Graduate School and Research Center in Digital Sciences

Socially motivated multimedia topic timeline summarization

Sahuguet, Mathilde; Huet, Benoit

SAM 2013, 2nd ACM International Workshop on Socially-Aware Multimedia, In conjunction with ACM Multimedia 2013, 21 October 2013, Barcelona, Spain

As the amount of social media shared on the Internet grows increasingly, it becomes possible to explore a topic with a novel, people based viewpoint. Contrasting with traditional man-made topic summarization which provide the personal view of its author, we want to focus on public reaction to events. To this end, we propose an approach to automatically generate a timeline of popular events related to a given topic. Time segments of interest are extracted from Google Trends results using a simple statistical approach. Each event, relevant to the speci ed topic, is illustrated on a time-line by videos mined from social media sharing platforms that gives context to the events and o ers an overview of what has caught people's attention. We report the results provided by our approach for automatically illustrating the popular moments of four celebrities.

Document Doi Bibtex

Title:Socially motivated multimedia topic timeline summarization
Keywords:Video-based highlights, Timeline, Search Trends, Web Min-ng, Video Search, Social Media, Summarization
Type:Conference
Language:English
City:Barcelona
Country:SPAIN
Date:
Department:Data Science
Eurecom ref:4115
Copyright: © ACM, 2013. 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 SAM 2013, 2nd ACM International Workshop on Socially-Aware Multimedia, In conjunction with ACM Multimedia 2013, 21 October 2013, Barcelona, Spain http://dx.doi.org/10.1145/2509916.2509925
Bibtex: @inproceedings{EURECOM+4115, doi = {http://dx.doi.org/10.1145/2509916.2509925}, year = {2013}, title = {{S}ocially motivated multimedia topic timeline summarization}, author = {{S}ahuguet, {M}athilde and {H}uet, {B}enoit}, booktitle = {{SAM} 2013, 2nd {ACM} {I}nternational {W}orkshop on {S}ocially-{A}ware {M}ultimedia, {I}n conjunction with {ACM} {M}ultimedia 2013, 21 {O}ctober 2013, {B}arcelona, {S}pain}, address = {{B}arcelona, {SPAIN}}, month = {10}, url = {http://www.eurecom.fr/publication/4115} }
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