Unlock instant, AI-driven research and patent intelligence for your innovation.

Method and system for interactive, interpretable, and improved match and player performance predictions in team sports

A team and player technique used in the field of predicting pre- and in-game results

Pending Publication Date: 2021-01-26
斯塔特斯公司
View PDF7 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Therefore, there is an ongoing race to develop systems that can more accurately predict the outcome of sporting events

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Method and system for interactive, interpretable, and improved match and player performance predictions in team sports
  • Method and system for interactive, interpretable, and improved match and player performance predictions in team sports
  • Method and system for interactive, interpretable, and improved match and player performance predictions in team sports

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] One or more techniques disclosed herein relate generally to systems and methods for generating predicted outcomes of sporting events (eg, "games"). For example, one or more techniques disclosed herein address predicting the outcome of a game before the game begins and while the game is in progress.

[0027] In some embodiments, one or more of the techniques disclosed herein exploits the ability of individualized predictions to generate a prediction model prior to the start of a game to capture the low-level nonlinearities that exist between player performances within a team, thereby Generate forecast results. For example, the rationale behind this approach is that players and teams may have different levels of talent, but the level of talent they can demonstrate may be intrinsically linked to other players on the field as well as their opponents. While this approach may be intuitive, it has proven to be very challenging to do in practice due to the large number of perm...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

A method of generating an outcome for a sporting event is disclosed herein. A computing system retrieves tracking data from a data store. The computing system generates a predictive model using a deepneural network. The one or more neural networks of the deep neural network generates one or more embeddings comprising team-specific information and agent- specific information based on the trackingdata. The computing system selects, from the tracking data, one or more features related to a current context of the sporting event. The computing system learns, by the deep neural network, one or more likely outcomes of one or more sporting events. The computing system receives a pre-match lineup for the sporting event. The computing system generates, via the predictive model, a likely outcome ofthe sporting event based on historical information of each agent for the home team, each agent for the away team, and team-specific features.

Description

[0001] Cross References to Related Applications [0002] This application claims reference to US Provisional Application Serial No. 62 / 619,894, filed January 21, 2018, which is hereby incorporated by reference in its entirety. technical field [0003] The present disclosure relates generally to systems and methods for generating predictive models, and more particularly to systems and methods for predicting pre-game and in-game outcomes. Background technique [0004] Sports fans and data analysts have increasingly become deeply entrenched in sports analytics, specifically predicting the outcome of games before and during games. For example, as a lead up to a big game, sports networks continue to host debate shows in which multiple parties argue over which team will win the upcoming game. However, this analysis does not stop until the game is over. A typical "Monday Morning Quarterback" sportscaster, for example, debates how the outcome of the game would change if the coach ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): A63F13/65A63F13/812G06N3/08G06N7/00
CPCG06N20/20G06N3/084G06N5/01G06N3/048G06N7/01G06N3/045A63B71/0605G06N3/08A63B71/0622G06N3/042A63B71/0616
Inventor H·鲁伊斯S·甘古利N·弗兰克P·卢西
Owner 斯塔特斯公司
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com