Title :
Support based measures applied to ice hockey scoring summaries
Author :
Kram, B.P. ; Hall, James A. ; Hamilton, Howard J.
Author_Institution :
Regina Univ., Sask., Canada
Abstract :
We present the hockey line extraction (HLE) algorithm, which examines ice hockey scoring summaries in an attempt to determine a team´s lines. The players on a hockey team are divided into units called “lines” that appear together on the ice. The HLE algorithm uses single link clustering, support based measures and positional information to identify lines of players. The hockey lines software enables users to view relationships between players on a team based on time period and either support or confidence
Keywords :
data mining; game theory; hockey line extraction; hockey lines software; ice hockey scoring; ice hockey scoring summaries; single link clustering; support based measures; Clustering algorithms; Data analysis; Data mining; Databases; Gunshot detection systems; Ice; Pattern analysis; Position measurement; Statistical analysis; Statistics;
Conference_Titel :
Tools with Artificial Intelligence, 2000. ICTAI 2000. Proceedings. 12th IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7695-0909-6
DOI :
10.1109/TAI.2000.889893
