A summarization tool for time-sensitive social media

Walid Magdy*, Ahmed Ali, Kareem Darwish

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

Searching social content in general and microblogs (aka tweets) in particular has been basic and limited, especially for time-sensitive topics. The currently implemented microblog search on sites such as Twitter is based on simple word matching and retrieves the most recent microblogs that match a given query. Furthermore, a user may obtain hundreds or perhaps thousands of microblogs in response to a given query, leading to information overload. We present a new multidimensional microblog search tool that generates a comprehensive report from microblogs instead of a flat list of recent/relevant microblogs for a given query. Reports may include tag-clouds, topic time series, and most popular and funny microblogs, etc. The tool can be configured for monitoring time-sensitive topics using a set of predefined queries. We demonstrate our system on Arabic and English microblog collections. Additionally, we show a special configuration of the system for monitoring the 2012 Egyptian presidential elections.

Original languageEnglish
Title of host publicationCIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management
Pages2695-2697
Number of pages3
DOIs
Publication statusPublished - 2012
Event21st ACM International Conference on Information and Knowledge Management, CIKM 2012 - Maui, HI, United States
Duration: 29 Oct 20122 Nov 2012

Publication series

NameACM International Conference Proceeding Series

Conference

Conference21st ACM International Conference on Information and Knowledge Management, CIKM 2012
Country/TerritoryUnited States
CityMaui, HI
Period29/10/122/11/12

Keywords

  • elections
  • microblog search
  • retrieval results summarization
  • twitter

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