Awesome-Sports-Analytics

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Awesome-Sports-Analytics

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An ultimately comprehensive paper list of sports analytics, including papers, codes, and related websites

Awesome-Sports-Analytics 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Awesome-Sports-Analytics [![Awesome](https://awesome.re/badge-flat.svg)](https://awesome.re)
![Version](https://img.shields.io/badge/Version-1.0-ff69b4.svg) ![LastUpdated](https://img.shields.io/badge/LastUpdated-2023.02-lightgrey.svg)![Topic](https://img.shields.io/badge/Topic-sports%20analytics-yellow?logo=github)

This repo contains a comprehensive paper list of sports analytics, including papers, codes, and related websites.

This list is maintained by [Wei-Yao Wang](https://wywywang.github.io/). (Actively keep updating)

If you find some ignored papers, **feel free to [*create pull requests*](https://github.com/wywyWang/Awesome-Sports-Analytics/blob/main/How-to-PR.md), [*open issues*](https://github.com/wywyWang/Awesome-Sports-Analytics/issues/new), or [*email* me](mailto:sf1638.cs05@nctu.edu.tw)**. <br> 
Contributions in any form to make this list more comprehensive are welcome.

If you find this repository useful, please consider **[citing](#citation)** and **★STARing** this list. <br>
Feel free to share this list with others!

---

## Overview
- [Badminton](#badminton)
- [Soccer](#soccer)
- [Basketball](#basketball)
- [Baseball](#baseball)
- [Ice Hockey](#ice-hockey)
- [Table Tennis](#table-tennis)
- [Other Sports](#other-sports)
- [Across Multiple Sports](#across-multiple-sports)

---

## Badminton
- "Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton", AAAI, 2023 (*National Yang Ming Chiao Tung University*). [[Paper](https://arxiv.org/abs/2211.12217)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Movement%20Forecasting)]
- "A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract)", AAAI, 2023 (*National Yang Ming Chiao Tung University*). [[Paper](https://arxiv.org/abs/2211.12234)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Strategic%20Environment)]
- "Modeling Turn-Based Sequences for Player Tactic Applications in Badminton Matches", CIKM, 2022 (*National Yang Ming Chiao Tung University*). [[Paper](https://dl.acm.org/doi/abs/10.1145/3511808.3557820)]
- "TIVEE: Visual Exploration and Explanation of Badminton Tactics in Immersive Visualizations", IEEE TVCG, 2022 (*Nagoya University + RIKEN Center for Advanced Intelligence Project + JST PRESTO*). [[Paper](https://ieeexplore.ieee.org/document/9557225)]
- "Deep Reinforcement Learning in a Racket Sport for Player Evaluation With Technical and Tactical Contexts", IEEE Access, 2022 (*Zhejiang University + University of California San Diego*). [[Paper](https://ieeexplore.ieee.org/document/9775086)]
- "How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies", ACM TIST, 2022 (*National Yang Ming Chiao Tung University*). [[Paper](https://dl.acm.org/doi/full/10.1145/3551391)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Shot%20Influence)]
- "ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton", AAAI, 2022 (*National Yang Ming Chiao Tung University*). [[Paper](https://ojs.aaai.org/index.php/AAAI/article/view/20341)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Stroke%20Forecasting)]
- "Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches", ICDM, 2021 (*National Yang Ming Chiao Tung University*). [[Paper](https://ieeexplore.ieee.org/document/9679184)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Shot%20Influence)]
- "Badminton match outcome prediction model using Naïve Bayes and Feature Weighting technique", JAIHC, 2020 (*MRSPTU + Banasthali Vidyapith + Panjab University*). [[Paper](https://link.springer.com/article/10.1007/s12652-020-02578-8)]
- "Badminton Coach AI: A Badminton Match Data Analysis Platform Based on Deep Learning", Physical Education Journal, 2020 (*National Yang Ming Chiao Tung University*). [[Paper](https://www.airitilibrary.com/Publication/alDetailedMesh?docid=10247297-202006-202007060015-202007060015-201-213)] [[Code](https://github.com/wywyWang/CoachAI-Projects/tree/main/Visualization%20Platform)]
- "Feasibility of Smartphone-Based Badminton Footwork Performance Assessment System", Sensors, 2020 (*National Cheng Kung University + National Yang Ming Chiao Tung University*). [[Paper](https://www.mdpi.com/1424-8220/20/21/6035)]
- "CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis", APNOMS, 2019 (*National Yang Ming Chiao Tung University*). [[Paper](https://ieeexplore.ieee.org/document/8893039)]
- "Badminton Video Analysis based on Spatiotemporal and Stroke Features", ICMR, 2017 (*National Chung Cheng University*). [[Paper](https://dl.acm.org/doi/10.1145/3078971.3079032)]
- "Application of Computer Vision and Vector Space Model for Tactical Movement Classification in Badminton", CVPRW, 2017 (*Monash University*). [[Paper](https://ieeexplore.ieee.org/document/8014756)]