masking an area corresponding to the recognized object in the first image. In this case, the masking process is, for example, a difference image method, a model of gaussian (MOG) algorithm using GMM (Gaussian Mixture Models), a codebook algorithm, etc. The first object information may be extracted and/or obtained by using a method of extracting an object candidate region corresponding to.

In this way, the control module 210 may extract and/or obtain first object information corresponding to at least one actor (performer, actor) from the first image. In addition, the control module 210 may obtain the first appearance time information based on the extracted and/or the obtained first object information (in this case, the first appearance time information may be configured as shown in Table 1 above. Can). In this case, the first appearance time information may indicate a time (eg, a time in the first image) for first object information corresponding to the at least one actor.

In addition, the method may include the step of obtaining, by the management server 110, the second appearance time information (S620).

To this end, the management server 110 may receive, for example, second image information from the user terminal 120 and the first to fourth network nodes 130, 140, 150, and 160. Here, the second image information may include at least one edited image.

For example, the second image information may include second appearance time information matched with the plurality of second images (eg, including a first image file, a second image file, and a third image file). In this case, the management server 110 may extract or obtain the second appearance time information from the second image information. At this time, the second appearance time information may be implemented as shown in Table 2 below, but this is only an example. In Table 2 below, the identification number for the second appearance time information may correspond to'X2_second video file_actor_sequence'.

Identification number 2nd video file Actor time X2_01_001_1 First video file First actor Total Y ₁ minute Y ₁ second X2_01_002_1 First video file Second actor Total Y ₂ minutes Y ₂ seconds X2_01_003_1 First video file Third actor Total Y ₃ minutes Y ₃ seconds X2_02_001_1 Second video file First actor Total Y ₄ minutes Y ₄ seconds X2_03_001_1 3rd video file First actor Total Y ₅ minutes Y ₅ seconds

For example,'X2_01_001_1' is a video edited based on'X1_01_001_1','X2_01_002_1' is a video edited based on'X1_01_002_1' and'X1_01_002_2', and'X2_01_003_1' is a video edited based on'X1_01_003_1' and'X1_01_003_2' Based on the edited video,'X2_02_001_1' is a video edited based on'X1_02_001_1','X1_02_001_2', and'X1_02_001_3', and'X2_03_001_1' is a video edited based on'X1_03_001_1' and'X1_03_001_2' have. Since the second image file corresponding to'X1_02_002_1' does not exist, the first image file corresponding to'X1_02_002_1' may be considered to have been deleted during the editing process. As another example, the control module 210 is the second image. The second object information may be obtained by extracting the object included in the inside. The control module 210 is a variety of algorithms (object Through an extraction algorithm), an outline of an object in the second image or a text (or an outline (or appearance) representing information) that can be extracted from the object may be obtained. In addition, the control module 210 may generate masked image information by masking a region corresponding to the recognized object in the second image. In this case, the masking process is, for example, a difference image method, a model of gaussian (MOG) algorithm using GMM (Gaussian Mixture Models), a codebook algorithm, etc. The second object information may be extracted and/or obtained by using a method of extracting an object candidate region corresponding to. In this way, the control module 210 may extract and/or obtain second object information corresponding to at least one actor (performer, actor) from the second image. In addition, the control module 210 may obtain the second appearance time information based on the extracted and/or the obtained second object information (in this case, the second appearance time information may be configured as shown in Table 2 above. Can). In this case, the second appearance time information may indicate a time (eg, a time in the second image) for the second object information corresponding to the at least one actor.

In addition, the method may include comparing, by the management server 110, a ratio of the second appearance time information to the first appearance time information with a predetermined threshold (S630).

The management server 110 divides the'time indicated by the second appearance time information' by the'time indicated by the first appearance time information' (a value expressed from 0.0 to 1.0 to the first decimal place) (photographing efficiency value) It may be determined whether it is higher and/or lower than a predetermined threshold (eg, a first threshold). The shooting efficiency value determined as described above may be a value set for each film maker. In the case of joint production, the shooting efficiency value may be i) applied equally to all co-producers or ii) differently applied according to a predetermined criterion. . In this regard, it can be seen that the low shooting efficiency value indicates that the filmmaker has photographed many unnecessary images other than the images to be used in the final film.

For example, the photographing efficiency value E may be determined based on at least one of a first photographing efficiency value E1 and a second photographing efficiency value E2. As an example, the photographing efficiency value E may be an average value of a first photographing efficiency value E1 and a second photographing efficiency value E2.

The first shooting efficiency value E1 may be, for example, a ratio of the'time indicated by the first appearance time information' to the'time indicated by the second appearance time information' determined based on a specific actor. As an example, the first shooting efficiency value E11 may be determined based on the'first actor', and specifically, E1 = ('Y ₁ minute Y ₁ second'+'Y ₄ minutes Y ₄ seconds'+' Y ₅ min Y ₅ sec')/('X ₁ min X ₁ sec'+'X ₆ min X ₆ sec'+'X ₇ min X ₇ sec'+'X ₈ min X ₈ sec'+'X ₁₀ min X ₁₀ seconds'+'X ₁₁ minutes X ₁₁ seconds') can be calculated based on (see Tables 1 and 2). As another example, the first shooting efficiency value E12 may be determined based on the'second actor', the first shooting efficiency value E13 may be determined based on the'third actor', and the determination method is The method of determining the first shooting efficiency value E1 based on the aforementioned'first actor' may be followed. In addition, the first photographing efficiency value E1 may be an average of two or more of the first photographing efficiency value E11, the first photographing efficiency value E12, and the first photographing efficiency value E13.

The second shooting efficiency value E2 may be, for example, a ratio of the'time indicated by the first appearance time information' to the'time indicated by the second appearance time information' determined based on a specific actor and a specific video file. have. For example, the second shooting efficiency value E24 may be determined based on the'second video file' and the'first actor', and specifically, E1 = ('Y ₄ minutes Y ₄ seconds')/('X ₆ minutes X ₆ seconds'+'X ₇ minutes X ₇ seconds'+'X ₈ minutes X ₈ seconds') can be calculated based on (see Tables 1 and 2). As another example, the second shooting efficiency value E21 may be determined based on the'first video file' and the'first actor', and the second shooting efficiency value E22 is the'first video file' and the'second actor'. ', and the second shooting efficiency value E23 can be determined based on the'first image file' and the'third actor', and the second shooting efficiency value E25 is the'second image file' It can be determined based on'and'second actor', and the second shooting efficiency value (E26) can be determined based on the'second video file'and'thirdactor', and the second shooting efficiency value (E27) ) Can be determined based on the'third video file'and'firstactor', and the second shooting efficiency value (E28) can be determined based on the'third video file'and'secondactor', and 2 The shooting efficiency value (E29) can be determined based on the'third video file' and the'third actor', and the determination method is to determine the first shooting efficiency value (E1) based on the aforementioned'first actor'. You can follow how to do it. In addition, the second photographing efficiency value (E2) is the second photographing efficiency value (E21), the second photographing efficiency value (E22), the second photographing efficiency value (E23), the second photographing efficiency value (E24), The second photographing efficiency value (E25), the second photographing efficiency value (E26), the second photographing efficiency value (E27), the second photographing efficiency value (E28), and the second photographing efficiency value (E29) It may be an average of two or more of them.

In addition, the method may include generating, by the management server 110, third information based on the first appearance time information and the second appearance time information according to the comparison result (S640).

As an example, the management server 110 may set and output a rating P1 related to shooting efficiency for a film maker based on the shooting efficiency value E.

As another example, the management server 110 may set a predetermined reward (point) for a filmmaker based on the shooting efficiency value E and provide it to the filmmaker.

As another example, the management server 110 generates alarm information for the filmmaker when the shooting efficiency value E is lower than the first threshold value, and then through the user terminal and/or the first network node 130. Can be printed.

In addition, when the number of actors exceeding the predetermined threshold (eg, the first threshold) exceeds the second threshold, the management server 110 may generate and output a predetermined event.

On the other hand, the S610 to S640 may be implemented sequentially, but the order may be changed, and only some of the S610 to S640 may be implemented in combination with another substrate (method) of the present invention.

In addition, the management server 110 is based on the shooting efficiency value (E), when at least one first image (ie, pre-editing image) input by the filmmaker is stored in the storage module 250, a specific quality (eg ; Save quality) can be set. As an example, the management server 110 may change at least one first image input by a filmmaker to the specific image quality and then store it in the storage module 250, and the specific image quality corresponds to the shooting efficiency value (E). It can be set by the management server 110 to be proportional. This is because in the case of a user with too many originals (i.e., at least one first image) compared to the final image (i.e., at least one second image), the capacity used for storage of the original photographed is reduced, and the management server 110 ) Of the storage module 250 can be regarded as technically significant in terms of being used unnecessarily (ie, resource saving and efficient resource utilization).

In addition, the management server 110 according to an embodiment of the present invention includes a director (eg, general director, cinematographer, lighting director, art director, sound director), cast members (eg actors, actors) related to multimedia input to the media platform. Action actors, action/stunt bands, extra actors, etc.), other staff (e.g., production department, directing department, lighting department, art department, sound department, etc.), production companies, CG working companies, etc. can be recorded in the database, and the multimedia Each and the rating may be matched, or the rating may be reset by referring to the first photographing efficiency value.

7 is a block diagram showing the control module 210 of the management server 110 according to an embodiment of the present invention.

The artificial intelligence module 700 may generate a predetermined threshold (eg, a first threshold, a second threshold) based on the artificial intelligence network. In addition, the artificial intelligence module 700 may set the predetermined threshold value by using machine learning on big data stored in the storage module 250.

In addition, the artificial intelligence module 700 trains an artificial intelligence network by using big data stored in the storage module 250 of the management server 110 as an input variable. Specifically, deep learning, which is a field of machine learning. Learning is performed so that an accurate correlation can be derived using the technique. In particular, in the case of the above-described correlation, the input is information indicating the rating of at least one user for the filmmaker, and the output is the predetermined threshold (eg, the first threshold, the second threshold). Can be defined.

Through this, the artificial intelligence module 700 may calculate a shooting efficiency-related rating P1 corresponding to the rating of at least one user with respect to the movie maker.

Specifically, the artificial intelligence module 700 may set a predetermined threshold (a first threshold, a second threshold) for calculating a shooting efficiency-related rating P1 corresponding to a rating of at least one user for a movie maker. . For example, the artificial intelligence module 700 is the'absolute value' of a value representing the difference between the rating of at least one user (second rating, P2) and the rating related to shooting efficiency (first rating, P1) for a movie maker. When (absolute value)' exceeds the third threshold, the first threshold may be reset.

For example, when the value obtained by subtracting the first rating from the second rating exceeds a third threshold, the artificial intelligence module 700 may reset the first threshold to a higher value (or a lower value). As another example, when the value obtained by subtracting the second score P2 from the first score P1 exceeds a third threshold, the artificial intelligence module 700 may have a higher value (or a lower value). Can be reset to.

Meanwhile, the rating (second rating, P2) of at least one user for the film maker may be determined based on a score (eg, rating) input by an unspecified number of users using the media platform of the present invention. For example, at least one user's rating (second rating, P2) for the film maker may be an average value of scores (eg, ratings) input by an unspecified number of users using the media platform of the present invention.

In addition, the artificial intelligence module 700 may calculate weights of a plurality of inputs in the function through learning through deep learning. In addition, various models, such as a recurrent neural network (RNN), a deep neural network (DNN), and a dynamic recurrent neural network (DRNN), may be used as an artificial intelligence network model used for such learning.

Here, RNN is a deep learning technique that considers both current and past data at the same time, and a recurrent neural network (RNN) represents a neural network in which a connection between units constituting an artificial neural network constitutes a directed cycle. Furthermore, various methods can be used for a structure capable of configuring a recurrent neural network (RNN), for example, a Fully Recurrent Network, Hopfield Network, Elman Network, and ESN (Echo state network), long short term memory network (LSTM), bi-directional RNN, continuous-time RNN (CTRNN), hierarchical RNN, and secondary RNN are representative examples. In addition, as a method for training a recurrent neural network (RNN), a gradient descent method, a Hessian Free Optimization, or a Global Optimization Method may be used.

The embodiments of the present invention disclosed in the present specification and drawings are only provided for specific examples to easily explain the technical content of the present invention and to aid understanding of the present invention, and are not intended to limit the scope of the present invention. That is, it is apparent to those of ordinary skill in the art that other modifications based on the technical idea of the present invention can be implemented. In addition, each of the above embodiments can be operated in combination with each other as needed. For example, all embodiments of the present invention may be implemented by a system 100, a management server 110, a user terminal 120, and/or a network entity (130, 140, 150, 160) in which parts are combined with each other. have.

In addition, the method of controlling the system 100, the management server 110, the user terminal 120, and/or the network entities 130, 140, 150, 160 according to the present invention can be performed through various computer means. It can be implemented in the form of a program command that can be recorded in a computer-readable medium.

As described above, various embodiments of the present invention may be implemented as computer readable code in a computer readable recording medium from a specific viewpoint. A computer-readable recording medium is any data storage device capable of storing data that can be read by a computer system. Examples of computer-readable recording media include read only memory (ROM), random access memory (RAM), and compact disk-read only memory (CD-ROM). ), magnetic tapes, floppy disks, optical data storage devices, and carrier waves (such as data transmission over the Internet). The computer readable recording medium can also be distributed through network-connected computer systems, so the computer readable code is stored and executed in a distributed manner. Further, functional programs, codes, and code segments for achieving various embodiments of the present invention can be easily interpreted by skilled programmers in the field to which the present invention is applied.

In addition, it will be appreciated that the apparatus and method according to various embodiments of the present invention can be realized in the form of hardware, software, or a combination of hardware and software. Such software may be, for example, a volatile or nonvolatile storage device such as a storage device such as a ROM, or a memory such as a RAM, memory chip, device or integrated circuit, or For example, it may be optically or magnetically recordable, such as a compact disk (CD), a DVD, a magnetic disk, or a magnetic tape, and stored in a storage medium that can be read by a machine (for example, a computer). In addition, the software may be stored in a hardware module including a cloud server and/or a block chain server, or may be stored in a software module including a function of the cloud server and/or a block chain server. The method according to various embodiments of the present invention may be implemented by a computer or a portable terminal including a control unit (eg, control module 210) and a memory, and such a memory is used to provide instructions for implementing the embodiments of the present invention. It will be appreciated that this is an example of a machine-readable storage medium suitable for storing the containing program or programs.

Accordingly, the present invention includes a program including a code for implementing the apparatus or method described in the claims of the present specification, and a storage medium readable by a machine (such as a computer) storing such a program. Further, such a program may be transferred electronically through any medium, such as a communication signal transmitted through a wired or wireless connection, and the present invention suitably includes equivalents thereto.

The embodiments of the present invention disclosed in the present specification and drawings are merely provided for specific examples to easily explain the technical content of the present invention and to aid understanding of the present invention, and are not intended to limit the scope of the present invention. In addition, the embodiments according to the present invention described above are merely exemplary, and those of ordinary skill in the art will understand that various modifications and equivalent ranges of embodiments are possible therefrom. Therefore, the true technical protection scope of the present invention should be determined by the following claims.

Claims (1)

In the system for a media platform supporting B2B service in the movie industry,
A user's first terminal;
A second terminal of the filmmaker; And
A management server that obtains first information and first rating information through the media platform; Including,
The first information includes personal information of the user using the media platform, first image information and second image information of the film maker,
The management server includes a member registration unit, a content agency unit, and an online screening unit,
The member subscription unit transmits and receives information for subscription to the media platform with the first terminal or the second terminal,
The content agency unit transmits and receives information for a content consignment request with the first terminal or the second terminal,
The online screening unit transmits and receives information for uploading contents with the first terminal or the second terminal,
The management server,
When the user authentication process is completed based on the user's personal information included in the first information, second information including second rating information for the filmmaker is generated based on the first information,
Record the first information and the second information in a database,
The first rating information represents an average value of ratings for the filmmaker input by an unspecified number of people,
The first image information includes a plurality of first images, and the second image information includes at least one second image that is a result of editing the plurality of first images,
The management server,
Corresponds to the first actor from the plurality of first images using an object extraction algorithm including Histogram of Oriented Gradient (HOG), Haar-like feature, local binary pattern (LBP), and features from accelerated segment test (FAST) Acquire first object information corresponding to the second actor, obtain second object information corresponding to the second actor, obtain third object information corresponding to the third actor,
Information indicating a first appearance time at which the first actor is identified in the plurality of first images is generated based on the first object information, and the first appearance time in the plurality of first images is generated based on the second object information. 2 generates information indicating a second appearance time at which the actor is identified, and generates information indicating a third appearance time at which the third actor is identified in the plurality of first images based on the third object information,
Obtaining fourth object information corresponding to the first actor from the at least one second image using the object extraction algorithm, obtaining fifth object information corresponding to the second actor, and Acquire the corresponding sixth object information,
Generates information indicating a fourth appearance time at which the first actor is identified in the at least one second image based on the fourth object information, and in the at least one second image based on the fifth object information Generates information indicating a fifth appearance time at which the second actor is identified, and generates information indicating a sixth appearance time at which the third actor is identified in the at least one second image based on the sixth object information and,
Determine a first shooting efficiency value based on the ratio of the fourth appearance time to the first appearance time, and determine a second shooting efficiency value based on the ratio of the fifth appearance time to the second appearance time, Determine a third shooting efficiency value based on the ratio of the sixth appearance time to the third appearance time,
Generate second rating information for the filmmaker based on the first shooting efficiency value, the second shooting efficiency value, and the third shooting efficiency value,
Calculating an average value of the first photographing efficiency value, the second photographing efficiency value, and the third photographing efficiency value,
Resetting the plurality of first images to a specific quality, wherein the specific quality is determined in proportion to the average value,
The management server,
When the average value is lower than the first threshold, alarm information for the movie maker is generated and transmitted to the first terminal of the user,
A difference between the first rating information and the second rating information is calculated, and when the difference exceeds a second threshold value, the first threshold value is based on a difference between the first rating information and the second rating information. Characterized in that to reset,
system.

Images