Analyzing social media via event facets
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Altmetric Citations
Wang, Zhiyu; Cui, Peng; Xie, Lexing; Chen, Hao; Zhu, Wenwu; Yang, Shiqiang
Description
Microblog is a prominent information platform for sharing experiences, discussing current events, and exchanging ideas. Many events are first reported in social media, and increasing amounts of rich-media content are associated with the posts, making them more credible and attractive. We design a rich-media analysis system to address the important challenge of sensing and exploring events from social media in real-time. The system includes a novel bilateral correspondence topic model to extract...[Show more]
dc.contributor.author | Wang, Zhiyu | |
---|---|---|
dc.contributor.author | Cui, Peng | |
dc.contributor.author | Xie, Lexing | |
dc.contributor.author | Chen, Hao | |
dc.contributor.author | Zhu, Wenwu | |
dc.contributor.author | Yang, Shiqiang | |
dc.coverage.spatial | Nara Japan | |
dc.date.accessioned | 2015-12-13T22:17:56Z | |
dc.date.created | October 29-November 2 2012 | |
dc.identifier.isbn | 9781450310895 | |
dc.identifier.uri | http://hdl.handle.net/1885/71393 | |
dc.description.abstract | Microblog is a prominent information platform for sharing experiences, discussing current events, and exchanging ideas. Many events are first reported in social media, and increasing amounts of rich-media content are associated with the posts, making them more credible and attractive. We design a rich-media analysis system to address the important challenge of sensing and exploring events from social media in real-time. The system includes a novel bilateral correspondence topic model to extract representative content and meaningful facets about events over time. It also includes a digital magazine that anchors user interactions with event facets. We demonstrate several examples from more than 4 million rich media microblogs, showing the effectiveness of key content extraction and natrual interactions with facets. | |
dc.publisher | Association for Computing Machinery Inc (ACM) | |
dc.relation.ispartofseries | ACM International Conference on Multimedia 2012 | |
dc.source | MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia | |
dc.subject | Keywords: Analysis system; Automatic layout; BC-LDA; Content extraction; Digital magazines; Information platform; Micro-blog; Rich medias; Social media; Topic model; User interaction automatic layout; BC-LDA; multi-modal microblog | |
dc.title | Analyzing social media via event facets | |
dc.type | Conference paper | |
local.description.notes | Imported from ARIES | |
local.description.refereed | Yes | |
dc.date.issued | 2012 | |
local.identifier.absfor | 080109 - Pattern Recognition and Data Mining | |
local.identifier.ariespublication | f5625xPUB2692 | |
local.type.status | Published Version | |
local.contributor.affiliation | Wang, Zhiyu, Tsinghua University | |
local.contributor.affiliation | Cui, Peng, Tsinghua University | |
local.contributor.affiliation | Xie, Lexing, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Chen, Hao, Tsinghua University | |
local.contributor.affiliation | Zhu, Wenwu, Tsinghua University | |
local.contributor.affiliation | Yang, Shiqiang, Tsinghua University | |
local.description.embargo | 2037-12-31 | |
local.bibliographicCitation.startpage | 1359 | |
local.bibliographicCitation.lastpage | 1360 | |
local.identifier.doi | 10.1145/2393347.2396484 | |
local.identifier.absseo | 970108 - Expanding Knowledge in the Information and Computing Sciences | |
dc.date.updated | 2016-02-24T09:01:51Z | |
local.identifier.scopusID | 2-s2.0-84871359464 | |
Collections | ANU Research Publications |
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