Graduate School and Research Center in Digital Sciences

Serendipity-driven celebrity video hyperlinking

Yang, Shujun; Pang, Lei; Ngo, Cho-Wah; Huet, Benoit

ICMR 2016, ACM International Conference on Multimedia Retrieval, June 6-9, 2016, New York, USA

This demo showcases the utility of video hyperlinks with celebrities as the link anchors and their social circles as targets, aiming to help users quickly explore the aboutness of a celebrity by link traversal. Through content analysis, our system embeds hyperlinks into videos such that users can click-and-jump between celebrity faces in different videos to get-to-know their social circles. One peculiar feature is the ability of the system in providing links that maximize users' chance encounter, or serendipitous experience, beyond information need. Our system is enabled by two key components, name-face association and diversity-based ranking, for the aboutness and serendipityfeatures respectively in hyperlinking. The former component assigns names video faces while mining celebrity social networks. The latter performs topic modeling so as to rank videos based on topic diversity.

Document Doi Bibtex

Title:Serendipity-driven celebrity video hyperlinking
Keywords:Video hyperlinking; Face naming; Serendipity
Type:Conference
Language:English
City:New York
Country:UNITED STATES
Date:
Department:Data Science
Eurecom ref:4919
Copyright: © ACM, 2016. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ICMR 2016, ACM International Conference on Multimedia Retrieval, June 6-9, 2016, New York, USA http://dx.doi.org/10.1145/2911996.2912029
Bibtex: @inproceedings{EURECOM+4919, doi = {http://dx.doi.org/10.1145/2911996.2912029}, year = {2016}, title = {{S}erendipity-driven celebrity video hyperlinking}, author = {{Y}ang, {S}hujun and {P}ang, {L}ei and {N}go, {C}ho-{W}ah and {H}uet, {B}enoit}, booktitle = {{ICMR} 2016, {ACM} {I}nternational {C}onference on {M}ultimedia {R}etrieval, {J}une 6-9, 2016, {N}ew {Y}ork, {USA}}, address = {{N}ew {Y}ork, {UNITED} {STATES}}, month = {06}, url = {http://www.eurecom.fr/publication/4919} }
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