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

E²SGM: Event enrichment and summarization by graph model

Liu, Xueliang; Wang, Feifei; Huet, Benoit; Wang, Feng

MMM 2016, 22nd International Conference on Multimedia Modelling, January 4-6, 2016, Miami, USA / Also published in LNCS, Vol. 9517/2016

In recent years, organizing social media by social event has drawn increasing attentions with the increasing amounts of rich-media content taken during an event. In this paper, we address the social event enrichment and summarization problem and propose a demon- stration system E2SGM to summarize the event with relevant media selected from a large-scale user contributed media dataset. In the proposed method, the relevant candidate medias are rst retrieved by coarse search method. Then, a graph ranking algorithm is proposed to rank media items according to their relevance to the given event. Finally, the media items with high ranking scores are structured following a chronologically ordered layout and the textual metadata are extracted to generate the tag cloud. The work is concluded in an intuitive event summarization interface to help users grasp the essence of the event.

Document Doi Bibtex

Titre:E²SGM: Event enrichment and summarization by graph model
Type:Conférence
Langue:English
Ville:Miami
Pays:ÉTATS-UNIS
Date:
Département:Data Science
Eurecom ref:4791
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in MMM 2016, 22nd International Conference on Multimedia Modelling, January 4-6, 2016, Miami, USA / Also published in LNCS, Vol. 9517/2016 and is available at : http://dx.doi.org/10.1007/978-3-319-27674-8_32
Bibtex: @inproceedings{EURECOM+4791, doi = {http://dx.doi.org/10.1007/978-3-319-27674-8_32}, year = {2016}, title = {{E}²{SGM}: {E}vent enrichment and summarization by graph model}, author = {{L}iu, {X}ueliang and {W}ang, {F}eifei and {H}uet, {B}enoit and {W}ang, {F}eng}, booktitle = {{MMM} 2016, 22nd {I}nternational {C}onference on {M}ultimedia {M}odelling, {J}anuary 4-6, 2016, {M}iami, {USA} / {A}lso published in {LNCS}, {V}ol. 9517/2016}, address = {{M}iami, {\'{E}}{TATS}-{UNIS}}, month = {01}, url = {http://www.eurecom.fr/publication/4791} }
Voir aussi: