Title :
Video recommendations for the open video project
Author :
Bollen, Johan ; Nelson, Michael L. ; Araujo, Raquel ; Geisler, Gary
Author_Institution :
Res. Libr., Los Alamos Nat. Lab., NM
Abstract :
We describe a DL multimedia recommender system implemented for the Open Video project. Recommendations are generated by a spreading activation algorithm operating on a video network created from log download sequences. We compared the system´s recommendations to those generated by a collaborative filtering technique
Keywords :
information filters; multimedia computing; video databases; DL multimedia recommender system; Open Video project; log download sequences; recommender system; spreading activation algorithm; video network; video recommendations; Collaboration; Earthquakes; Electric shock; Filtering algorithms; Hurricanes; Laboratories; Multimedia systems; Recommender systems; Software libraries; Video sharing; digital library; log data; recommender system;
Conference_Titel :
Digital Libraries, 2005. JCDL '05. Proceedings of the 5th ACM/IEEE-CS Joint Conference on
Conference_Location :
Denver, CO
Print_ISBN :
1-58113-876-8
DOI :
10.1145/1065385.1065472
