TY - GEN
T1 - Flickr group recommendation based on tensor decomposition
AU - Zheng, Nan
AU - Li, Qiudan
AU - Liao, Shengcai
AU - Zhang, Leiming
PY - 2010
Y1 - 2010
N2 - Over the last few years, Flickr has gained massive popularity and groups in Flickr are one of the main ways for photo diffusion. However, the huge volume of groups brings troubles for users to decide which group to choose. In this paper, we propose a tensor decomposition-based group recommendation model to suggest groups to users which can help tackle this problem. The proposed model measures the latent associations between users and groups by considering both semantic tags and social relations. Experimental results show the usefulness of the proposed model.
AB - Over the last few years, Flickr has gained massive popularity and groups in Flickr are one of the main ways for photo diffusion. However, the huge volume of groups brings troubles for users to decide which group to choose. In this paper, we propose a tensor decomposition-based group recommendation model to suggest groups to users which can help tackle this problem. The proposed model measures the latent associations between users and groups by considering both semantic tags and social relations. Experimental results show the usefulness of the proposed model.
KW - Flickr group
KW - Group recommendation
KW - Tensor decomposition
UR - http://www.scopus.com/inward/record.url?scp=77956019823&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77956019823&partnerID=8YFLogxK
U2 - 10.1145/1835449.1835591
DO - 10.1145/1835449.1835591
M3 - Conference contribution
AN - SCOPUS:77956019823
SN - 9781605588964
T3 - SIGIR 2010 Proceedings - 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
SP - 737
EP - 738
BT - SIGIR 2010 Proceedings - 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
T2 - 33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010
Y2 - 19 July 2010 through 23 July 2010
ER -