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

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 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: © ACM, 2018. 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 MMM 2018, 24th International Conference on Multimedia Modeling, February 5-8, 2018, Bangkok, Thailand
Bibtex: @inproceedings{EURECOM+5385, 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}, address = {{B}angkok, {THA}{\"{I}}{LANDE}}, month = {02}, url = {http://www.eurecom.fr/publication/5385} }
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