TY - GEN
T1 - Towards next generation multimedia recommendation systems
AU - Shen, Jialie
AU - Hua, Xian Sheng
AU - Sargin, Emre
PY - 2013/11/18
Y1 - 2013/11/18
N2 - Empowered by advances in information technology, such as social media network, digital library and mobile computing, there emerges an ever-increasing amounts of multimedia data. As the key technology to address the problem of information overload, multimedia recommendation system has been received a lot of attentions from both industry and academia. This course aims to 1) provide a series of detailed review of state-of-the-art in multimedia recommendation; 2) analyze key technical challenges in developing and evaluating next generation multimedia recommendation systems from different perspectives and 3) give some predictions about the road lies ahead of us.
AB - Empowered by advances in information technology, such as social media network, digital library and mobile computing, there emerges an ever-increasing amounts of multimedia data. As the key technology to address the problem of information overload, multimedia recommendation system has been received a lot of attentions from both industry and academia. This course aims to 1) provide a series of detailed review of state-of-the-art in multimedia recommendation; 2) analyze key technical challenges in developing and evaluating next generation multimedia recommendation systems from different perspectives and 3) give some predictions about the road lies ahead of us.
KW - Multimedia
KW - Next generation recommendation systems
UR - http://www.scopus.com/inward/record.url?scp=84887472283&partnerID=8YFLogxK
U2 - 10.1145/2502081.2502233
DO - 10.1145/2502081.2502233
M3 - Conference contribution
AN - SCOPUS:84887472283
SN - 9781450324045
T3 - MM 2013 - Proceedings of the 2013 ACM Multimedia Conference
BT - MM 2013 - Proceedings of the 2013 ACM Multimedia Conference
T2 - 21st ACM International Conference on Multimedia, MM 2013
Y2 - 21 October 2013 through 25 October 2013
ER -