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Player Pairs Valuation in Ice Hockey
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- Ljung, Dennis (author)
- Linköpings universitet,Databas och informationsteknik,Tekniska fakulteten
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- Carlsson, Niklas, 1977- (author)
- Linköpings universitet,Databas och informationsteknik,Tekniska fakulteten,IDA/ADIT
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- Lambrix, Patrick, Professor, 1965- (author)
- Linköpings universitet,Databas och informationsteknik,Tekniska fakulteten,IDA/ADIT
- (creator_code:org_t)
- 2019-04-07
- 2019
- English.
- In: Proceedings of the 5th Workshop on Machine Learning and Data Mining for Sports Analytics. - Cham : Springer. - 9783030172732 - 9783030172749 ; , s. 82-92
- Conference paper (peer-reviewed)
Abstract
Subject headings
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- To overcome the shortcomings of simple metrics for evaluating player performance, recent works have introduced more advanced metrics that take into account the context of the players’ actions and perform look-ahead. However, as ice hockey is a team sport, knowing about individual ratings is not enough and coaches want to identify players that play particularly well together. In this paper we therefore extend earlier work for evaluating the performance of players to the related problem of evaluating the performance of player pairs. We experiment with data from seven NHL seasons, discuss the top pairs, and present analyses and insights based on both the absolute and relative ice time together.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Keyword
- Sports analytics
- ice hockey
Publication and Content Type
- ref (subject category)
- kon (subject category)
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