KR102598231B1 - System for providing sports event management platform service - Google Patents

Abstract

A sports event operation management platform service provision system is provided, which registers notices of sports events, hosts terminals that perform operation management of participants and events, prints notices of sports events, applies for participation in sports events, and pays participation fees. , a participant terminal that receives participation results, and an event management unit that specifies and stores at least one sports event, and when at least one sports event is created, at least one item classifier is set to specify the participation type, game method, and game result. A construction unit that maps and stores sports events, and receives operational management data including announcement information in the announcement of sports events registered in the organizer terminal and setting information including the number of games, number of stadiums, game time, and preparation time. It includes a platform service providing server that includes a management unit, a classification storage unit that classifies and stores operation management data according to a preset classification method, and a visualization unit that visualizes operation management data and guides it to participant terminals.

Description

Sports event operation management platform service provision system {SYSTEM FOR PROVIDING SPORTS EVENT MANAGEMENT PLATFORM SERVICE}

The present invention relates to a sports event operation management platform service provision system, and provides a platform that automatically classifies sports event operation management data entered by an organizer and guides participants.

Sports events are purpose-oriented and future-oriented high value-added events using sports as a medium, and are a desirable blue ocean-type future-oriented business model that additionally creates economic stimulation effects and job creation effects by serving as a possible growth engine for the sports industry. am. The operating environment of sports events varies depending on size, type, and region, and each unit task is not independent but has an organic relationship with each other, and complex stakeholders are structured in a matrix structure, so systematic operation and management is never possible. It's not easy. In addition, the nature of the organization being disbanded after the end of the sports event acts as an obstacle to systematization, documentation, and intellectualization of the work of the event, and in the case of mega sports events that require a long preparation period, variable factors exist depending on the situation.

At this time, methods to provide guidelines for sports events, help attract and host them, or provide records of various games in big data were researched and developed. In this regard, the prior art, Korea Patent Publication No. 2019-0135187 (2019) In Korea Patent No. 10-1732068 (published on December 6) and Korean Patent No. 10-1732068 (announced on May 4, 2017), guidelines for each functional area related to attracting and holding sports events are stored, and guidelines for each area are entered and The user terminal is configured to output guidelines for each functional area, collect information on current or past competitions, teams, and players, and provide processed information categorized by performance, gain, loss, and medal to ensure the game is played. Configurations that provide mining services for systematic analysis are disclosed.

However, in the former case, it is a structure that only provides information on how to attract or hold a sports event. It only discloses the entire process of how the actual organizer posts an announcement, recruits participants, and classifies the participants, and describes the actual sports event. It is not an operational and management configuration. In the latter case, it is only a configuration that predicts performance by mining past and present records, and is not an operation management platform for organizers of sports events. Accordingly, when receiving announcement information and setting information of a sports event from the organizer, it is required to enter it by dividing it into participation type, game method, and game result, and to research and develop a platform that guides participants in an easy-to-understand way using tags and icons. do.

One embodiment of the present invention provides information by setting an item classifier to specify participation type, game method, and game result when receiving information about a sports event from the organizer's terminal, so that the organizer does not have to enter or set each information individually. Input is possible, and the operation management data is systematically managed by receiving the announcement information and setting information of the sports event and classifying and tagging it into preset categories and tags. The classified operation management data is used by participants in the form of tags and infographic icons. It is possible to provide a sports event operation management platform service provision system that intuitively guides the user to recognize the contents of the sports event. However, the technical challenge that this embodiment aims to achieve is not limited to the technical challenges described above, and other technical challenges may exist.

As a technical means for achieving the above-described technical problem, an embodiment of the present invention provides an organizer terminal that registers announcements of sports events, performs operation management of participants and events, outputs announcements of sports events, and sports events. Participation application and participation fee payment, participant terminal that receives participation results, and event management unit that specifies and stores at least one sports event. When at least one sports event is created, participation type, game method, and game result are specified. A construction unit that sets an item classifier to map it to at least one sports event and stores it, contains announcement information in the announcement of a sports event registered in the organizer terminal, and setting information including the number of games, number of stadiums, game time, and preparation time. It includes a platform service providing server that includes a settings management unit that receives operation management data, a classification storage unit that classifies and stores operation management data according to a preset classification method, and a visualization unit that visualizes operation management data and guides it to participant terminals. .

According to one of the above-described means for solving the problem of the present invention, when information about a sports event is input from the organizer terminal, an item classifier is set and provided to specify the participation type, game method, and game result, so that the organizer individually collects each information. Information can be entered without having to fill in or set it. Operation management data is systematically managed by receiving announcement information and setting information of sports events and classifying and tagging them into pre-set categories and tags. The classified operation management data is tagged and information The graphic icon method guides participants to intuitively recognize the contents of the sports event.

1 is a diagram illustrating a sports event operation management platform service provision system 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.
Figures 3 and 4 are diagrams for explaining an embodiment in which a sports event operation management platform service according to an embodiment of the present invention is implemented.
Figure 5 is an operation flowchart illustrating a method of providing a sports event operation management platform service according to an embodiment of the present invention.

Below, with reference to the attached drawings, embodiments of the present invention will be described in detail so that those skilled in the art can easily implement the present invention. However, the present invention may be implemented in many different forms and is not limited to the embodiments described herein. In order to clearly explain the present invention in the drawings, parts that are not related to the description are omitted, and similar parts are given similar reference numerals 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 in between. . In addition, when a part is said to "include" a certain component, this does not mean excluding other components unless specifically stated to the contrary, but may further include other components, and one or more other features. It should be understood that it does not exclude in advance the presence or addition of numbers, steps, operations, components, parts, or combinations thereof.

The terms "about", "substantially", etc. used throughout the specification are used to mean at or close to that value when manufacturing and material tolerances inherent in the stated meaning are presented, and are used to enhance the understanding of the present invention. Precise or absolute figures are used to assist in preventing unscrupulous infringers from taking unfair advantage of stated disclosures. The term “step of” or “step of” as used throughout the specification of the present invention does not mean “step for.”

In this specification, 'part' includes a unit realized by hardware, a unit realized by software, and a unit realized using both. Additionally, one unit may be realized using two or more pieces of hardware, and two or more units may be realized using one piece of hardware. Meanwhile, '~ part' is not limited to software or hardware, and '~ part' may be configured to reside in an addressable storage medium or may be configured to reproduce one or more processors. Therefore, as an example, '~ part' 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, circuits, data, databases, data structures, tables, arrays, and variables. The functions provided within the components and 'parts' may be combined into a smaller number of components and 'parts' or may be further separated into additional components and 'parts'. Additionally, components and 'parts' may be implemented to regenerate one or more CPUs within a device or a secure multimedia card.

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

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

1 is a diagram illustrating a sports event operation management platform service provision system according to an embodiment of the present invention. Referring to FIG. 1, the sports event operation management platform service provision system 1 may include at least one participant terminal 100, a platform service provision server 300, and at least one organizer terminal 400. However, since the sports event operation management platform service provision system 1 of FIG. 1 is only an embodiment of the present invention, the present invention is not limited to 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 participant terminal 100 may be connected to the platform service providing server 300 through the network 200. In addition, the platform service providing server 300 may be connected to at least one participant terminal 100 and at least one host terminal 400 through the network 200. Additionally, at least one host terminal 400 may be connected to the platform service providing server 300 through the network 200.

Here, the network refers to a connection structure that allows information exchange between each node, such as a plurality of terminals and servers. Examples of such networks include a local area network (LAN) and a wide area network (WAN). Wide Area Network, Internet (WWW: World Wide Web), wired and wireless data communication network, telephone network, wired and wireless television communication network, etc. 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), and Wi-Fi. , Internet, LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), RF (Radio Frequency), Bluetooth network, NFC ( It includes, but is not limited to, Near-Field Communication (Near-Field Communication) network, satellite broadcasting network, analog broadcasting network, and DMB (Digital Multimedia Broadcasting) network.

In the following, the term at least one is defined as a term including singular and plural, and even if the term at least one does not exist, each component may exist in singular or plural, and may mean singular or plural. This should be self-explanatory. In addition, whether each component is provided in singular or plural form may be changed depending on the embodiment.

At least one participant terminal 100 may be a participant terminal that searches for a sports event using a web page, app page, program, or application related to the sports event operation management platform service, applies for participation, and pays the participation fee. . The participant terminal 100 may be a terminal that outputs game records and points according to the game records. At this time, the participant of the participant terminal 100 may be an individual or an organization. Additionally, the participant terminal 100 may be a terminal that receives operation management data input from the host terminal 400 from the platform service providing server 300.

Here, at least one participant 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 equipped with a navigation system and a web browser, a desktop, a laptop, etc. At this time, at least one participant terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one participant terminal 100 is, for example, a wireless communication device that guarantees portability and mobility, and includes navigation, personal communication system (PCS), global system for mobile communications (GSM), personal digital cellular (PDC), 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) ) It may include all types of handheld-based wireless communication devices such as terminals, smartphones, smartpads, and tablet PCs.

The platform service providing server 300 may be a server that provides a sports event operation management platform service web page, app page, program, or application. In addition, the platform service providing server 300 may be a server that sets an item classifier to specify participation type, game method, and game result and uploads announcement information in a manner selected by the organizer terminal 400. The platform service providing server 300 is a server that receives operation management data including announcement information in the announcement of a sports event and setting information including the number of games, number of stadiums, game time, and preparation time from the organizer terminal 400. You can. And, the platform service providing server 300 may be a server that classifies and manages operation management data using at least one category and tag. In addition, the platform service providing server 300 may be a server that guides the operation management data classified into categories and tagged with an icon using an infographic or the like to the participant terminal 100.

Here, the platform service providing server 300 may be implemented as a computer that can connect to a remote server or terminal through a network. Here, the computer may include, for example, a laptop equipped with a navigation system and a web browser, a desktop, a laptop, etc.

At least one organizer terminal 400 inputs or selects each data according to the order of pages provided by the platform service providing server 300 using a web page, app page, program, or application related to the sports event operation management platform service. It may be a terminal that writes a notice and uploads it. In addition, the organizer terminal 400 may be a terminal that performs operational management of the participants and events of the sports event, receives game records, and uploads them to the platform service providing server 300. Additionally, the host terminal 400 may be a terminal of the organizer that sends a settlement request to the platform service providing server 300 and receives settlement of the remaining amount excluding the preset fee after the settlement request. At this time, the host may be diverse, such as an institution, organization, company, or individual.

Here, at least one host 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 equipped with a navigation system and a web browser, a desktop, a laptop, etc. At this time, at least one host terminal 400 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one host terminal 400 is, for example, a wireless communication device that ensures portability and mobility, and includes navigation, personal communication system (PCS), global system for mobile communications (GSM), personal digital cellular (PDC), 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) ) It may include all types of handheld-based wireless communication devices such as terminals, smartphones, smartpads, and tablet PCs.

Figure 2 is a block diagram for explaining the platform service providing server included in the system of Figure 1, and Figures 3 and 4 show an embodiment in which the sports event operation management platform service according to an embodiment of the present invention is implemented. This is a drawing for explanation.

Referring to Figure 2, the platform service providing server 300 includes an item management unit 310, a construction unit 320, a settings management unit 330, a classification storage unit 340, a visualization unit 350, and a recording unit 360. , may include a real-time relay unit (370), a tag classification unit (380), a model application unit (390), an administrator mode provision unit (391), a UI (User Interface) unit (393), and an event settlement management unit (395). there is.

The platform service providing server 300 or another server (not shown) operating in conjunction with an embodiment of the present invention operates a sports event operation management platform with at least one participant terminal 100 and at least one organizer terminal 400. When transmitting a service application, program, app page, web page, etc., at least one participant terminal 100 and at least one organizer terminal 400 are configured to transmit a sports event operation management platform service application, program, app page, web page, etc. etc. can be installed or opened. Additionally, a service program may be run on at least one participant terminal 100 and at least one host terminal 400 using a script executed in a web browser. Here, a web browser is a program that allows the use of web (WWW: World Wide Web) services and refers to a program that receives and displays hypertext written in HTML (Hyper Text Mark-up Language), for example, Netscape. , Explorer, Chrome, etc. Additionally, an application refers to an application on a terminal and includes, for example, an app running on a mobile terminal (smartphone).

Referring to FIG. 2, the event management unit 310 can specify and store at least one sports event. At least one sport may include, but is not limited to, those listed and is not excluded for reasons not listed, including soccer, baseball, basketball, volleyball, marathon, walking, cycling, swimming, golf, tennis, badminton, table tennis and bowling. .

When at least one sports event is created, the construction unit 320 may set an item classifier to specify participation type, game method, and game result, map it to at least one sports event, and store it. The participation type is an individual or a group, the game format is a league or tournament, and the game result can be the number of sets or scores. At this time, in addition to the number of sets or scores, the match result may also include a time record, such as a marathon or walking. Referring to FIG. 3B, the item classifier may include the type of participation, whether it is an individual or a group, the game format, whether it is a league or a tournament, and the number of sets and scores in the game result. For example, soccer cannot be played with one person, so it must be a group, so it can be set as a group in advance. Also, since soccer has two sets, the first half and the second half, the number of sets can be set to 2+ by default in advance. And since the game result is not recorded as a time record but as a score such as 1:0, etc., the score can be set in advance. If the settings are set according to the item classifier in advance, the organizer can use the default ones or add others depending on the situation, so the participation type, game method, and game results can be entered without the organizer having to input them all one by one. Everything can be completed.

The settings management unit 330 may receive operation management data including announcement information in the announcement of a sports event registered in the organizer terminal 400 and setting information including the number of games, number of stadiums, game time, and preparation time. . The organizer terminal 400 can register announcements of sports events and perform operational management of participants and events.

The classification storage unit 340 can classify and store operation management data according to a preset classification method. For example, with shopping mall shopping data, each store introduces event content by uploading images in different formats, and categorizing and classifying this is becoming increasingly complicated. Similarly, if the sports event called the visiting school, as shown in Figure 4b, is uploaded in the form of an image as shown in Figures 4c and 4d, it can be transmitted as is to the participant terminal 100, but each information is classified and provided in the form of infographics. It is convenient when building a database, and each participant can understand it intuitively and quickly. Accordingly, in one embodiment of the present invention, a classification method, for example, a classification algorithm, can be used to classify each data, automatically set categories, and attach tags to classify each information. To achieve this, it is necessary to be able to recognize data uploaded as images.

In one embodiment of the present invention, images of event content may be analyzed using deep learning to match tags for tagging. Although there are cases where the host directly writes the text, in one embodiment of the present invention, the method for analyzing images is mainly explained. This is because text does not require recognition of letters. After reading the participation method, game method, location, target, etc. in the imaged event content description using OCR (Optical Character Recognition), you can automatically set and create categories.

<Deep Learning>

In one embodiment of the present invention, a method of accurately classifying categories can be used by using both data characteristics of images and text in a complementary relationship. The applied model can be divided depending on the characteristics of the data. For image data, CNN (Convolutional Neural Network) and transfer learning-based Resnet18 can be used, and for text data, deep learning can be done with LSTM (Long Short-Term Memory). model is available. CNN for image data extracts image features using a filter and is a model that can detect and classify features associated with class labels by stacking multiple convolutional layers. However, in the case of initial data shortage, accuracy is low, so transfer learning can be used, which trains the CNN in advance on a large dataset and uses that value as the initial setting. For this, the Resnet18 model can be used. When classifying text data, Recurrent Neural Network (RNN) may have a gradient vanishing problem in which the initial value gradually disappears, so to solve this problem, a recurrent neural network (RNN) is used between time-steps to solve this problem. The input value can be maintained using LSTM, which transfers not only the hidden state but also the cell state.

The visualization unit 350 can visualize operation management data and guide it to the participant terminal 100. The participant terminal 100 can output a notice of a sports event, apply for participation in a sports event and pay a participation fee, and receive information on the results of participation.

The recording unit 360 receives measurement data from at least one device that measures the record of a sporting event in the organizer terminal 400 and then scans the identification code assigned to the participant of the participant terminal 100. , the participant's game record can be mapped to an identification code and stored.

The real-time broadcasting unit 370 collects images captured in real time from at least one camera installed at the venue of a sports event, identifies at least one object included in the image, analyzes the game situation, and records or records the game. It can be collected and transmitted to the participant terminal 100. Alternatively, real-time game broadcasting can be performed using EPTS (Electronic Performance and Tracking Systems). EPTS is a system for monitoring exercise load and movement in training and game situations in sports, and is used to improve athletic ability and condition control. It is mainly used in field sports such as field hockey and rugby. EPTS is largely divided into GPS (global positioning system), LPS (Local Positioning System), IMU (Inertia Measurement Unit), and vision-based tracking system (Optical-Based Tracking System). Currently, sports where EPTS is worn in real time at sports sites include soccer, field hockey, and rugby, and EPTS is also being used to visualize and quantify the movements of players in indoor sports such as basketball and handball. . Accordingly, in one embodiment of the present invention, EPTS can be used to measure movement, control, speed, and accuracy from various angles, such as acceleration, deceleration, direction change, and jumping, in real time, and provide data to each participant.

When uploading operation management data including announcement information and setting information from the host terminal 400, the tag classification unit 380 attaches a tag to at least one piece of information in the operation management data and writes it to the tag. Infographic icons that have been mapped and saved can be printed with tags.

The model application unit 390 uses HyperIM (Hyperbolic Interaction Model) for hierarchical data classification when creating a category to classify at least one piece of information in the operation management data or classifying it into a preset category. It can be applied.

<HyperIM>

At this time, when creating a category or classifying into a preset category, in one embodiment of the present invention, HyperIM (Hyperbolic Interaction Model) for hierarchical data classification can be further used. HyperIM is a model suitable for classifying data with a hierarchical structure. Embeddings of words used in category and event content descriptions are learned on the Poincare Disk of hyperbolic space. The properties of hyperbolic geometry are suitable for learning embeddings of hierarchical data compared to Euclidean space. HyperIM performs classification using the Poincaré distance between each category and event content description.

<Data preprocessing>

The event content name (Event Title) attribute can be used as an input argument for classifying event content. In the case of event content names, they take the form of incomplete sentences without postpositions. Since tokenization is based on spacing, single-character words, numbers, and symbols can be removed. A maximum of N words can be used in the tokenized event content name, and event content names with less than N words can be padded with 0.

<Embedding>

Category label embedding in hyperbolic space can use the Poincare Model of the Gensim library. As input values, [major category-middle category], [middle category-small category] appeared in [major category-middle category-small category-subcategory] of the learning data. By receiving the relationship between the [parent-child] nodes of [subcategory-subcategory], you can create embeddings for each category. For word embedding, you can use Poincare Glove. This method can reflect the relationship between words by using a loss function that has the number of co-occurrences of words as a variable. The input value is preprocessed event content name data. Labels and word embeddings are N-dimensional, and the most used words can be used.

The embedding results can be visualized in a two-dimensional space, and the labels embedded in the two-dimensional Poincaré disk, [Major Category-Middle Category-Small Category-Tier Category], can be displayed. It can be expressed in a tree structure based on the root, and the hierarchical structure of the classification system can be well reflected. The word embedding and category label embedding used in the event content description can be expressed in a two-dimensional Euclidean Space by dimension reduction using t-SNE (t-distributed Stochastic Neighbor Embedding). In the case of words used in event content names, they can be separated into two groups in the embedding space.

<Classification value prediction>

By learning each event content information x, you can receive probability vectors Pb, Pm, Ps, and Pd belonging to [major category-middle category-small category-subcategory].

The major classification predicted value lb(x) of event content x becomes argmax(Pb(x)), which is the index with the largest softmax value among the probability vectors. Next, the middle class lm(x) of event content It refers to the probability vector for middle classes that have a [parent-child] relationship. Prediction of subclasses and subclasses ls(x) and ld(x) can also be done in the same way.

The administrator mode providing unit 391 provides an administrator page for performing operation management of participants and events through the host terminal 400, and the administrator page includes an event management menu, participant management menu, statistics menu, and report menu. You can set it. At this time, a sports event management platform can be provided, which integrates systematic knowledge management, work process management, and decision support services in each functional area for various stakeholders in each sports event life cycle to ensure the success of the sports event. The sports event management platform is based on the SEM Body of Knowledge based on the Core Process Management Aid, Knowledge Resource Management Aid, and Process Decision Making Aid. It can be composed of a SEM process and a SEM process. By borrowing and using only Bean Containers and IoC Containers based on the Spring Framework adopted by e-Government, the impact of the future upgrade of Spring, which is an upgrade of the e-Government framework, can be minimized.

When receiving announcement information and setting information constituting operation management data from the host terminal 400, the UI unit 393 checks a checkbox in at least one input item, selects a preset tag, and places it in the box. You can receive input by entering text or uploading an image file.

After the sports event ends, the event settlement management unit 395 checks the settlement amount calculated based on the participation fee of the participant who participated in the sports event and the event hosting fee at the organizer terminal 400 and requests settlement of the settlement amount. You can receive it. The platform according to an embodiment of the present invention is a later application of the present applicant's Korean Patent No. 10-2432158 (announced on August 12, 2022), and in one embodiment of the present invention, Korean Patent No. 10-2432158 (announced on August 12, 2022) Since the contents disclosed in (announced on August 12, 2022) are not explained in detail, please refer to Korean Registered Patent No. 10-2432158 (notified on August 12, 2022).

The event settlement management department 395 can evaluate whether the operation and management of the sports event was appropriate when the event settlement has been completed. In general, the various elements that make up the system have an organic relationship with each other, and examining how the resources and various decisions invested in a sports event go through and result in results is important in terms of looking at the overall behavior of the system. It has meaning. The sports event operation management process is a systematization of logical tasks or a set of such activities in the process of performing the preparation or operation stages of a sports event. The sports event operation management process model is a business function model that extracts the core functions of the game preparation or operation stage and describes the connection between functions, and is a time and logic-oriented process model that is performed and developed according to the progress of the work. For example, the IDEF (Integration Definition) method can be used as a modeling method. The IDEF modeling method is a method designed to model the decisions, actions, and activities of an organization or system, and IDEF is a graphic representation of cell modeling. It is a functional modeling and activity modeling method that can analyze and communicate systems from a functional perspective based on the method. Among the functional areas (FA) of sports events, it is possible to focus on the process model for operational management, but transportation and accommodation can also be included. After analyzing the process of functions and tasks at each stage, they can be rearranged functionally.

<Process Mining>

Analysis methods for process application results include the traditional qualitative analysis method and the process mining analysis method that has recently been introduced by many organizations. The process mining method is data-centered, enables quick analysis of complex processes when securing log data, supports work performance analysis, organizational model analysis, FA relationship analysis, and work performance characteristics analysis, and has the positive function of minimizing distortion of facts by accurately understanding phenomena. There is. The biggest problem that arises when applying the design process to a sports event and measuring the effect is that there are many differences depending on the measurement standard or measurement method, such as deriving an improvement model through unbiased analysis, identifying work performance status, and application effect. In order to measure efficiently, it is desirable to use a process mining method.

Since sports event management process logs may be produced irregularly by operating personnel focusing on operational activities, it may be possible to extract only limited log data corresponding to the operational stage of the sports event's work performance stage (Lifecycle, LC). Process mining is a process discovery method that finds new processes by extracting information from existing processes according to the purpose, and evaluates the extent to which the discovered processes are compatible with the original intended process based on system or event logs. There is a conformity check method, and finally, if conformity is judged to be low, an expansion method that increases conformity by expanding the original process.

In one embodiment of the present invention, a conformity inspection method can be adopted and the results can be used as basis data, that is, feedback data, for process redesign or modification. As a process mining tool, ProM, an open framework developed at Eindhoven University of Technology, can be used. Sports event operation management process logs are loaded, the actually used process is extracted, the model is classified, and suitability with the process model is checked according to the pattern. You can proceed in this way. In order to use log data in process mining, it undergoes preprocessing and normalization, and process suitability is analyzed and evaluated. At this time, ProM can be used. For basic statistical analysis and pattern analysis provided by ProM, process analysis can be performed using Fuzzy Mining, a process mining technique.

<Process mining results>

Fuzzy theory is a logical concept that expresses unclear states in a multivalence manner rather than in the binary logic of true or false. ProM can visually and intuitively express multifacetedness through the temporal sequence of each activity. In the case of a process with many infrequently performed activities, it is difficult to identify the main process path. Fuzzy mining improves understanding of the process structure by reducing related activities into one cluster and expressing only the flow between main activities and the cluster. You can. If activities overlap, the work processing format can be changed by integrating or dividing them. Additionally, you can use the Edge Filter function to delete connections between activities that have little business relevance. You can also run Trace Conformance Inspector to analyze the suitability between each activity. If we assume that in the A-B-C-D process, no disconnection of activities within the classes of the classes other than D, i.e. A-B-C, is observed, D can be judged to be an activity that cannot help but be independent, and in the case of A-B-C, overall compliance is maintained, and the process This may mean that the design was appropriate. However, a disconnection should not occur in A-B-C-D, but if a disconnection occurs in D, this means that the activities in class D must be rechecked and modified, and an alarm can be provided so that employees of the platform of the present invention can understand.

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

Referring to FIG. 3A, the platform service providing server 300 receives operation management data from the organizer terminal 400 and sets the participation type, game method, and game result as an item classifier as shown in FIG. 3B, so that the organizer can organize a sports event. To make it more convenient to host, each operation management data can be automatically classified and categorized and then provided with tags to the participant terminal 100. Assuming that the organizer terminal 400 has posted a recruitment notice for a sports event as shown in FIG. 4A, the information may be imaged information as shown in FIGS. 4B to 4D. In this case, after recognizing the text using the above-described OCR and deep learning, the text can be automatically classified into categories, reorganized by attaching tags with information according to each item, and then provided to each participant terminal 100. . For example, in a sports event such as Figure 4e, there are various texts and items such as game method, bracket schedule, main schedule, competition regulations, etc. as shown in Figures 4f to 4i. The text is automatically classified and grouped into categories, and each By rearranging items according to the items, attaching tags, and creating icons corresponding to the tags, participants can be guided more easily, and a database for sports event operation management can be automatically built in the platform of the present invention. Accommodations, tours, and restaurants as shown in Figure 4j can be loaded using open source TourAPI, and maps as shown in Figure 4k can also be loaded using map open source or a pre-built map platform.

Matters that are not explained regarding the method of providing the sports event operation management platform service of FIGS. 2 to 4 are the same as or can be easily explained from the content described above regarding the method of providing the sports event operation management platform service through FIG. 1. Since inference is possible, the description below will be omitted.

FIG. 5 is a diagram illustrating a process in which data is transmitted and received between components included in the sports event operation management platform service provision system of FIG. 1 according to an embodiment of the present invention. Hereinafter, an example of the process of transmitting and receiving data between each component will be described with reference to FIG. 5, but the present application is not limited to this embodiment, and the process shown in FIG. 5 according to the various embodiments described above It is obvious to those skilled in the art that the process of transmitting and receiving data can be changed.

Referring to FIG. 5, the platform service providing server specifies and stores at least one sports event (S5100).

And, when at least one sports event is created, the platform service providing server sets an item classifier to specify participation type, game method, and game result, maps it to at least one sports event, and stores it (S5200).

In addition, the platform service providing server receives operation management data including announcement information in the announcement of the sports event registered in the organizer terminal and setting information including the number of games, number of stadiums, game time, and preparation time (S5300), Classifies and stores operation management data according to the preset classification method (S5400).

Then, the platform service providing server visualizes the operation management data and guides it to the participant terminal (S5500).

The sequence between the above-described steps (S5100 to S5500) is only an example and is not limited thereto. That is, the order between the above-described steps (S5100 to S5500) may be changed, and some of the steps may be executed simultaneously or deleted.

Matters that are not explained regarding the method of providing the sports event operation management platform service of FIG. 5 are the same as or can be easily explained from the content described above regarding the method of providing the sports event operation management platform service through FIGS. 1 to 4. Since inference is possible, the description below will be omitted.

The method of providing a sports event operation management platform service according to an embodiment described with reference to FIG. 5 can also be implemented in the form of a recording medium containing 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 non-volatile media, removable and non-removable media. Additionally, computer-readable media may include all computer storage media. Computer storage media includes both volatile and non-volatile, 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 method of providing a sports event operation management platform service according to an embodiment of the present invention described above may be executed by an application installed by default on a terminal (this may include a program included in a platform or operating system, etc., installed by default on the terminal). It may be executed by an application (i.e., a program) that the user installs directly on the master terminal through an application providing server such as an application store server, an application, or a web server related to the service. In this sense, the method of providing a sports event operation management platform service according to an embodiment of the present invention described above is implemented as an application (i.e., a program) installed by default in the terminal or directly installed by the user and readable by a computer such as in the terminal. It can be recorded on any recording medium that can be recorded.

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

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

Claims (10)

An organizer terminal that registers announcements of sporting events and performs operational management of participants and events;
A participant terminal that prints a notice of the sporting event, applies for participation in the sporting event and pays the participation fee, and receives information on the participation results; and
An event management unit that specifies and stores at least one sports event, and when at least one sports event is created, sets an item classifier to specify participation type, game method, and game result and stores it by mapping it to the at least one sports event. Construction department, a settings management department that receives operation management data including announcement information in the announcement of the sports event registered in the organizer terminal and setting information including the number of games, number of stadiums, game time, and preparation time, in a preset classification method When uploading the operation management data including announcement information and setting information from the organizer terminal, a classification storage unit for classifying and storing the operation management data, a visualization unit for visualizing the operation management data and guiding it to the participant terminal, , a tag classification unit that attaches a tag to at least one piece of information in the operation management data and outputs an infographic icon previously mapped and stored to the tag along with the tag, and the sports event at the organizer terminal. After receiving measurement data from at least one device that measures the record of a game event, when the identification code assigned to the participant of the participant terminal is scanned, a recorder that maps the participant's game record to the identification code and stores it. , collects images captured in real time from at least one camera installed at the venue of the sporting event, identifies at least one object included in the image, analyzes the game situation, and collects scores or records to display the participant terminal. When creating a category to classify at least one piece of information in the operation management data, or classifying it into a preset category, HyperIM (Hyperbolic Interaction Model) for hierarchical data classification is used. A model application unit to apply, an administrator who provides an administrator page for performing operation management of the participants and events through the host terminal, and sets the administrator page to include an event management menu, participant management menu, statistics menu, and report menu. When receiving announcement information and setting information constituting the operation management data from the host terminal, the mode provider checks one checkbox in at least one input item, selects a preset tag, enters text and images in the box. A UI unit that receives input by uploading a file, and after the sporting event ends, checks the settlement amount calculated based on the participation fee and event hosting fee of the participant who participated in the sporting event at the organizer terminal, and makes the settlement. It includes a platform service providing server including an event settlement management department that receives a request for settlement of the amount;
The at least one sports event is,
Includes soccer, baseball, basketball, volleyball, marathon, walking, cycling, swimming, golf, tennis, badminton, table tennis and bowling.
The participation form is individual or group,
The game format is League or Tournament,
The game format is the number of sets or scores,
The classification storage unit,
Classifies the above operation management data, automatically sets categories, attaches tags to classify each information, reads the participation method, game method, location, and target in the imaged event content description using OCR, and automatically sets the category. and create an icon corresponding to the tag,
The real-time broadcasting unit,
Using EPTS (Electronic Performance and Tracking Systems), the movement, control, speed and accuracy of the object, including acceleration and deceleration, direction change and jump, are measured in real time, and data is provided to each participant.
The model application part is,
When creating a category or classifying into a preset category to classify at least one piece of information in the operation management data, HyperIM (Hyperbolic Interaction Model) for hierarchical data classification is applied to describe the category and event content. Word embeddings are learned on the Poincare Disk of the hyperbolic space, and classification is performed using the Poincare distance between each category and event content description.
The event settlement management department,
Extract the core functions of the game preparation or operation stage, evaluate the operation management of sports events based on the sports event operation management process model, which is a business function model that describes the linkage between functions, and derive an improvement model through unbiased analysis. A sports event operation management platform service provision system characterized by performing process analysis using fuzzy mining among the process mining methods in order to identify work performance status and measure application effectiveness.
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