DocumentCode
1826333
Title
Review mining for music digital libraries: phase II
Author
Downie, J. Stephen ; Hu, Xiao
Author_Institution
Illinois Univ., Champaign, IL
fYear
2006
fDate
38869
Firstpage
196
Lastpage
197
Abstract
We continue our work on the automatic mining of user-created music reviews towards the goal of connecting user opinions to music objects in music digital libraries (MDL). We demonstrate an experimental system which automatically discovered the key descriptive patterns that differentiated positive from negative reviews which helps us to better understand our successful phase I results. Comparison to an earlier study indicates an important consistency across projects that warrants further investigation
Keywords
data mining; digital libraries; information retrieval; music; pattern classification; reviews; descriptive patterns; music digital libraries; user-created music review mining; Content based retrieval; Indexing; Information analysis; Joining processes; Music information retrieval; Pattern analysis; Permission; Software libraries; Statistics; Tagging; descriptive patterns; frequent pattern mining; music reviews;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Libraries, 2006. JCDL '06. Proceedings of the 6th ACM/IEEE-CS Joint Conference on
Conference_Location
Chapel Hill, NC
Print_ISBN
1-59593-354-9
Type
conf
DOI
10.1145/1141753.1141796
Filename
4119123
Link To Document