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

Mining the web for multimedia-based enriching

Sahuguet, Mathilde; Huet, Benoit

MMM 2014, 20th International Conference on MultiMedia Modeling, 8-10th January 2014, Dublin, Ireland / Also published in LNCS, Volume 8326/2014

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. We aim at performing topic enriching using media items mined from social media sharing platforms. Nevertheless, such data collected from the Web is likely to contain noise, hence the need to further process collected documents to ensure relevance. To this end, we designed an approach to automatically propose a cleaned set of media items related to events mined from search trends. Events are described using word tags and a pool of videos is linked to each event in order to propose relevant content. This pool has previously been ltered out from non-relevant data using information retrieval techniques. We report the results of our approach by automatically illustrating the popular moments of four celebrities.

Document Doi Bibtex

Titre:Mining the web for multimedia-based enriching
Type:Conférence
Langue:English
Ville:Dublin
Pays:IRLANDE
Date:
Département:Data Science
Eurecom ref:4154
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in MMM 2014, 20th International Conference on MultiMedia Modeling, 8-10th January 2014, Dublin, Ireland / Also published in LNCS, Volume 8326/2014 and is available at : http://dx.doi.org/10.1007/978-3-319-04117-9_24
Bibtex: @inproceedings{EURECOM+4154, doi = {http://dx.doi.org/10.1007/978-3-319-04117-9_24}, year = {2014}, title = {{M}ining the web for multimedia-based enriching}, author = {{S}ahuguet, {M}athilde and {H}uet, {B}enoit}, booktitle = {{MMM} 2014, 20th {I}nternational {C}onference on {M}ulti{M}edia {M}odeling, 8-10th {J}anuary 2014, {D}ublin, {I}reland / {A}lso published in {LNCS}, {V}olume 8326/2014}, address = {{D}ublin, {IRLANDE}}, month = {01}, url = {http://www.eurecom.fr/publication/4154} }
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