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Interactive summarization of social media

Published: 26 August 2014 Publication History

Abstract

Data visualization and exploration tools are crucial for data scientists, especially during a pilot study. In this paper, we present an extensible open-source workbench for aggregating, summarizing and filtering social network profiles derived from tweets. We briefly demonstrate its range of basic features for two use cases: geo-spatial profile summarization based on check-in histories and social media based complaint discovery in water management.

References

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Eytan Bakshy, Jake M. Hofman, Winter A. Mason, and Duncan J. Watts. Everyone's an Influencer: Quantifying Influence on Twitter Eytan. In WSDM '11, pages 65--74. ACM Press, 2011.
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Michael S. Bernstein, Bongwon Suh, Lichan Hong, Jilin Chen, Sanjay Kairam, and Ed H. Chi. Eddi: Interactive Topic-based Browsing of Social Status Streams. In UIST '10, pages 303--312. ACM Press, October 2010.
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Wen Li, Carsten Eickhoff, and Arjen P. de Vries. Want a coffee? Predicting Users' Trails. In SIGIR '12, pages 1171--1172. ACM Press, August 2012.
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Wen Li, Carsten Eickhoff, and ArjenP. de Vries. Geo-spatial Domain Expertise in Microblogs. In ECIR '14, volume 8416, pages 487--492. 2014.
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Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, and Robert C. Miller. TwitInfo: Aggregating and Visualizing Microblogs for Event Exploration. In CHI '11, pages 227--230, May 2011.
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David Maxwell, Stefan Raue, Leif Azzopardi, Chris Johnson, and Sarah Oates. Crisees: Real-Time Monitoring of Social Media Streams to Support Crisis Management. In ECIR '12, pages 573--575. 2012.
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Takeshi Sakaki, Makoto Okazaki, and Yutaka Matsuo. Earthquake Shakes Twitter Users: Real-time Event Detection by Social Sensors Takeshi. In WWW '10, pages 851--860. ACM Press, April 2010.
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Twitter. FORM S-1 REGISTRATION STATEMENT, 2013.

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Published In

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IIiX '14: Proceedings of the 5th Information Interaction in Context Symposium
August 2014
368 pages
ISBN:9781450329767
DOI:10.1145/2637002
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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  • University of Regensburg: University of Regensburg

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 August 2014

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Author Tags

  1. data summarization
  2. data visualization
  3. twitter

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  • Research-article

Conference

IIiX '14
Sponsor:
  • University of Regensburg

Acceptance Rates

IIiX '14 Paper Acceptance Rate 21 of 45 submissions, 47%;
Overall Acceptance Rate 21 of 45 submissions, 47%

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