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Profile Based Team Captain Recommendation System

Author(s)
M.M.S. Missen Department of Computer Science & IT, Islamia University of Bahawalpur, Pakistan
D.M. Khan Department of Computer Science & IT, Islamia University of Bahawalpur, Pakistan
H. Asmat Department of Computer Science & IT, Islamia University of Bahawalpur, Pakistan
K. Faiz Department of Computer Science & IT, Islamia University of Bahawalpur, Pakistan
N.Akhtar Department of Computer Science & IT, Islamia University of Bahawalpur, Pakistan
Abstract
The selection of a team captain is dependent on the performance, discipline of players in terms of various parameters in the concerned sports. In this paper we propose a new research task of captain recommendation system along with an approach for recommending a future team captain. The idea is to match profiles of all candidates of captaincy with an ideal captain profile and the one having the highest similarity can be recommended as a captain. We use principal component analysis for this purpose. A real world dataset of more than 76 Captain of different countries is taken from Cricinfo - the world's largest database for game of cricket having information about 50000 players from all over the world.
Publication Details
Page(s) 83-89
DOI DOI not available
Published Journal: Technical Journal, Volume: 24, Issue: 3, Year: 2019

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Keywords
Prediction, Cricket, Recommendation Systems
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