KR102270184B1 - System and method for providing service for predicting result of game - Google Patents

Abstract

A system and method for providing a match result prediction service are provided. A method for a device to provide a game result prediction service, the method comprising: receiving a user input for selecting a specific game; displaying a plurality of match elements used to predict the outcome of the selected match; displaying objects for respectively changing weights for the game elements for each of the displayed game elements; receiving a user input for changing the weights respectively matched to the game elements using the objects; and displaying a prediction result for the selected game based on the changed weights.

Description

SYSTEM AND METHOD FOR PROVIDING SERVICE FOR PREDICTING RESULT OF GAME

The present disclosure relates to a system and method for providing a game result prediction service, and more particularly, to a system and method capable of adjusting the weight of a game element used to predict a game result.

As network and multimedia technologies develop, users can collect various information and use various services on the network. In particular, users can watch and enjoy various types of games using various service providers and various devices.

In addition, users have an increased desire to predict and confirm the match result of the game they are interested in. Accordingly, the need for a service that allows the user to predict the match result by using various data is emerging.

Furthermore, by effectively considering the user's intuitive selection, there is a need for a method capable of increasing the satisfaction of the user's prediction of the match result.

Some embodiments may provide a system and method for providing a game result prediction service, in which a user can directly change a weight of a game element affecting prediction of a match result.

In addition, some embodiments provide a game result prediction service providing system and method, which may provide a GUI including a game element affecting the match result prediction, a default weight of the match element, and an object for changing the weight. can

In addition, some embodiments may provide a system and method for providing a game result prediction service, which can guide a user's weight change.

In addition, some embodiments may provide a system and method for providing a game result prediction service, capable of determining a default weight for a match element and predicting the match result by clustering other matches similar to the match for which the result is to be predicted.

As a technical means for achieving the above-described technical problem, a first aspect of the present disclosure includes the steps of: receiving a user input for selecting a specific game; displaying a plurality of match elements used to predict the outcome of the selected match; displaying objects for respectively changing weights for the game elements for each of the displayed game elements; receiving a user input for changing the weights respectively matched to the game elements using the objects; And based on the changed weights, displaying a prediction result for the selected game; including, it is possible to provide a method for the device to provide a game result prediction service.

In addition, the plurality of game elements indicate a situation related to the game, and the plurality of game elements include a player's status participating in the game, a manager's status, the weather on the day the game is held, and a method for competing in the game. It may include at least two of the team's rankings.

In addition, the method further includes; displaying default weights respectively corresponding to the plurality of competition elements together with the plurality of competition elements, wherein the objects may be displayed separately from the default weights. have.

In addition, the default weights may be determined by the server based on a result of clustering other past matches having a similar situation to the specific game by more than a preset value, and based on match results of the other clustered past games.

Also, the default weights may be determined by the server based on a weight change history of another user who predicted a match result with an accuracy greater than or equal to a preset numerical value.

In addition, the method includes the steps of transmitting the changed weights to a server; and receiving, from the server, a prediction result for the selected specific game determined based on the changed weight, and displaying the prediction result may include displaying the prediction result received from the server. .

The method may further include: receiving guide information related to the changed weights from a server; displaying the received guide information; and receiving a user input for adjusting the changed weights.

In addition, a second aspect of the present disclosure, a user input unit for receiving a user input for selecting a specific game; a display unit for displaying data output from the device; and a controller configured to display a plurality of game elements used to predict the result of the selected game by controlling the display unit, and display objects for changing weights of the game elements for each displayed game element. including, wherein the user input unit receives a user input for changing the weights respectively matched to the game elements using the objects, and the control unit controls the display unit based on the changed weights. It is possible to provide a device for providing a game result prediction service that displays the prediction result for the selected game.

In addition, a third aspect of the present disclosure may include: receiving, from the device, an identification value of a specific game selected by the device; transmitting, to the device, a default weight of a match element used to predict a match result of the selected specific match; receiving, from the device, a weight for the competition element changed by the device; predicting a result of the specific match based on the received weight; and transmitting the predicted match result to the device; including, a server may provide a method for providing a match result prediction service.

In addition, the competition element and an object for changing a weight for the competition element may be displayed together on the screen of the device.

Also, the object may be displayed on the screen of the device together with the game element and the default weight.

In addition, the method further includes the steps of clustering other past games having a similar situation to the specific game by more than a preset value, and determining the default weight based on the results of the other clustered past games; can do.

In addition, the determining of the default weight may include determining the default weight based on a weight change history of another user who predicted the match result with an accuracy greater than or equal to a preset value.

In addition, a fourth aspect of the present disclosure, a communication unit for receiving the identification value of the specific game selected by the device from the device; Includes; a control unit that determines a default weight of the game element used to predict the match result of the selected specific game; includes, the communication unit, transmits the determined default weight to the device, the game element changed by the device It is possible to provide a server for providing a game result prediction service, which receives a weight related to the weight from the device, and the control unit predicts the result of the specific game based on the received weight.

In addition, a fifth aspect of the present disclosure may provide a computer-readable recording medium in which a program for executing the method of the first aspect is recorded on a computer.

In addition, a sixth aspect of the present disclosure may provide a computer-readable recording medium in which a program for executing the method of the third aspect is recorded on a computer.

According to the problem solving means of the present disclosure described above, it is possible to provide a user-customized service to the user by allowing the user to directly change the weight of the game factor affecting the prediction of the match result.

In addition, according to the problem solving means of the present disclosure, by displaying a GUI including an object for changing the default weight and weight of the game element affecting the prediction of the match result, the user can conveniently adjust the weight of the game element can make it change.

In addition, according to the problem solving means of the present disclosure, by guiding the user to change the weight, the user can change the weight in consideration of various pieces of information.

In addition, according to the problem solving means of the present disclosure, by clustering other matches similar to the match for which the result is to be predicted, a default weight for the match element may be determined to improve the prediction result.

1 is a schematic diagram of a game result prediction system according to some embodiments.
2 is a flowchart of a method for the device 1000 to provide a game result prediction service according to some embodiments.
3 is a flowchart of a method for the game result prediction server 2000 to provide a game result prediction service according to some embodiments.
4 is a detailed flowchart of a method of providing a game result prediction service by the device 1000 and the game result prediction server 2000 according to some embodiments.
5 is a flowchart of a method for the match result prediction server 2000 to determine a default weight for a match element according to some embodiments.
6 is a diagram illustrating an example of a GUI 60 for changing a weight for a game element used to predict a match result according to some embodiments.
7 is a diagram illustrating an example of a GUI 70 that provides guide information regarding a changed weight according to some embodiments.
8 and 9 are block diagrams of a device 1000 in accordance with some embodiments.
10 is a block diagram of a game result prediction server 2000 according to some embodiments.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily implement them. 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 "connected" with another part, this includes not only the case of being "directly connected" but also the case of being "electrically connected" with another element interposed therebetween. . In addition, when a part "includes" a certain component, this means that other components may be further included rather than excluding other components unless otherwise stated.

In the present specification, a game may be a game in which two or more subjects face each other to determine victory or defeat or ranking of each subject, and may include, for example, various sports games and various electronic games.

In addition, in this specification, the game element may be an item for indicating a situation related to a specific game, and may be used to predict a match result. The game factor is a factor that affects the result of the game and may be a factor that has an important influence on the victory or defeat of the game. Match factors include, for example, the status of players participating in the match, the condition of the manager, the weather on the day the match is held, the ranking of the teams competing in the match, home/away matches, ball possession, number of shots, goal difference, It may include, but is not limited to, shooting efficiency, the number of effective shots, and an opponent's record.

In addition, in this specification, the weight of the game element is, in predicting the match result of a specific match using the data of the game element (information indicating the situation related to the game element), the data of the game element to a certain extent It may be a value about whether or not to consider.

In addition, the default weight of the game element may be a weight set as an initial value by the game result prediction server 2000 . For example, the match result prediction server 2000 may determine the default weight by referring to the prediction result according to the weight for each match element of the past match and the actual match result of the past match.

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

1 is a schematic diagram of a game result prediction system according to some embodiments.

Referring to FIG. 1 , a game result prediction system according to some embodiments may include a device 1000 , a game result prediction server 2000 , and a network 3000 .

The device 1000 may receive a service for predicting a match result of a specific match from the match result prediction server 2000 . The user of the device 1000 may adjust the weights of game elements used to predict the match result of a specific match, and provide the adjusted weight to the match result prediction server 2000, and predict from the match result prediction server 2000 Receive and display the match results.

The match result prediction server 2000 may predict the match result and provide the predicted match result to the device 1000 based on the weight of the match element and data for the match element used to predict the match result of a specific match. have.

In addition, the game result prediction server 2000 may determine the default weights of the game elements according to a preset criterion, and provide the default weights to the device 1000, and the device 1000 displays the default weights of the game elements and , a user input for adjusting the weight for each game element may be received.

On the other hand, the device 1000, a smart phone, a tablet PC, a PC, a smart TV, a mobile phone, a personal digital assistant (PDA), a laptop, a media player, a micro server, a global positioning system (GPS) device, an e-book terminal, for digital broadcasting It may be, but is not limited to, a terminal, a navigation system, a kiosk, an MP3 player, a digital camera, a home appliance, and other mobile or non-mobile computing devices. Also, the device 1000 may be a wearable device such as a watch, glasses, a hair band, and a ring having a communication function and a data processing function. However, the present invention is not limited thereto, and the device 1000 may include any type of device capable of receiving the game result prediction service from the game result prediction server 2000 through a network.

The network 3000 is a wired network, such as a local area network (LAN), a wide area network (WAN), or a value added network (VAN), or a mobile radio communication network or a satellite communication network. It can be implemented with all kinds of wireless networks, such as In addition, the network 200 includes a local area network (LAN), a wide area network (WAN), a value added network (VAN), a mobile radio communication network, a satellite communication network, and these It is a data communication network in a comprehensive sense that includes a mutual combination of , and enables each network constituent entity shown in FIG. 1 to communicate smoothly with each other, and includes a wired Internet, a wireless Internet, and a mobile wireless communication network. Wireless communication is, for example, wireless LAN (Wi-Fi), Bluetooth, Bluetooth low energy, Zigbee, WFD (Wi-Fi Direct), UWB (ultra wideband), infrared communication (IrDA, infrared Data Association) ), NFC (Near Field Communication), etc. may be there, but is not limited thereto.

2 is a flowchart of a method for the device 1000 to provide a game result prediction service according to some embodiments.

In operation S200 , the device 1000 may select a specific game. The device 1000 may execute a software program of the match result prediction service and select a specific match according to a user input. The specific match selected by the device 1000 may be a match currently in progress or to be performed, and may be a match requiring prediction of a match result.

In operation S210, the device 1000 may display game information of a specific game. The device 1000 may receive match information of a specific match from the match result prediction server 2000 and display the received match information. The game information includes various types of game-related information, for example, information about a game-related situation, information about user comments about the game, news information about the game, and the like. Also, for example, the game information may include a game element indicating a situation related to the game, data about the game element, and a default weight for the game element. For example, when the game is a soccer game, the device 1000 may include game elements such as the coach of a team participating in the game, players in the team, team ranking, opponent record, ball share, number of shots, and the like, and each game element. can display the default weights of .

In operation S220, the device 1000 may receive a user input for changing a weight for each game element used to predict the match result. The device 1000 may display an object for changing the weight for each game element on the screen of the device 1000 , and the user may change the weight for each game element by using the object displayed on the screen.

In operation S230 , the device 1000 may provide guide information regarding the changed weight. The guide information may be information for guiding the user to change the weight, and may include, for example, a comment indicating that the weight changed by the user needs to be adjusted. The device 1000 may receive guide information about the changed weight from the match result prediction server 2000 and display it on the screen of the device 1000 . Also, the device 1000 may display news information related to the game to the user.

In operation S240 , the device 1000 may display a match result predicted based on the changed weight. The device 1000 may display the match result predicted by the match result prediction server 2000 based on the changed weight on the screen of the device 1000 . In this case, the match result prediction server 2000 may use a preset algorithm to predict the match result based on the changed weight.

3 is a flowchart of a method for the game result prediction server 2000 to provide a game result prediction service according to some embodiments.

In operation S300, the match result prediction server 2000 may collect match information of a plurality of past matches. The game result prediction server 2000 may collect game elements of a plurality of past games, data on game elements, predicted game results, and information about actual game results. Also, the game result prediction server 2000 may collect a weight changed by the user for each user and a match result predicted according to the changed weight. The game result prediction server 2000 may collect game information through crawling. Also, the game result prediction server 2000 may collect data through an API provided to the device 1000 . Also, the game result prediction server 2000 may obtain game information from the user's log information. The game result prediction server 2000 may convert the collected data into a DB according to a predetermined criterion, for example, may primarily analyze the DB data using a Neutral network algorithm.

In operation S310, the match result prediction server 2000 may group other matches having a situation similar to that of a specific game. The match result prediction server 2000 may group matches having similar data on at least one match element. The match result prediction server 2000 may group similar matches for each match element.

In operation S320 , the match result prediction server 2000 may determine a default weight of game elements used to predict the match result of a specific match based on the match results of other clustered matches. The game result prediction server 2000 may determine default weights of the game elements of a specific game by using information about the game results and weights of other games having similar game elements. In addition, the match result prediction server 2000 may determine the default weight of the specific game by reflecting the game element changed in real time among the game elements of the specific game.

A method for the match result prediction server 2000 to group matches and determine a default weight will be described in more detail with reference to FIG. 5 .

In operation S330 , the match result prediction server 2000 may provide a default weight to the device 1000 . The game result prediction server 2000 may provide a default weight to the device 1000 while providing game information of a specific game selected by the user to the device 1000 , but is not limited thereto.

In operation S340 , the match result prediction server 2000 may receive the weight changed by the device 1000 from the device 1000 . The device 1000 may change a weight for each game element based on a user input, and may transmit information about the changed weight to the game result prediction server 2000 .

In operation S350, the match result prediction server 2000 may predict the match result of a specific match based on the changed weight. The match result prediction server 2000 may predict the match result by reflecting the changed weight for each match element, log information of the user, and the match element changed in real time. The game element that is changed in real time may include, for example, a player's injury, a player's transfer, and the remaining game issue of the team, and the game result prediction server 2000 uses various algorithms to predict the game result. can

In operation S360 , the match result prediction server 2000 may transmit guide information regarding the predicted match result and weight change to the device 1000 . The guide information may be information for guiding the user to change the weight, and may include, for example, a comment indicating that the weight changed by the user needs to be adjusted.

4 is a detailed flowchart of a method of providing a game result prediction service by the device 1000 and the game result prediction server 2000 according to some embodiments.

In operation S405 , the device 1000 may transmit the identification value of a specific match to the match result prediction server 2000 . The device 1000 may select a specific game from the game list displayed on the screen of the device 1000 based on the user input, and may transmit the identification value of the selected specific game to the game result prediction server 2000 .

In operation S410, the match result prediction server 2000 may determine a default weight for each match element used to predict the result of a specific match. The game result prediction server 2000 may extract game information related to the specific game from the DB by using the received identification value of the specific game. In addition, the game result prediction server 2000 may search for game information related to a specific game from a web server (not shown). In addition, the game result prediction server 2000 may extract information about the game elements of a specific game from the DB, and obtain game information of other games having game elements similar to the specific game. Also, the game result prediction server 2000 may determine a default weight for each game element of a specific game.

In operation S415, the match result prediction server 2000 may transmit match information and default weights of a specific match to the device 1000, and in operation S420, the device 1000 transmits the match information and default weights to the screen of the device 1000. can be displayed on

In operation S425 , the device 1000 may display an object for changing a weight for a game element used to predict a result. The device 1000 may display an object for changing a weight for each game element together with an identification value of a specific game, a list of game elements for predicting a result of a specific game, and a default weight of each game element. The object for changing the weight may be implemented in a form including at least one of text, an image, a video, and an icon.

The device 1000 may display objects for changing the weights of the game elements together on one screen. Alternatively, when a user input for changing the weight of the competition element is received, the device 1000 may display an object for changing the weight of the competition element selected by the user.

In operation S430 , the device 1000 may receive a user input for changing the weight, and in operation S435 , the device 1000 may change the weight according to the user input. For example, the user may change the weight for the game element by touching the displayed object. In this case, the device 1000 may display the weight changed according to the user input on the screen of the device 1000 in real time. In addition, the device 1000 may display various information on the screen of the device 1000 to guide the device 1000 so that the sum of the changed weights for the plurality of game elements becomes 100%. have. For example, the device 1000 may display a value representing the sum of the changed weights for the plurality of game elements on the screen of the device 1000 in real time. Through this, the user may check the displayed sum of weights and change the weights for the game elements so that the sum of the changed weights for the plurality of game elements becomes 100%.

In operation S440 , the device 1000 may transmit the changed weight to the match result prediction server 2000 . When a user input for determining the changed weights for the game elements is input, the device 1000 may transmit the changed weights to the game result prediction server 2000 .

In operation S445, the device 1000 may predict the match result using the changed weight. The device 1000, for example, i) the match result of the past matches having a match element and weight similar to the match element and the changed weight of the specific match, ii) the user who predicted the match result by more than a preset value using the weight determined by the team, and iii) related information generated in real time with respect to a specific match (eg, player injury information, player transfer information, manager status information, team remaining match information, etc.) predictable. In this case, the device 1000 may acquire related information generated in real time with respect to a specific game by searching for news information.

In operation S450, the match result prediction server 2000 may transmit guide information regarding weight change to the device 1000, and in operation S455, the match result prediction server 2000 may transmit the predicted match result to the device 1000. have. The guide information may be information for guiding the user to change the weight, and may include, for example, a comment indicating that the weight changed by the user needs to be adjusted.

Also, the game result prediction server 2000 may transmit related information and/or news information generated in real time with respect to a specific game to the device 1000 .

In operation S460, the device 1000 may display the predicted match result. The device 1000 may display guide information, news information, etc. together with the predicted match result, but is not limited thereto.

5 is a flowchart of a method for the match result prediction server 2000 to determine a default weight for a match element according to some embodiments.

In operation S500, the match result prediction server 2000 may collect match information of a plurality of past matches. The game result prediction server 2000 may collect game elements of a plurality of past games, data on game elements, predicted game results, and information about actual game results. The game result prediction server 2000 may collect game information through crawling. Also, the game result prediction server 2000 may collect data through an API provided to the device 1000 .

Also, the game result prediction server 2000 may collect log information of users who use the game result prediction service. The game result prediction server 2000 may collect information about, for example, a user identification value, a weight changed by the user, accuracy of a prediction result according to a weight changed by the user, and the like. In addition, the game result prediction server 2000 may apply a data mining technique to the continuously accumulated user log information. In addition, the match result prediction server 2000 may analyze a match element, a weight, and a pattern related to the match result.

In operation S510, the match result prediction server 2000 may form a DB of match result information for each match element. The match result prediction server 2000 may classify and store match result information for each match element in order to analyze the effect of each match element on the match result. For example, in order to analyze the effect of a weight for ball occupancy on a game result, the game result prediction server 2000 may store data about a game result according to the ball occupancy.

Also, the match result prediction server 2000 may classify and store match result information for a plurality of match elements matched with each other in order to analyze the effect of the relationship between the match elements on the match result. For example, in order to analyze the influence of the home team's weight for ball occupancy on the game result, the game result prediction server 2000 may store data on the game result according to the home team's ball occupancy.

In operation S520, the game result prediction server 2000 may DB the weight information used to predict the match result for each user. The game result prediction server 2000 may store information on whether a match result predicted according to i) the weights changed by the user and ii) the changed weight coincides with the actual game result for each user.

Accordingly, the match result prediction server 2000 can determine the user who predicts the match result with high accuracy, and can determine the default weight of the match element by using the weight changed by the determined user and predict the match result. .

In operation S530, the match result prediction server 2000 may collect situation information about the match elements of the current match. The game result prediction server 2000 may collect situation information indicating the situation regarding the game element for each game element. For example, in the case of predicting the result of a soccer match between team A and team B, the match result prediction server may include the ability of the starting player of team A, the condition of the player of team A, the ball share of team A, and the It is possible to collect information about the ranking, the ability of the starting player of the team B, the condition of the player of the team B, the ball possession of the team B, the ranking of the team B, and the like.

In operation S540, the match result prediction server 2000 may group other matches having a situation similar to that of the current game. The match result prediction server 2000 may cluster other past matches having a situation similar to a situation indicating a match element of the current match for which the result is to be predicted. The match result prediction server 2000, for example, when predicting the result of a soccer match between the A team and the B team, the match result prediction server, the ability of the starting player of the A team, the condition of the player of the A team, Team A's ball possession, team A's ranking, team B's starting player's ability, team B's player condition, team B's ball possession, and other past games with a similar situation to B's ranking can be clustered. .

In operation S550 , the match result prediction server 2000 may obtain weight information of another user who predicted the match result with an accuracy greater than or equal to a preset numerical value. The match result prediction server 2000 may select the weight of another user who predicted the match result with an accuracy greater than or equal to a preset numerical value from among the weights changed by other users with respect to other clustered matches.

In operation S560, the game result prediction server 2000 may determine default weights of game elements used to predict the match result of the current match based on the match results of other clustered matches and weight information of other users. In this case, the game result prediction server 2000 may determine the default weight by reflecting the situation changed in real time with respect to the game by using the news information collected in real time.

6 is a diagram illustrating an example of a GUI 60 for changing a weight for a game element used to predict a match result according to some embodiments.

Referring to FIG. 6 , a list 61 for selecting a type of game may be displayed in the GUI 60 for changing the weight for the game element used to predict the match result, and the user may display the list 61 You can select certain types of matches from When the user selects a specific type of competition, a list of the selected type of competition (not shown) may be displayed. In addition, by selecting a specific match from the match list (not shown), the user may determine a target for predicting the match result. For example, a user can select a soccer match, and a match between FC Barcelona and Bayern Münfeng.

In addition, the device 1000 transmits the identification value of the soccer match between 'FC Barcelona' and 'Bayern Munich' to the match result prediction server 2000, and 'FC Barcelona' and 'Bayern' from the match result prediction server 2000 It is possible to receive an identification value 60 and a default weight 62 of the match element determined for the soccer match against Munich'. Also, the device 1000 may display, in the GUI 60 , an identification value 60 of the competition element, and a default weight 62 for the competition element. For example, the default weight '20.0' of the game element 'goal difference', the default weight '15.0' of the game element 'ranking', the default weight '5.0' of 'shooting efficiency', the default weight of '10.0' A default weight of '10.0' of 'the number of effective shots', a default weight of '35.0' of 'a specific player', and a default weight of '5.0' of 'manager' may be displayed in the GUI.

In addition, the device 1000 may display an object 64 indicating the status of the game element in the GUI 60 . For example, when the game element is 'goal difference', the object 64 may be divided into an area representing the goal difference score of 'FC Barcelona' and an area representing the goal difference score of 'Bayern Munich'. . Also, for example, when the game element is 'occupancy', the object 64 is divided into an area indicating the occupancy level of 'FC Barcelona' and an area indicating the occupancy level of 'Bavaria Munich' and displayed. can be Although the object 64 representing the situation of the game element is illustrated in the form of a bar in FIG. 6 , the properties and shape of the object 64 are not limited thereto, and the object 64 may be implemented in various forms. .

Also, the device 1000 may display in the GUI 60 at least one object 65 for changing a weight for a game element. An object 65 for changing a weight for each game element may be displayed. The object 65 may be displayed in the GUI 60 along with the match element's identification value 62 and the match element's default weight 63 . In addition, the object 65 for changing the weight for the competition element may be displayed together with the object 64 indicating the situation of the competition element. In FIG. 6, the object 65 for changing the weight for the game element is shown in the form of a bar including '+' and '-', but the properties and shape of the object 65 are not limited thereto. , the object 65 may be implemented in various forms.

Also, for example, the user may change the weight for the game element by touching '+' and '-' in the object 65 . In this case, the device 1000 may display the text 66 indicating the sum of the weights changed by the user so that the sum of the weights changed by the user becomes 100%. Accordingly, the user can change the weight for the game element by touching '+' and '-' in the object 65 while checking the text 66 indicating the sum of the changed weights.

Thereafter, the user may confirm the changed weight by touching the button 66 .

7 is a diagram illustrating an example of a GUI 70 that provides guide information regarding a changed weight according to some embodiments.

Referring to FIG. 7 , a list 71 of weights changed by the user may be displayed in the GUI 70 that provides guide information regarding the changed weights. For example, in the list 71, the identification value of the competition element and the weight changed by the user may be included.

In addition, the game result 72 predicted by the match result prediction server 2000 may be displayed in the GUI 70 that provides guide information regarding the changed weight. In the match result 72 predicted by the match result prediction server 2000, for example, 'Barcelona '75%', 'Bayern Munich 25%', the degree of win probability of each team may be displayed. .

In addition, in the GUI 70 that provides guide information about the changed weight, comparison data 73 for comparing the weight changed by the user and the default weight determined by the game result prediction server 2000 may be displayed. .

Also, in the GUI 70 that provides guide information on the changed weight, a comment 74 on the weight changed by the user may be displayed. In the comment 74 on the weight changed by the user, for example, the text 'According to the data analysis performed by Sew so far, please note that the success rate based on the share changed by Sew is 87%.' may be displayed. However, the present invention is not limited thereto, and the comment 74 on the weight changed by the user includes, for example, a comment suggesting a further change of the weight to the user, and a comment recommending a change of a specific weight among the weights changed by the user. etc. may be displayed. In addition, the game result prediction server 2000 may determine a comment to be suggested to the user in consideration of the weight changed by another user who matches the match result well.

In addition, in the GUI 70 that provides guide information regarding the changed weight, news information 75 collected in real time in relation to a specific game may be displayed. For example, news articles that are judged to have an impact on the football match between 'FC Barcelona' and 'Bayern Munich' may be displayed.

In addition, when the user touches the 'redo' button 76 in the GUI 70 that provides guide information regarding the changed weight, the device 1000 displays the GUI 60 for changing the weight and according to the user input. You can change the weight again.

In addition, when the user touches the 'save' button 77 in the GUI 70 that provides guide information regarding the changed weight, the device 1000 transmits information about the weight changed by the user to the device 1000 or the game. The result may be stored in the prediction server 2000 .

On the other hand, in FIG. 7, comparison data for comparing the list 71 of weights changed by the user, the predicted match result 72, the weight changed by the user, and the default weight determined by the match result prediction server 2000 ( 73), comments 74 on weights changed by the user, and news information 75 collected in real time in relation to a specific game have been described as being displayed in the GUI 70, but the present invention is not limited thereto.

A list of weights 71 changed by the user, predicted match results 72, comparison data 73 for comparing the weights changed by the user and default weights determined by the match result prediction server 2000, by the user At least one of a comment 74 on the changed weight, and news information 75 that is collected in real time in relation to a specific game, may be displayed in the GUI 60 while the user is using the GUI 60 for changing the weight, or It may be displayed through a separate pop-up window (not shown).

8 and 9 are block diagrams of a device 1000 in accordance with some embodiments.

As shown in FIG. 8 , the device 1000 according to some embodiments may include a user input unit 1100 , an output unit 1200 , a control unit 1300 , and a communication unit 1500 . However, not all of the components shown in FIG. 8 are essential components of the device 1000 . The device 1000 may be implemented by more components than those illustrated in FIG. 8 , or the device 1000 may be implemented by fewer components than those illustrated in FIG. 8 .

For example, as shown in FIG. 9 , the device 1000 according to some embodiments includes a sensing unit 1400 in addition to the user input unit 1100 , the output unit 1200 , the control unit 1300 , and the communication unit 1500 . ), an A/V input unit 1600 , and a memory 1700 may be further included.

The user input unit 1100 means a means for a user to input data for controlling the device 1000 . For example, the user input unit 1100 includes a key pad, a dome switch, and a touch pad (contact capacitive method, pressure resistance film method, infrared sensing method, surface ultrasonic conduction method, integral type). There may be a tension measurement method, a piezo effect method, etc.), a jog wheel, a jog switch, and the like, but is not limited thereto.

The user input unit 1100 may receive a user input for receiving a match result prediction service. The user input unit 1100 may select a specific game for which a result is to be predicted and receive a user input for changing a weight for the selected specific game.

The output unit 1200 may output an audio signal, a video signal, or a vibration signal, and the output unit 1200 may include a display unit 1210 , a sound output unit 1220 , and a vibration motor 1230 . have.

The display unit 1210 displays and outputs information processed by the device 1000 . For example, the display unit 1210 may display a GUI related to a game result prediction service. For example, the display unit 1210 may display a GUI 60 for changing a weight for a competition element used to predict a competition result and a GUI 70 for providing guide information on the changed weight.

On the other hand, when the display unit 1210 and the touch pad form a layer structure to form a touch screen, the display unit 1210 may be used as an input device in addition to an output device. The display unit 1210 includes a liquid crystal display, a thin film transistor-liquid crystal display, an organic light-emitting diode, a flexible display, a three-dimensional display ( 3D display) and electrophoretic display (electrophoretic display) may include at least one. In addition, depending on the implementation form of the device 1000 , the device 1000 may include two or more display units 1210 . In this case, two or more display units 1210 may be disposed to face each other using a hinge.

The sound output unit 1220 outputs audio data received from the communication unit 1500 or stored in the memory 1700 . Also, the sound output unit 1220 outputs a sound signal related to a function (eg, a call signal reception sound, a message reception sound, and a notification sound) performed by the device 1000 . The sound output unit 1220 may include a speaker, a buzzer, and the like.

The vibration motor 1230 may output a vibration signal. For example, the vibration motor 1230 may output a vibration signal corresponding to the output of audio data or video data (eg, a call signal reception sound, a message reception sound, etc.). Also, the vibration motor 1230 may output a vibration signal when a touch is input to the touch screen.

The controller 1300 generally controls the overall operation of the device 1000 . In order to control the operation of the device 1000 in FIGS. 1 to 7 , the controller 1300 includes a user input unit 1100 , an output unit 1200 , a sensing unit 1400 , a communication unit 1500 , and an A/V input unit. (1600) and the like can be controlled. Also, for example, the control unit 1300 executes programs stored in the memory 1700 , and thus the user input unit 1100 , the output unit 1200 , the sensing unit 1400 , the communication unit 1500 , and the A/V input unit (1600) and the like can be controlled in general.

Specifically, the controller 1300 may select a specific game. The controller 1300 may execute a software program of the game result prediction service and select a specific game according to a user input. The specific game selected by the controller 1300 may be a game currently in progress or to be performed, or may be a game requiring prediction of a match result.

Also, the controller 1300 may display game information of a specific game by controlling the display unit 1210 . The controller 1300 may receive match information of a specific match from the match result prediction server 2000 and display the received match information. The game information includes various types of game-related information, and may include, for example, information about a game-related situation, information about user comments about the game, news information about the game, and the like. Also, for example, the game information may include a game element indicating a situation related to the game, data about the game element, and a default weight for the game element. For example, when the game is a soccer game, the controller 1300 controls the coach of the team participating in the game, the players in the team, the team's ranking, the opponent's record, the ball share, the number of shots, etc. and each game element. can display the default weights of .

Also, the controller 1300 may receive a user input for changing a weight for each game element used to predict the match result. The controller 1300 may display an object for changing the weight for each game element on the screen of the device 1000, and the user may change the weight for each game element by using the object displayed on the screen.

Also, the controller 1300 may provide guide information regarding the changed weight. The guide information may be information for guiding the user to change the weight, and may include, for example, a comment indicating that the weight changed by the user needs to be adjusted. The controller 1300 may receive guide information about the changed weight from the match result prediction server 2000 and display it on the screen of the device 1000 . Also, the controller 1300 may display news information related to the game to the user.

Also, the controller 1300 may display a match result predicted based on the changed weight. The controller 1300 may display the match result predicted by the match result prediction server 2000 on the screen of the device 1000 based on the changed weight. In this case, the match result prediction server 2000 may use a preset algorithm to predict the match result based on the changed weight.

The sensing unit 1400 may detect a state of the device 1000 or a state around the device 1000 , and transmit the sensed information to the controller 1300 .

The sensing unit 1400 includes a magnetic sensor 1410 , an acceleration sensor 1420 , a temperature/humidity sensor 1430 , an infrared sensor 1440 , a gyroscope sensor 1450 , and a position sensor. (eg, GPS) 1460 , a barometric pressure sensor 1470 , a proximity sensor 1480 , and at least one of an illuminance sensor 1490 , but is not limited thereto. Since a function of each sensor can be intuitively inferred from the name of a person skilled in the art, a detailed description thereof will be omitted.

The communication unit 1500 may include one or more components that allow the device 1000 to transmit and receive information related to the game result prediction server 2000 and the game result prediction service. For example, the communication unit 1500 may include a short-range communication unit 1510 , a mobile communication unit 1520 , and a broadcast receiving unit 1530 .

Short-range wireless communication unit 151, Bluetooth communication unit, BLE (Bluetooth Low Energy) communication unit, short-range wireless communication unit (Near Field Communication unit), WLAN (Wi-Fi) communication unit, Zigbee (Zigbee) communication unit, infrared ( It may include an IrDA, infrared Data Association) communication unit, a Wi-Fi Direct (WFD) communication unit, an ultra wideband (UWB) communication unit, an Ant+ communication unit, and the like, but is not limited thereto.

The mobile communication unit 1520 transmits/receives a radio signal to and from at least one of a base station, an external terminal, and a server on a mobile communication network. Here, the wireless signal may include various types of data according to transmission/reception of a voice call signal, a video call signal, or a text/multimedia message.

The broadcast receiver 1530 receives a broadcast signal and/or broadcast-related information from the outside through a broadcast channel. The broadcast channel may include a satellite channel and a terrestrial channel. According to an implementation example, the device 1000 may not include the broadcast receiver 1530 .

Also, the communication unit 1500 may transmit/receive various information for receiving the match result prediction service to and from the match result prediction server 2000 .

The A/V (Audio/Video) input unit 1600 is for inputting an audio signal or a video signal, and may include a camera 1610 , a microphone 1620 , and the like. The camera 1610 may obtain an image frame such as a still image or a moving picture through an image sensor in a video call mode or a shooting mode. The image captured through the image sensor may be processed through the controller 1300 or a separate image processing unit (not shown).

The image frame processed by the camera 1610 may be stored in the memory 1700 or transmitted to the outside through the communication unit 1500 . Two or more cameras 1610 may be provided according to the configuration of the terminal.

The microphone 1620 receives an external sound signal and processes it as electrical voice data. For example, the microphone 1620 may receive an acoustic signal from an external device or a speaker. The microphone 1620 may use various noise removal algorithms for removing noise generated in the process of receiving an external sound signal.

The memory 1700 may store a program for processing and control of the controller 1300 , and may store data input to or output from the device 1000 .

The memory 1700 may include a flash memory type, a hard disk type, a multimedia card micro type, a card type memory (eg, SD or XD memory), and a RAM. (RAM, Random Access Memory) SRAM (Static Random Access Memory), ROM (Read-Only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory), magnetic memory, magnetic disk , may include at least one type of storage medium among optical disks.

Programs stored in the memory 1700 may be classified into a plurality of modules according to their functions, for example, may be classified into a UI module 1710 , a touch screen module 1720 , a notification module 1730 , and the like. .

The UI module 1710 may provide a specialized UI, GUI, etc. that are interlocked with the device 1000 for each application. The touch screen module 1720 may detect a touch gesture on the user's touch screen and transmit information about the touch gesture to the controller 1300 . The touch screen module 1720 according to some embodiments may recognize and analyze a touch code. The touch screen module 1720 may be configured as separate hardware including a controller.

Various sensors may be provided inside or near the touch screen to detect a touch or a proximity touch of the touch screen. A tactile sensor is an example of a sensor for detecting a touch of a touch screen. A tactile sensor refers to a sensor that senses a touch of a specific object to the extent or higher than that felt by a human. The tactile sensor may sense various information such as the roughness of the contact surface, the hardness of the contact object, and the temperature of the contact point.

In addition, as an example of a sensor for detecting a touch of a touch screen, there is a proximity sensor.

The proximity sensor refers to a sensor that detects the presence or absence of an object approaching a predetermined detection surface or an object existing in the vicinity without mechanical contact using the force of an electromagnetic field or infrared rays. Examples of the proximity sensor include a transmission type photoelectric sensor, a direct reflection type photoelectric sensor, a mirror reflection type photoelectric sensor, a high frequency oscillation type proximity sensor, a capacitive type proximity sensor, a magnetic type proximity sensor, an infrared proximity sensor, and the like. The user's touch gesture may include a tap, touch & hold, double tap, drag, pan, flick, drag and drop, swipe, and the like.

The notification module 1730 may generate a signal for notifying the occurrence of an event in the device 1000 . Examples of the event generated in the device 1000 include call signal reception, message reception, key signal input, schedule notification, and the like. The notification module 1730 may output a notification signal in the form of a video signal through the display unit 1210 , may output a notification signal in the form of an audio signal through the sound output unit 1220 , and the vibration motor 1230 . It is also possible to output a notification signal in the form of a vibration signal through

10 is a block diagram of a game result prediction server 2000 according to some embodiments.

Referring to FIG. 10 , the match result prediction server 2000 may include a communication unit 2100 , a DB 2200 , and a control unit 2300 . However, not all of the components shown in FIG. 10 are essential components of the match result prediction server 2000 . The game result prediction server 2000 may be implemented by more components than the components shown in FIG. 10, and the game result prediction server 2000 may be implemented by fewer components than the components shown in FIG. have.

The communication unit 2100 may include one or more components that allow the game result prediction server 2000 to transmit and receive information related to the game result prediction service with the device 1000 . For example, the communication unit 2100 may include a short-range communication unit, a mobile communication unit, and a broadcast receiving unit.

The DB 2200 may store a program for processing and control of the controller 2300 , and may store data input to or output from the game result prediction server 2000 .

The DB 2200 is, for example, a flash memory type, a hard disk type, a multimedia card micro type, or a card type memory (eg, SD or XD). memory, etc.), RAM (Random Access Memory), SRAM (Static Random Access Memory), ROM (Read-Only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory), It may include at least one type of storage medium among a magnetic memory, a magnetic disk, and an optical disk, but is not limited thereto.

Also, the DB 2200 may include a game result DB 2210 for each game element and a weight DB 2220 for each user. The game result DB 2210 for each game element and the weight DB 2220 for each user may be logically or physically divided. The match result DB 2210 for each game element may store information about the match result for each game element. The weight DB 2220 for each user may store the changed weight and information about the accuracy of result prediction according to the changed weight for each user.

The controller 2300 may generally control the overall operation of the game result prediction server 2000 . The controller 2300 may control the communication unit 2100 and the DB 2200 and the like to control the operation of the game result prediction server 2000 in FIGS. 1 to 7 . Also, for example, the controller 2300 may control the communication unit 2100 and the DB 2200 by executing programs stored in the DB 2200 .

The controller 2300 may collect game information of a plurality of past games. The controller 2300 may collect game elements of a plurality of past games, data on game elements, predicted match results, and information about actual match results. Also, the controller 2300 may collect a weight changed by the user for each user and a match result predicted according to the changed weight. The controller 2300 may collect game information through crawling. Also, the controller 2300 may collect data through an API provided to the device 1000 . Also, the controller 2300 may obtain game information from the user's log information. The controller 2300 may convert the collected data into a DB according to a predetermined criterion, for example, may primarily analyze the DB data using a Neutral network algorithm.

The controller 2300 may group other games having a situation similar to that of a specific game. The controller 2300 may group games having similar data on at least one game element. The controller 2300 may group similar games for each game element.

The controller 2300 may determine a default weight of game elements used to predict a match result of a specific match based on the match results of other clustered matches. The controller 2300 may determine default weights of the game elements of a specific game by using the information on the match results and weights of other games having similar game elements. Also, the controller 2300 may determine the default weight of the specific game by reflecting the game element changed in real time among the game elements of the specific game.

The controller 2300 may provide a default weight to the device 1000 . The controller 2300 may provide a default weight to the device 1000 while providing game information of a specific game selected by the user to the device 1000 , but is not limited thereto.

The controller 2300 may receive the weight changed by the device 1000 from the device 1000 . The device 1000 may change a weight for each game element based on a user input, and may transmit information about the changed weight to the game result prediction server 2000 .

The controller 2300 may predict a match result of a specific match based on the changed weight. The controller 2300 may predict the match result by reflecting the weight changed for each game element, log information of the user, and the game element changed in real time. The game element that is changed in real time may include, for example, a player's injury, a player's transfer, and a remaining game issue of the team, and the controller 2300 may use various algorithms to predict the match result.

The controller 2300 may transmit guide information regarding the predicted match result and weight change to the device 1000 . The guide information may be information for guiding the user to change the weight, and may include, for example, a comment indicating that the weight changed by the user needs to be adjusted.

Some embodiments may also be implemented in the form of a recording medium including instructions executable by a computer, such as program modules to be executed by a computer. 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 both computer storage media and communication 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. Communication media typically includes computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave, or other transport mechanism, and includes any information delivery media.

Also, in this specification, “unit” may be a hardware component such as a processor or circuit, and/or a software component executed by a hardware component such as a processor.

The above description of the present invention is for illustration, and those of ordinary skill in the art to which the present invention pertains 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, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a dispersed form, and likewise 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 above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalent concepts should be interpreted as being included in the scope of the present invention. do.

Claims (22)

In a method for a device to provide a game result prediction service,
receiving a user input for selecting a specific game;
displaying a plurality of match elements used to predict the outcome of the selected match;
displaying objects for respectively changing weights for the game elements for each of the displayed game elements;
receiving a user input for changing the weights respectively matched to the game elements using the objects; and
displaying a prediction result for the selected game based on the changed weights;
includes,
The method is
displaying default weights corresponding to the plurality of game elements together with the plurality of game elements;
further comprising,
The default weights cluster other past games having a similar situation to the specific game by more than a preset value, and the method is to be determined by the server based on the results of the other clustered past games.
The method of claim 1,
The plurality of game elements represents a situation related to the game, and the plurality of game elements include a player's status participating in the game, a manager's status, the weather on the day the game is held, and a team competing in the game. at least two of the rankings.
delete delete The method of claim 1,
The default weights, based on the weight change history of another user who predicted the match result with an accuracy greater than or equal to a preset numerical value, the method will be determined by the server.
The method of claim 1,
transmitting the changed weights to a server; and
receiving, from the server, a prediction result for the selected specific game determined based on the changed weight;
further comprising,
The displaying of the prediction result may include displaying the prediction result received from the server.
7. The method of claim 6,
receiving guide information related to the changed weights from a server;
displaying the received guide information; and
receiving a user input for adjusting the changed weights;
Which will further include a method.
In a device for providing a game result prediction service,
a user input unit for receiving a user input for selecting a specific game;
a display unit for displaying data output from the device; and
a controller configured to display a plurality of game elements used to predict a result of the selected game by controlling the display unit, and display objects for changing weights for the game elements for each displayed game element;
includes,
The user input unit receives a user input for changing the weights respectively matched to the game elements using the objects,
The control unit, by controlling the display unit, displays a prediction result for the selected game based on the changed weights,
The device is
a communication unit that transmits the changed weights to a server and receives, from the server, a prediction result for the selected specific game determined based on the changed weights;
further comprising,
The communication unit receives guide information related to the changed weights from the server,
The display unit displays the received guide information,
The device, wherein the user input unit receives a user input for adjusting the changed weights.
delete delete A method for a server to provide a game result prediction service,
receiving an identification value of a specific game selected by the device from the device;
transmitting, to the device, a default weight of a match element used to predict a match result of the selected specific match;
receiving, from the device, a weight for the competition element changed by the device;
predicting a result of the specific match based on the received weight; and
transmitting the predicted match result to the device;
includes,
The method is
clustering other past matches having a similar situation to the specific game by more than a preset value, and determining the default weight based on match results of the other clustered past matches;
A method further comprising:
12. The method of claim 11,
The method, wherein the competition element and the object for changing the weight for the competition element are displayed together on the screen of the device.
The method of claim 12 , wherein the object is displayed on the screen of the device together with the competition element and the default weight.
delete 12. The method of claim 11,
In the determining of the default weight, the default weight is determined based on a weight change history of another user who predicted a match result with an accuracy greater than or equal to a preset numerical value.
In the server providing a game result prediction service,
a communication unit for receiving an identification value of a specific game selected by the device from the device;
a control unit for determining a default weight of a game element used to predict a match result of the selected specific match;
includes,
The communication unit transmits the determined default weight to the device, and receives a weight for the game element changed by the device from the device,
The control unit predicts the result of the specific game based on the received weight,
The control unit clusters other games in the past having a situation similar to the specific game by more than a preset value, and determines the default weight based on the results of the other clustered games in the past, the server.
17. The method of claim 16,
The game element and the object for changing the weight for the game element will be displayed together on the screen of the device, the server.
The server of claim 17 , wherein the object is displayed on the screen of the device together with the game element and the default weight.
delete 17. The method of claim 16,
The control unit, the server that determines the default weight based on the weight change history of another user who predicted the match result with an accuracy greater than or equal to a preset numerical value.
A computer-readable recording medium in which a program for executing the method of claim 1 in a computer is recorded.
A computer-readable recording medium recording a program for executing the method of claim 11 on a computer.

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