Abstract
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.
| Original language | English |
|---|---|
| Title of host publication | MM 2013 - Proceedings of the 2013 ACM Multimedia Conference |
| Place of Publication | Barcelona, Spain |
| Publisher | Association for Computing Machinery (ACM) |
| Pages | 1109 |
| Number of pages | 1 |
| ISBN (Print) | 9781450324045 |
| DOIs | |
| Publication status | Published - 18 Nov 2013 |
| Externally published | Yes |
| Event | 21st ACM International Conference on Multimedia, MM 2013 - Barcelona, Spain Duration: 21 Oct 2013 → 25 Oct 2013 |
Conference
| Conference | 21st ACM International Conference on Multimedia, MM 2013 |
|---|---|
| Country | Spain |
| City | Barcelona |
| Period | 21/10/13 → 25/10/13 |
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Towards next generation multimedia recommendation systems. / Shen, Jialie; Hua, Xian Sheng; Sargin, Emre.
MM 2013 - Proceedings of the 2013 ACM Multimedia Conference. Barcelona, Spain : Association for Computing Machinery (ACM), 2013. p. 1109.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › Research › peer-review
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 Paper published in Proceedings
SN - 9781450324045
SP - 1109
BT - MM 2013 - Proceedings of the 2013 ACM Multimedia Conference
PB - Association for Computing Machinery (ACM)
CY - Barcelona, Spain
ER -