Title :
Review mining for music digital libraries: phase II
Author :
Downie, J. Stephen ; Hu, Xiao
Author_Institution :
Illinois Univ., Champaign, IL
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;
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
DOI :
10.1145/1141753.1141796
