Stats aren`t everything: Learning strengths and weaknesses of cricket players

Strengths and weaknesses of individual players are understood informally by players themselves, coaches, and team management. However, there is no specific computational method to obtain strengths and weaknesses. The objective of this work is to obtain rules describing the strengths and weaknesses of cricket players. Instead of looking at the traditional statistics, which are nothing but the raw counts of certain events in the game, we focus on cricket text commentaries, which are written narratives giving a detailed description of a minute-by-minute account of the game while it is unfolding.
© Copyright 2020 Machine Learning and Data Mining for Sports Analytics. KU Leuven. Published by Springer. All rights reserved.

Bibliographic Details
Subjects:
Notations:sport games
Published in:Machine Learning and Data Mining for Sports Analytics
Language:English
Published: Cham Springer 2020
Online Access:http://doi.org/10.1007/978-3-030-64912-8_7
Pages:79-88
Document types:article
Level:advanced