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

Rethinking summarization and storytelling for modern social multimedia

Rudinac, Stevan; Chua, Tat-Seng; Diaz-Ferreyra, Nicolas; Friedland, Gerald; Gornostaja, Tatjana; Huet, Benoit; Kaptein, Rianne; Linden, Krister; Moens, Marie-Francine; Peltonen, Jaakko; Redi, Miriam; Schedl, Markus; Shamma, David A; Smeaton, Alan; Xie, Lexing

MMM 2018, 24th International Conference on Multimedia Modeling, February 5-8, 2018, Bangkok, Thailand / Also published in LNCS, Vol.10704

Traditional summarization initiatives have been focused on speci c types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to refocus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for exible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation.

Document Doi Bibtex

Titre:Rethinking summarization and storytelling for modern social multimedia
Mots Clés:Social multimedia, Summarization, Storytelling
Type:Conférence
Langue:English
Ville:Bangkok
Pays:THAÏLANDE
Date:
Département:Data Science
Eurecom ref:5385
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in MMM 2018, 24th International Conference on Multimedia Modeling, February 5-8, 2018, Bangkok, Thailand / Also published in LNCS, Vol.10704 and is available at : http://doi.org/10.1007/978-3-319-73603-7_51
Bibtex: @inproceedings{EURECOM+5385, doi = {http://doi.org/10.1007/978-3-319-73603-7_51}, year = {2018}, title = {{R}ethinking summarization and storytelling for modern social multimedia}, author = {{R}udinac, {S}tevan and {C}hua, {T}at-{S}eng and {D}iaz-{F}erreyra, {N}icolas and {F}riedland, {G}erald and {G}ornostaja, {T}atjana and {H}uet, {B}enoit and {K}aptein, {R}ianne and {L}inden, {K}rister and {M}oens, {M}arie-{F}rancine and {P}eltonen, {J}aakko and {R}edi, {M}iriam and {S}chedl, {M}arkus and {S}hamma, {D}avid {A} and {S}meaton, {A}lan and {X}ie, {L}exing}, booktitle = {{MMM} 2018, 24th {I}nternational {C}onference on {M}ultimedia {M}odeling, {F}ebruary 5-8, 2018, {B}angkok, {T}hailand / {A}lso published in {LNCS}, {V}ol.10704}, address = {{B}angkok, {THA}{\"{I}}{LANDE}}, month = {02}, url = {http://www.eurecom.fr/publication/5385} }
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