Towards next generation multimedia recommendation systems

Jialie Shen; Xian Sheng Hua; Emre Sargin

doi:10.1145/2502081.2502233

Towards next generation multimedia recommendation systems

Jialie Shen, Xian Sheng Hua, Emre Sargin

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

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	https://doi.org/10.1145/2502081.2502233
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/Territory	Spain
City	Barcelona
Period	21/10/13 → 25/10/13

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10.1145/2502081.2502233

Cite this

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title = "Towards next generation multimedia recommendation systems",

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.",

keywords = "Multimedia, Next generation recommendation systems",

author = "Jialie Shen and Hua, {Xian Sheng} and Emre Sargin",

year = "2013",

month = nov,

day = "18",

doi = "10.1145/2502081.2502233",

language = "English",

isbn = "9781450324045",

pages = "1109",

booktitle = "MM 2013 - Proceedings of the 2013 ACM Multimedia Conference",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

note = "21st ACM International Conference on Multimedia, MM 2013 ; Conference date: 21-10-2013 Through 25-10-2013",

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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

AN - SCOPUS:84887472283

SN - 9781450324045

SP - 1109

BT - MM 2013 - Proceedings of the 2013 ACM Multimedia Conference

PB - Association for Computing Machinery (ACM)

CY - Barcelona, Spain

T2 - 21st ACM International Conference on Multimedia, MM 2013

Y2 - 21 October 2013 through 25 October 2013

ER -

Towards next generation multimedia recommendation systems

Abstract

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