@inproceedings{7965a16d7b41484f938395bc50bcd45f,
title = "Temporal Match Analysis and Recommending Substitutions in Live Soccer Games",
abstract = "Soccer is one of the most complex and dynamic games. It is challenging to figure out the game's pattern in real-time. We propose a novel network metric and entropy-based live soccer analytic framework (NMELSA) that identifies the opponent team's tactics in a live soccer match by observing all the events until the specified minute of the game. We design a live game replacement model which recommends substitute players based on the on-field players' live game ratings. Experimental results on a real-world dataset demonstrate the efficiency of our proposed approach.",
keywords = "Event stream data, Feature detection, Forest Deep Neural Network, Live soccer analysis, Temporal Clustering",
author = "Yuval Berman and Sajib Mistry and Joby Mathew and Aneesh Krishna",
note = "Funding Information: ACKNOWLEDGMENT This initiative was funded by the Department of Defence and the Office of National Intelligence, Australia under the AI for Decision Making Program, delivered in partnership with the Curtin University and Pawsey Supercomputing Centre in Western Australia. The statements made herein are solely the responsibility of the authors. Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Web Services, ICWS 2022 ; Conference date: 11-07-2022 Through 15-07-2022",
year = "2022",
doi = "10.1109/ICWS55610.2022.00066",
language = "English",
series = "Proceedings - IEEE International Conference on Web Services, ICWS 2022",
publisher = "IEEE, Institute of Electrical and Electronics Engineers",
pages = "397--404",
editor = "Ardagna, {Claudio Agostino} and Nimanthi Atukorala and Boualem Benatallah and Athman Bouguettaya and Fabio Casati and Chang, {Carl K.} and Chang, {Rong N.} and Ernesto Damiani and Guegan, {Chirine Ghedira} and Robert Ward and Fatos Xhafa and Xiaofei Xu and Jia Zhang",
booktitle = "Proceedings - IEEE International Conference on Web Services, ICWS 2022",
address = "United States",
}