KR102575227B1 - System for providing culture and performing arts total platform service - Google Patents

Abstract

Provided is a system for providing a total culture and performing arts platform service, which comprises: a performance terminal which registers at least one kind of performances and uploads performance information containing a location, a date and time of the performance; a user terminal which searches for at least one kind of performances on a map and outputs performance information of the searched performance; and a platform service providing server which comprises a posting unit receives information on at least one kind of performances from the performance terminal and posting the same, a search unit displaying a search result when the user terminal searches at least one kind of performances, and an output unit displaying information on performances registered within a preset radius based on a current location or a searching location on a map when the user terminal inputs the current location or the searching location. Accordingly, the system can provide a search platform for culture and performing arts.

Description

Cultural and performing arts comprehensive platform service provision system {SYSTEM FOR PROVIDING CULTURE AND PERFORMING ARTS TOTAL PLATFORM SERVICE}

The present invention relates to a system for providing a comprehensive cultural and performing arts platform service, and provides a system capable of displaying performance information on a map and providing a comprehensive platform for ticket sales, food, encore requests, and communication between audiences and cast members.

The art space where performances are held is defined as a performance hall, and there are various performance halls from public halls to large theaters, small theaters, civic centers, Seoul Arts Center, and Sejong Center for the Performing Arts. The performance hall is a place and mediator that can play the role of creative art telling, is a social cultural base for the local community, and is also a space for socializing. Classification according to the purpose of theater operation is divided into public theater and commercial theater, and when looking at whether it is designed only for a specific genre, it is sometimes divided into multi-purpose theater and dedicated theater. In addition, depending on the shape and relationship between the stage and the audience, it is divided into arena stage theater, proscenium theater, black box theater, and Italian style theater. The performance hall can be divided into audience-occupied space, stage space, and other spaces.

At this time, a method of monitoring cultural performance information with big data or posting electronic promotional materials was researched and developed. No. 2014-0091307 (published on July 21, 2014) collects reviews on movies, plays, musicals and performances from online media including social media, quantitatively and qualitatively, in order to monitor cultural media promotional contents. A configuration that outputs the analyzed monitoring information, a configuration that enables viewing and downloading of electronic publicity materials at digital kiosks on user terminals, a reservation system for purchasing tickets for cultural performances, and an electronic publicity material delivered to user terminals. Configurations for providing pre-booked and paid tickets are disclosed.

However, the former configuration is only a configuration that monitors the results to understand the box office performance after the performance is in progress, and the latter configuration is also only a configuration that can be accessed only by overcoming the geographical constraints of digital newsstands. Therefore, it is not a configuration that allows you to grasp what kind of performances are going on around you. Unless you are interested in a performance and look for it, most of you do not know what kind of performance is being performed at the venue even if you pass by it, and even if there is a performance hall, you do not know what kind of performance venues are nearby. Therefore, research and development of a comprehensive platform that can provide a search platform for cultural and performing arts and provide various information including not only search for performances but also markings on maps and food is required.

An embodiment of the present invention provides a search platform for cultural and performing arts, posts information on at least one type of performance on a map, provides menus, locations and reviews of food trucks or restaurants near the performance hall, , Enables the ticketing platform of the venue to be conducted online, provides a community for communication between the cast and the audience, and counts the number of encore requests if there are encore requests, and the performance terminal when the number of encore requests is reached It is possible to provide a comprehensive cultural and performing arts platform service provision system that allows demand and supply to be matched by delivering it to However, the technical problem to be achieved by the present embodiment is not limited to the technical problem as described above, and other technical problems may exist.

As a technical means for achieving the above technical problem, an embodiment of the present invention registers at least one type of performance, and uploads performance information including the location, date and time of the performance, at least one A user terminal that searches for a performance of a type on a map and outputs performance information of the searched performance, a publishing unit that receives and posts at least one type of performance information uploaded from the performance terminal, and a search result when at least one performance is searched from the user terminal. A platform service providing server including a search unit displaying a search unit and an output unit outputting registered performance information within a predetermined radius centered on the current location or search location on a map when the current location or search location is input from the user terminal. do.

According to any one of the above-described problem solving means of the present invention, providing a search platform for cultural and performing arts, posting information on at least one type of performance on a map, menus of food trucks or restaurants near the performance hall, Provide locations and reviews, allow the ticketing platform of the venue to be conducted online, provide a community for communication between the cast and the audience, and count the number of encore requests if there are encore requests to perform When the number is reached, it is delivered to the performance terminal so that demand and supply can be matched.

1 is a diagram for explaining a system for providing a comprehensive cultural and performing arts platform service according to an embodiment of the present invention.
FIG. 2 is a block diagram illustrating a platform service providing server included in the system of FIG. 1 .
3 and 4 are diagrams for explaining an embodiment in which a comprehensive cultural and performing arts platform service is implemented according to an embodiment of the present invention.
5 is an operation flow chart illustrating a method for providing a comprehensive cultural and performing arts platform service according to an embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail so that those skilled in the art can easily practice the present invention with reference to the accompanying drawings. However, the present invention may be embodied in many different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification, when a part is said to be "connected" to another part, this includes not only the case where it is "directly connected" but also the case where it is "electrically connected" with another element interposed therebetween. . In addition, when a part "includes" a certain component, this means that it may further include other components, not excluding other components, unless otherwise stated, and one or more other characteristics. However, it should be understood that it does not preclude the possibility of existence or addition of numbers, steps, operations, components, parts, or combinations thereof.

As used throughout the specification, the terms "about", "substantially", etc., are used at or approximating that value when manufacturing and material tolerances inherent in the stated meaning are given, and do not convey an understanding of the present invention. Accurate or absolute figures are used to help prevent exploitation by unscrupulous infringers of the disclosed disclosure. The term "step of (doing)" or "step of" as used throughout the specification of the present invention does not mean "step for".

In this specification, a "unit" includes a unit realized by hardware, a unit realized by software, and a unit realized using both. Further, one unit may be realized using two or more hardware, and two or more units may be realized by one hardware. On the other hand, '~ unit' is not limited to software or hardware, and '~ unit' may be configured to be in an addressable storage medium or 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, databases, data structures, tables, arrays and variables. Functions provided within components and '~units' may be combined into smaller numbers of components and '~units' or further separated into additional components and '~units'. In addition, components and '~units' may be implemented to play one or more CPUs in a device or a secure multimedia card.

In this specification, some of the operations or functions described as being performed by a terminal, device, or device may be performed instead by a server connected to the terminal, device, or device. Likewise, some of the operations or functions described as being performed by the server may also be performed by a terminal, apparatus, or device connected to the server.

In this specification, some of the operations or functions described as mapping or matching with the terminal mean mapping or matching the terminal's unique number or personal identification information, which is the terminal's identifying data. can be interpreted as

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

1 is a diagram for explaining a system for providing a comprehensive cultural and performing arts platform service according to an embodiment of the present invention. Referring to FIG. 1 , a culture and performing arts comprehensive platform service providing system 1 may include at least one user terminal 100 , a platform service providing server 300 , and at least one performance terminal 400 . However, since the cultural and performing arts comprehensive platform service providing system 1 of FIG. 1 is only an embodiment of the present invention, the present invention is not limitedly interpreted through FIG. 1 .

At this time, each component of FIG. 1 is generally connected through a network (Network, 200). For example, as shown in FIG. 1 , at least one user terminal 100 may be connected to a platform service providing server 300 through a network 200 . Also, the platform service providing server 300 may be connected to at least one user terminal 100 and at least one performance terminal 400 through the network 200 . In addition, at least one performance terminal 400 may be connected to the platform service providing server 300 through the network 200 .

Here, the network refers to a connection structure capable of exchanging information between nodes such as a plurality of terminals and servers, and examples of such networks include a local area network (LAN) and a wide area network (WAN: Wide Area Network), the Internet (WWW: World Wide Web), wired and wireless data communications networks, telephone networks, and wired and wireless television communications networks. Examples of wireless data communication networks include 3G, 4G, 5G, 3rd Generation Partnership Project (3GPP), 5th Generation Partnership Project (5GPP), Long Term Evolution (LTE), World Interoperability for Microwave Access (WIMAX), Wi-Fi , Internet (Internet), LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), RF (Radio Frequency), Bluetooth (Bluetooth) network, NFC ( A Near-Field Communication (Near-Field Communication) network, a satellite broadcasting network, an analog broadcasting network, a Digital Multimedia Broadcasting (DMB) network, etc. are included, but not limited thereto.

In the following, the term at least one is defined as a term including singular and plural, and even if at least one term does not exist, each component may exist in singular or plural, and may mean singular or plural. It will be self-evident. In addition, the singular or plural number of each component may be changed according to embodiments.

At least one user terminal 100 searches for performance information or outputs it on a map using a web page, app page, program, or application related to a comprehensive cultural and performing arts platform service, purchases a ticket through a ticketing platform, and uses a restaurant. It may be a terminal of a user who searches for information on food trucks or food trucks, transmits and receives messages with cast members using a community channel, and requests an encore performance.

Here, at least one user terminal 100 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a laptop, a desktop, a laptop, and the like equipped with a navigation system and a web browser. In this case, at least one user terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one user terminal 100 is, for example, a wireless communication device that ensures portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication)-2000, CDMA (Code Division Multiple Access)-2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet ) may include all types of handheld-based wireless communication devices such as terminals, smartphones, smart pads, tablet PCs, and the like.

The platform service providing server 300 may be a server that provides a comprehensive cultural and performing arts platform service web page, app page, program or application. Also, the platform service providing server 300 may be a server that collects performance information from the performance terminal 400 and stores the performance information by mapping it on a map. In addition, the platform service providing server 300 is a server that, when searching for performance information from the user terminal 100, outputs it as a list or displays it on a map, and sells tickets through a ticketing platform when a ticket purchase is requested. can be In addition, the platform service providing server 300 provides information such as menu, price, business hours, review, etc. of at least one food truck or restaurant, and counts encore performance requests received so that a predetermined number of requests are made. When aggregated, it may be a server that delivers to the performance terminal 400 . In addition, the platform service providing server 300 may be a server that creates and provides a community channel for communication between the cast and the audience.

Here, the platform service providing server 300 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a laptop, a desktop, a laptop, and the like equipped with a navigation system and a web browser.

At least one performance terminal 400 is a terminal date of a planning company, organizer, production company, performance manager, etc. that registers performance information using a web page, app page, program, or application related to a comprehensive cultural and performing arts platform service and promotes it. can At this time, the performance terminal 400 may be a person who wants to register his/her own performance or event anywhere, such as an individual, company, or group. The performance terminal 400 may be a terminal that uploads performance information for publicity and pays a publicity fee. In addition, when ticket sales are required, the performance terminal 400 may be a terminal that uploads ticket sales information to the platform service providing server 300, aggregates ticket sales information in real time, and receives payment for ticket sales.

Here, at least one performance terminal 400 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a laptop, a desktop, a laptop, and the like equipped with a navigation system and a web browser. At this time, at least one performance terminal 400 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one performance terminal 400 is, for example, a wireless communication device that ensures portability and mobility, and includes navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), PDA (Personal Digital Assistant), IMT (International Mobile Telecommunication)-2000, CDMA (Code Division Multiple Access)-2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet ) may include all types of handheld-based wireless communication devices such as terminals, smartphones, smart pads, tablet PCs, and the like.

2 is a block diagram illustrating a platform service providing server included in the system of FIG. 1, and FIGS. 3 and 4 show an embodiment in which a comprehensive platform service for culture and performing arts is implemented according to an embodiment of the present invention. It is a drawing for explanation.

Referring to FIG. 2, the platform service providing server 300 includes a posting unit 310, a search unit 320, an output unit 330, a period limitation unit 340, a ticket unit 350, a food information unit ( 360), an encore request 370, and a fan communication unit 380.

A platform service providing server 300 according to an embodiment of the present invention or another server (not shown) operating in conjunction with at least one user terminal 100 and at least one performance terminal 400 is a comprehensive cultural and performing arts platform. When a service application, program, app page, web page, etc. is transmitted, at least one user terminal 100 and at least one performance terminal 400 are performing arts comprehensive platform service application, program, app page, web page etc. can be installed or opened. Also, the service program may be driven in at least one user terminal 100 and at least one performance terminal 400 by using a script executed in a web browser. Here, the web browser is a program that allows users to use the web (WWW: World Wide Web) service, and means a program that receives and displays hypertext described in HTML (Hyper Text Mark-up Language). For example, Netscape , Explorer, Chrome, and the like. In addition, an application means an application on a terminal, and includes, for example, an app running on a mobile terminal (smart phone).

Referring to FIG. 2 , the publishing unit 310 may receive and post at least one type of performance information from the performance terminal 400 . The performance terminal 400 may register at least one type of performance and upload performance information including the location, date, and time of the performance. At this time, when the platform of the present invention is initially built, if there is no awareness of the platform of the present invention or if publicity has not yet been completed, the person in charge of performing at the performance terminal 400 may not know the platform of the present invention and may not upload it, It is possible to collect performance information with a web crawler, post it on the platform of the present invention through the e-mail of the person in charge of performing, and receive a publicity fee. That is, first, an e-mail is sent to a person in charge of performing or public relations, who is a customer of the platform of the present invention, to inquire whether or not to publish, and then the platform of the present invention may automatically publish the information.

<Prediction of box office success>

If there is a performance poster, it is possible to further provide a method for predicting box office success by analyzing the performance poster. This service can be used as a catalyst for inducing performance to be uploaded to the platform of the present invention when querying each performance manager or publicist for publication. Prediction can be performed through deep learning algorithms such as Pure CNN, VGG-16, Inception-v3, and ResNet50 by using poster images published on the KOPIS Performing Arts Integrated Computing Network as a learning dataset. In addition, it is also possible to try ensemble with traditional regression analysis methodology by using structured data among performance data.

<data collection>

KOPIS (http://www.kopis.or.kr), a performing arts integrated computer network, issues an API Key, and when using it, you can check detailed information on each performance. The PlayDB site (http://www.playdb.co.kr/artistdb) can be used to objectively measure the popularity of each performance actor. This site aggregates and discloses the popularity of figures in each genre, such as musical actors, theater actors, musicians, and vocalists, in order of weekly and cumulative views. In the case of theater actors, the search results for a total of 10,560 people are listed by rank, and based on the site, if the theater people ranked in the order of cumulative inquiry are the lead actors, 2 points, otherwise, or if the cast information is not disclosed on the DB In this case, 1 point can be awarded.

<Data pre-processing>

Prior to predicting box office success based on poster images using CNN, overlapping images among collected images can be removed. The first data extracted from the poster image is the number of letters included in the poster, in order to predict whether the performance will be successful or not according to the properties of the play poster image along with the detailed information about the performance obtained from the KOPIS and PlayDB sites. To extract text information, the TEXT_DETECTION technique can be applied using the Vision API provided by Google Cloud Vision. Vision API supports OCR (Optical Character Recognition) technology that automatically detects and extracts text from images. Therefore, information such as performance date, location, and ticket price included in the poster can be extracted using an API that supports OCR.

The second is the use of color information for poster images. First, you can use the Get_Pixel function to extract the RGB color value of each pixel as a number from 0 to 255, and determine which color the pixel contains the most. Based on this, in order to see the overall color of the entire poster as a numerical value, the average value of each RGB channel for all pixels of the image can be obtained to determine the color most used in the poster image. Closer to 0 means darker, closer to 255 means brighter. Meanwhile, in order to calculate the degree of brightness that a person feels about the poster, a luminance value may be calculated by giving different weights to RGB values.

Finally, you can use the number of people included in the poster design. To determine if a poster contains a picture of a person, you can perform face detection in an image using a pre-trained deep learning model. For face detection, a multi-task cascaded convolutional networks (MTCNN) deep learning model can be used. MTCNN is a model that has higher face detection accuracy than other algorithms by including a total of three CNN structures in a serial framework. The MTCNN model creates an image pyramid by resetting the image size before putting data into the CNN framework. Then, the size-adjusted images are put into P-Net (Proposal Network) to select candidate regions where faces are expected to be present. And NMS (Non-Maximum Suppression) is applied to the several bounding boxes found in this way to reduce the candidate group. Additionally, it performs more sophisticated face detection and alignment through R-Net (Refine Network) and O-Net (Output Network), which are different CNN structures from P-Net.

Accordingly, face detection can be performed using MTCNN provided as a library in Python. When a face detector is created with the MTCNN library, a JSON object with keys of Box, Checkpoint, and Confidence is output. The coordinate, Confidence, represents the reliability of detection. Since the number of face images will be used for analysis, only the number of detected objects can be used. On the other hand, the dependent variable can be viewed as the estimated number of audiences, which can be obtained by multiplying the number of performances and the maximum number of audiences per event, that is, the size of the performance hall. In the case of plays, the composition of the audience by invitation is very high, so it is difficult to judge by the amount of sales (profit), and the information is not disclosed. After measuring the accuracy using the deep learning model modeled in this way, setting a deep learning model with high accuracy for each field or genre, extracting promotional materials for each performance through web crawling, and predicting box office success by entering the promotional materials as a query. can The predicted result can be used as a tool to induce the public relations manager of each performance to upload the performance information on the platform of the present invention.

The search unit 320 may display a search result when at least one performance is searched in the user terminal 100 . The user terminal 100 may search for at least one type of performance on a map and output performance information of the searched performance. The performance information may be various, such as, for example, information such as the title, period, cast, plot, etc. of a musical, play, movie, festival, etc., but is not limited to those listed and is not excluded for reasons not listed. In this way, LBS (Location Based Service) can be combined with the marketing of the performance industry, because the current performance is not only visited by the public, but also visited by the public to get closer to the public. Parks, streets, and subway stations where the public gather become small stages and are approaching the public. LBS marketing can be appropriate for such a performance culture, and it can provide services such as search for venues and performance information, real-time confirmation of nearby venues, and real-time confirmation of venue event information. In addition, it is possible to provide a community for these people because they decide to watch performances, search for friends who watch performances around them, talk about performances, watch performances together with like-minded people, and hold meetings.

When a current location or search location is input from the user terminal 100, the output unit 330 may output registered performance information within a preset radius centered on the current location or search location on a map. At this time, beyond displaying the location and time of each performance venue on the map, the results of the location-based LBSNS (Location Based Social Network Service), which combines the mentions of each performance in each social media with LBS, may be further provided. there is. After targeting social media data including geotags, extracting key keywords and categorizing the keywords, analyzing the spatial distribution of social media data corresponding to each category, and analyzing these distributions and major benchmarks in the region It may also provide information about how it relates to a Point of Interest (POI). After grouping social media data including keywords of each category, clustering may be performed on spatial distribution patterns of small groups of social media data for each category. After displaying the clustered regions on a map, the regional characteristics of each cluster can be compared by overlapping them with major POIs.

<Spatial Clustering>

By reclassifying social media data including keywords for each category and applying a spatial clustering technique, it is possible to detect major clusters for each category. The analysis function and map visualization function provided by ArcGIS SW can be used to implement and visualize social media data reclassification and spatial clustering techniques. There are various spatial clustering techniques such as hierarchical clustering, non-hierarchical clustering, density-based clustering, and lattice-based clustering. In one embodiment of the present invention, a lattice-based clustering technique may be used.

The clustering process is as follows. First, the target area is divided into grids and the number of social media data for each category included in each grid is calculated. In this case, the size of the grid may be determined considering the range of the target area and the number of social media data. Second, hotspot analysis can be performed on the number of social media data in the grid. Third, the region selected as the hotspot region with a confidence level of 90% or higher is cut out from the hotspot analysis result, and fourth, polygon data for the hotspot region is formed by applying a buffer to the cutout region. Fifth, hotspot polygons of a certain area or less can be removed. At this time, a criterion for the minimum area of the hotspot polygon may be set, and this value may be determined to a level at which hotspots composed of two or less grid groups can be removed. Finally, a linear simplification technique can be applied to transform the lattice-like hotspots into smooth curves. At this time, the applied linear simplification technique may be a Bend Simplify technique that is excellent for preserving the shape of the curve, and a threshold value capable of curving the hotspot polygon within a range that does not deform the overall shape may be applied. In this case, if the categories are food and performances, it is possible to analyze in real time which areas or POIs have a lot of food and which POIs have a lot of performances, and output time-series changes on a map so that it can be intuitively grasped. .

<Information on crowd congestion>

Due to the recent Itaewon accident, the real-time congestion level is displayed on a map. Due to the nature of the venue, a large number of people gather, so the congestion level of each venue and nearby areas can be displayed on the map in real time. Crowd density in outdoor public places can be measured in real time through a multi-layer neural network that detects optical flow as crowd feature information and extracts outlines using the Sobel outline extraction algorithm to learn each feature as an input. In this case, the optical flow is a motion vector detection method for estimating the motion of an object, and the Sobel outline extraction algorithm is an algorithm for extracting outline information of an object corresponding to a motion area. It is possible to measure crowd density in real time because it does not use image processing algorithms such as background removal and object detection for object detection in the crowd. In addition, unlike the method of measuring crowd density by setting ROI (Region of Interest) to an area where crowd movement can be easily detected among areas where crowds can move, PETS 2009 PETS 2009 allows objects to be located anywhere in the image. Crowd densities can be measured over a wider range using datasets.

<Extract crowd feature information>

In order to measure crowd density based on images, it is important to extract feature information correlated with crowd density. Among the feature information for crowd density measurement, there are features such as color distribution, texture, and outline in the image. Optical flow for estimating the movement of an object and Object outline information can be extracted. The two extracted crowd feature information is input as the value of each input node of the neural network, and the crowd density is measured through the learned neural network.

<Optical Flow>

Optical flow is a method of estimating the motion of a pixel through a change in pixel values of the previous frame and the current frame by representing the displacement change of two points selected from two images. This method serves as basic information for measuring or recognizing items related to movement or movement of objects and is widely used as a method for estimating the movement of objects constituting a crowd. Several assumptions are required to detect the optical flow. The first assumption, called spatial coherence, is that when the movement of a specific pixel is paid attention to, the movement of pixels located around the pixel also moves almost identically. The second assumption is the pixel value invariance constraint, which assumes that the pixel value of a point remains constant even when time changes. If an attempt is made to estimate the motion of a pixel without making such an assumption, it is difficult to properly estimate the motion because all changes in pixels that change for each frame must be considered. Using two assumptions, the motion of all pixels in an image can be modeled as a function of time and position using continuous changes in pixel values. After expressing the pixel value as a function, applying the Taylor series expansion and applying the Chain Rule, the change in pixel value over time can be obtained.

The change of the image pixel value with respect to time can be expressed through a combination of the gradient of the intensity value with respect to the position and the speed, but only provides a specific factor in the direction of the change in the intensity value. Since it is impossible to obtain two unknowns if one constraint condition is used for each point, the optical flow is detected using the Lucas-Kanade method among optical flow detection methods using differentiation. The Lucas-Kanade method assumes that a constant model representing the optical flow is used in a small window, and the weight of the central value of the image is set higher than that of others. In particular, the window function prefers the central value. Accordingly, the optical flow of the center pixel can be calculated. In the case of measuring two consecutive frames and detected optical flow for each crowd density for two crowd density situations, when the crowd density is very quiet and very crowded, respectively, the optical flow detection amount increases as the crowd density increases. do. That is, when the density of the crowd in the image increases, the motion of the crowd also increases, which inevitably leads to an increase in the detection amount of the optical flow for detecting the motion of an object. Thus, as a good feature for measuring crowd density, optical flow can be used as crowd characteristic information closely correlated with crowd density. Of course, since too many motions stop, a method of counting each object in a unit of a certain area or using a base station signal can also be used.

The period limiting unit 340 may be set to be searched or displayed on a map from a predetermined period prior to the start of at least one type of performance until at least one type of performance is completed. If too many performances are displayed on the map, the fatigue of viewing the map increases, so when the performance is over, it can be immediately deleted from the map so that the next searcher does not cause confusion.

The ticketing unit 350 may add a ticket price to performance information of the performance terminal 400 and provide a payment process when the performance terminal 400 uses the ticketing platform. Performance information can be provided as a list so that each category can be looked at at a glance through thumbnail-structured matrix scrolling, and if you press the [View Details] button of the record, you can use Select Query to check the detailed information of the record. If information about performances and seats are selected for each performance hall, reservations can be made by checking the location of remaining seats on the reservation screen. At this time, if ticket sales are being carried out at multiple sites, the ticket sales volume or remaining seats for each site must be synchronized in real time to prevent overlapping reservations. Therefore, a channel for synchronizing the aggregate sales volume in real time can be separately established or used.

In addition, the ticketing unit 350 may further provide a service for confirming one's location in the performance hall when a ticket is purchased from the user terminal 100 . For example, in concert halls such as musicals, there is always an employee who guides you to your seat, but this employee cannot guide you to all seats, and even if you go out and come in after taking a break during halftime, it is difficult to find your seat because the room is dark. Since there are cases, it is possible to further provide a service for quickly finding one's own seat even indoors. To this end, optical camera communication (OCC) technology for indoor positioning may be used.

OCC technology uses LED (Light-Emitting Diode) as a transmitting device and uses a camera of the user terminal 100 as a receiving device to exchange information between transmitting and receiving devices. It has the advantage of not requiring additional hardware because it uses LED lighting in the environment as a transmitting device. Considering a performance hall scenario in which the user's location and camera direction are fixed, a system capable of acquiring user's location information using OCC technology without additional hardware can be used. The transmitter modulates the source data through OOK (On-Off Keying) and Manchester modulation and transmits the source data to the receiver through the LED. The receiving device receives information by focusing on the LED with the camera of the user terminal 100 and demodulates the received data. At this time, the LED serves as a transmitter and the camera of the user terminal 100 serves as a receiver.

Usually, behind the stage of the concert hall, there is an electronic display board used to magnify the face of the performer or to create a stage atmosphere. Therefore, it is possible to use a system that acquires location information of a user in a performance hall by grafting OCC to the built environment of a performance hall, using an electronic signboard as a transmitter and using a camera of an audience as a receiver. Since the camera image sensor expresses the 3D real world in 2D, relative GPS information can be calculated if the GPS information of the reference point, the distance from the reference point, and the angle are known. Here, the distance from the reference point can be measured by Received Signal Strength (RSS), and the angle of arrival-based camera image sensor of the user terminal 100 can know the angle of arrival from the reference point. Therefore, when the GPS and brightness information of the LED sign is transmitted as data within the transmission frame, the camera of the user terminal 100 may receive it and calculate the relative GPS information of the audience in the performance hall.

In general, the camera frame rate is 30 FPS (Frame Per Second), but since the interval between frames is irregular, if the data rate of the LED display board is constant, data loss may occur at the receiving end. To prevent this, a block with the same content is transmitted twice per packet, and a data block is composed of a header, trailer, block sequence number, and data (32 bits). At this time, when the light intensity information (8Bit) and GPS information (64Bit) of the LED signboard are loaded with data in the block using 3 frames and transmitted, the receiver receives and demodulates them to obtain the light intensity and GPS information of the LED signboard. there is. As described above, it is possible to calculate the relative position between the user terminals 100 based on the LED display board by calculating the distance through RSS and extracting angle information through an image sensor.

Since the seats are usually set at the concert hall, the location of the user does not change significantly from the beginning to the end of the performance. Therefore, the calculated position does not change significantly during the performance time, but since the height of the user may change, the accuracy of the position information can be increased by repeating the operation of the receiving device at regular intervals to update the user position information. In addition, since the shooting direction of the audience in the concert hall is fixed from the audience seat to the stage, that is, the direction of the electronic display board, it is more natural for the user to receive data using the user terminal 100 than the method of using a general ceiling LED lamp as a transmitting device. Asynchronous access is possible.

The food information unit 360 may upload menus, prices, and reviews of at least one food truck or restaurant based on a location in the performance information. Food trucks are one of those foods that you can barely buy without knowing where they are because they are not fixed in location. Accordingly, in one embodiment of the present invention, menus, business hours, prices, etc. may be registered in advance from the owner of each food truck, and only the location may be changed according to the movement of the food truck and displayed on a map. In the case of restaurants, the location is fixed, so only the business hours and congestion rate can be identified and marked on the map. In the case of congestion rate, it can be identified as the occupancy rate of tables within the POS (Point of Sale) data, or as the number or frequency of credit card payments.

The encore request unit 370 sends a re-performance request to the performance terminal 400 of the performance to which the re-performance request has entered, when the re-performance request is registered through the encore page and the number of re-performance requests exceeds a preset number. can be conveyed At this time, when a re-performance request comes in, a reservation is made in advance such as crowdfunding so that the demand can be identified, and if the preset amount is not raised, that is, if the re-performance does not succeed because all the pre-set tickets are not sold, each user terminal It may proceed in a manner of refunding the amount paid in advance in (100).

The fan communication unit 380 provides a community channel between the user terminal 100 and at least one cast member terminal, and enables use of a social network service between the at least one cast member terminal and the user terminal 100 .

Hereinafter, an operation process according to the configuration of the above-described platform service providing server of FIG. 2 will be described in detail with reference to FIGS. 3 and 4 as examples. However, it will be apparent that the embodiment is only any one of various embodiments of the present invention, and is not limited thereto.

Referring to FIG. 3, (a) the platform service providing server 300 receives and uploads performance information registered from at least one performance terminal 400, and searches for it in the user terminal 100 or on a map as shown in (b). So that it can be displayed based on the current location without searching for it. In this case, since the user is not interested only in the proximity of the location, it may be possible to select a performance that the user likes and mark it on the map through collaborative filtering. (c) The user terminal 100 may search for detailed information by selecting a performance indicated by an icon on the map through a menu, and may reserve a ticket for a desired performance through a ticketing platform as shown in (d). The platform service providing server 300 may upload business hours, locations, menus, prices, reviews, etc. of each food truck or restaurant and provide them to the user terminal 100, as shown in (a) of FIG. Recommendations can be made by predicting or estimating the user's preference according to the taste of each performance through collaborative filtering. The platform service providing server 300 provides a restaurant search menu as shown in (b) to help users reduce their worries about what to eat after the performance, and counts encore requests as shown in (c) to perform the performance terminal 400 ) to guide demand information, or open a window for communication between fans and cast members as shown in (d), and brokerage by connecting fans to production companies that can start or make funding for production of goods. You can also do

Matters that have not been explained about the method of providing the comprehensive cultural and performing arts platform service of FIGS. 2 to 4 are the same as those described in the method of providing the comprehensive cultural and performing arts platform service through FIG. Since it can be inferred, the following description will be omitted.

FIG. 5 is a diagram illustrating a process of transmitting and receiving data between components included in the comprehensive cultural and performing arts platform service providing system of FIG. 1 according to an embodiment of the present invention. Hereinafter, an example of a process of transmitting and receiving data between each component will be described through FIG. 5, but the present application is not limited to such an embodiment, and according to various embodiments described above, It is obvious to those skilled in the art that a process of transmitting and receiving data may be changed.

Referring to FIG. 5 , the platform service providing server receives and posts at least one type of performance information from a performance terminal (S5100).

In addition, the platform service providing server displays the search results when the user terminal searches for at least one performance (S5200), and when the user terminal inputs the current location or search location, a predetermined radius around the current location or search location. My registered performance information is output on the map (S5300).

The order between the above-described steps (S5100 to S5300) is only an example, and is not limited thereto. That is, the order of the above-described steps (S5100 to S5300) may be mutually changed, and some of the steps may be simultaneously executed or deleted.

Matters that have not been explained about the method of providing the comprehensive cultural and performing arts platform service of FIG. 5 are the same as those described in the method of providing the comprehensive cultural and performing arts platform service through FIGS. Since it can be inferred, the following description will be omitted.

The method of providing a comprehensive cultural and performing arts platform service according to an embodiment described with reference to FIG. 5 may be implemented in the form of a recording medium including instructions executable by a computer such as an application or program module executed by a computer. there is. Computer readable media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. Also, computer readable media may include all computer storage media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

The above-described method for providing a comprehensive cultural and performing arts platform service according to an embodiment of the present invention is executed by an application basically installed in a terminal (which may include a program included in a platform or operating system, etc. It may be executed by an application (ie, a program) directly installed in the master terminal by a user through an application providing server such as an application store server, a web server related to an application or a corresponding service. In this sense, the above-described method for providing a comprehensive cultural and performing arts platform service according to an embodiment of the present invention is implemented as an application (ie, a program) that is basically installed in a terminal or directly installed by a user, and is readable by a computer such as a terminal. can be recorded on a recordable medium.

The above description of the present invention is for illustrative purposes, and those skilled in the art can understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, the embodiments described above should be understood as illustrative in all respects and not limiting. For example, each component described as a single type may be implemented in a distributed manner, and similarly, components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the detailed description above, and all changes or modifications derived from the meaning and scope of the claims and equivalent concepts should be construed as being included in the scope of the present invention. do.

Claims (6)

a performance terminal registering at least one type of performance and uploading performance information including location, date and time of the performance;
a user terminal that searches for the at least one type of performance on a map and outputs performance information of the searched performance; and
A posting unit for uploading and posting at least one type of performance information from the performance terminal, a search unit for displaying a search result when the user terminal searches for the at least one performance, and a current location or search location in the user terminal. a platform service providing server including an output unit outputting registered performance information within a predetermined radius centered on the current location or search location on the map;
Including,
The platform service providing server,
Requests for re-performance are registered through the encore page, and if the number of requests for re-performance exceeds the preset number, the request for re-performance is transmitted to the performance terminal of the performance to which the request for re-performance was received, and crowdfunding is performed according to the request for re-performance an encore request unit for making reservations in advance to identify demand, and for refunding the pre-paid amount to each user terminal if a re-performance does not succeed because a predetermined amount is not raised; and
a fan communication unit for providing a community channel between the user terminal and at least one cast member terminal, and using a social network service between the at least one cast terminal and the user terminal;
Cultural and performing arts comprehensive platform service providing system further comprising a.
According to claim 1,
The platform service providing server,
a period limiting unit configured to search or display on a map from a predetermined period prior to the start of the at least one type of performance until the completion of the at least one type of performance;
Cultural and performing arts comprehensive platform service providing system further comprising a.
According to claim 1,
The platform service providing server,
a ticketing unit adding a ticket price to performance information of the performance terminal and providing a payment process when the performance terminal uses a ticketing platform;
Cultural and performing arts comprehensive platform service providing system further comprising a.
According to claim 1,
The platform service providing server,
a food information unit uploading menus, prices, and reviews of at least one food truck or restaurant based on a location within the performance information;
Cultural and performing arts comprehensive platform service providing system further comprising a.
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