LabA resources

Some articles to get you started: 

1. Data Mining in Sports Analytics

R. Parmezan Bonidia, J. Duilio Brancher and R. Marques Busto, "Data Mining in Sports: A Systematic Review," in IEEE Latin America Transactions, vol. 16, no. 1, pp. 232-239, Jan. 2018, doi: 10.1109/TLA.2018.8291478. keywords: {Data mining;Libraries;Google;Systematics;Training;Electronic mail;IEEE transactions;Data Mining;Data Mining in Sports;Sports},

Davis, Jesse, et al. "Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned." EBeM@ IJCAI. 2022.

Ghosh, Indrajeet, et al. "Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective." Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13.5 (2023): e1496.

2. Mobile Health (mHealth) and Wearable Technology in Sports

Seçkin, Ahmet Çağdaş, Bahar Ateş, and Mine Seçkin. "Review on Wearable Technology in sports: Concepts, Challenges and opportunities." Applied Sciences 13.18 (2023): 1039

Iliadis, Alexandros, et al. "A novel mhealth monitoring system during cycling in elite athletes." International Journal of Environmental Research and Public Health 18.9 (2021): 4788.

3. Mobile Applications in Sports

Zadeh, Amir, et al. "Predicting sports injuries with wearable technology and data analysis." Information Systems Frontiers 23 (2021): 1023-1037

T. S. Perry, "Engineering the First Fitbit: The Fitness Tracker's Creators Had a Billion-Dollar Idea—and a Lot to Learn About Hardware," in IEEE Spectrum, vol. 61, no. 9, pp. 40-47, September 2024, doi: 10.1109/MSPEC.2024.10669240. keywords: {Wearable Health Monitoring Systems;Games;Motion detection;Sports;Park, James;Entrepreneurship;Product design;Product development;Market research},

4. Player and Performance Tracking through Mobile and GPS Data

Liu, Jingbin, et al. "A survey on location and motion tracking technologies, methodologies and applications in precision sports." Expert Systems with Applications 229 (2023): 120492.

Molloy, Joseph, et al. "The MOBIS dataset: a large GPS dataset of mobility behaviour in Switzerland." Transportation 50.5 (2023): 1983-2007.

5. Privacy, Ethics, and Security in Sports Data Mining

Qi, Yufei, et al. "Digital technologies in sports: Opportunities, challenges, and strategies for safeguarding athlete wellbeing and competitive integrity in the digital era." Technology in Society(2024): 102496.