Ecole d'ingénieur et centre de recherche en Sciences du numérique

Event representation and visualization from social media

Liu, Xueliang; Huet, Benoit

PCM 2013, 14th Pacific-Rim Conference on Multimedia, 13-16 December 2013, Nanjing, China / Also published in LNCS, Volume 8294/2013

The user generated content, available in massive amounts in social media, is receiving increased attention due to its many potential applications. One of such applications is the representation of events with multimedia data. This paper addresses the problem of retrieving and summarizing events on a given topic, and propose a novel and original framework for leveraging social media data to extract and illustrate social events automatically on any given query. The problem is tackled in three steps. First, the input query is parsed semantically to identify the topic, location, and time information related to the event of interest. Then, we use the parsed information to mine the latest and hottest related events from social news web services. In the end, for each event, we retrieve both relevant tweets on Twitter and compelling images from Google image search. The resulting documents are shown within a vivid interface featuring both event description, tag cloud and photo collage.

Document Doi Bibtex

Titre:Event representation and visualization from social media
Type:Conférence
Langue:English
Ville:Nanjing
Pays:CHINE
Date:
Département:Data Science
Eurecom ref:4159
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in PCM 2013, 14th Pacific-Rim Conference on Multimedia, 13-16 December 2013, Nanjing, China / Also published in LNCS, Volume 8294/2013 and is available at : http://dx.doi.org/10.1007/978-3-319-03731-8_69
Bibtex: @inproceedings{EURECOM+4159, doi = {http://dx.doi.org/10.1007/978-3-319-03731-8_69}, year = {2013}, title = {{E}vent representation and visualization from social media}, author = {{L}iu, {X}ueliang and {H}uet, {B}enoit}, booktitle = {{PCM} 2013, 14th {P}acific-{R}im {C}onference on {M}ultimedia, 13-16 {D}ecember 2013, {N}anjing, {C}hina / {A}lso published in {LNCS}, {V}olume 8294/2013}, address = {{N}anjing, {CHINE}}, month = {12}, url = {http://www.eurecom.fr/publication/4159} }
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