skip to main content
10.1145/2065023.2065042acmconferencesArticle/Chapter ViewAbstractPublication PagescikmConference Proceedingsconference-collections
research-article

On the generation of rich content metadata from social media

Published: 28 October 2011 Publication History

Abstract

This contribution proposes a framework to generate auxiliary rich TV content metadata by processing social networks data. Based on simple criteria to identify authoritative social media sources, we have analysed Twitter short messages relative to TV program content and devised a method to compute their informative value. We have extracted dozen of features and characterized such social data in terms of quality and relevancy. This is a first step towards integrating relevant social media information to enhance the description of TV content as well as for generating recommendations based on social data.

References

[1]
L. Barbosa and J. Feng. Robust sentiment detection on twitter from biased and noisy data. In Proceedings of the 23rd International Conference on Computational Linguistics: Posters, COLING '10, pages 36--44, Stroudsburg, PA, USA, 2010. Association for Computational Linguistics.
[2]
N. A. Diakopoulos and D. A. Shamma. Characterizing debate performance via aggregated twitter sentiment. In Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, pages 1195--1198, New York, NY, USA, 2010. ACM.
[3]
D. Gayo-Avello, D. J. Brenes, D. Fernández-Fernández, M. E. Fernández-Menéndez, and R. García-Suárez. De retibus socialibus et legibus momenti. EPL (Europhysics Letters), 94(3):38001, 2011.
[4]
K. Gimpel, N. Schneider, B. O'Connor, D. Das, D. Mills, J. Eisenstein, M. Heilman, D. Yogatama, J. Flanigan, and N. A. Smith. Part-of-speech tagging for twitter: Annotation, features, and experiments. In ACL (Short Papers), pages 42--47, 2011.
[5]
A. Grewal, T. Allison, S. Dimitrov, and D. Radev. Multi-document summarization using off the shelf compression software. In Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5, HLT-NAACL-DUC '03, pages 17--24, Stroudsburg, PA, USA, 2003. Association for Computational Linguistics.
[6]
P. Juola. Authorship attribution. Foundations and Trends in Information Retrieval, 1(3):233--334, 2006.
[7]
P. Juola and H. Baayen. A controlled-corpus experiment in authorship identification by cross-entropy. In Literary and Linguistic Computing, volume 20(Suppl 1), pages 59--67. Kluwer Academic Publishers, 2003.
[8]
A. Marcus, M. S. Bernstein, O. Badar, D. R. Karger, S. Madden, and R. C. Miller. Twitinfo: aggregating and visualizing microblogs for event exploration. In Proceedings of the 2011 annual conference on Human factors in computing systems, CHI '11, pages 227--236, New York, NY, USA, 2011. ACM.
[9]
D. Ramage, S. Dumais, and D. Liebling. Characterizing microblogs with topic models. In ICWSM, pages --1--1, Washington, DC, USA, May 2010. AAAI Press.
[10]
D. Rao, D. Yarowsky, A. Shreevats, and M. Gupta. Classifying latent user attributes in twitter. In Proceedings of the 2nd international workshop on Search and mining user-generated contents, SMUC '10, pages 37--44, New York, NY, USA, 2010. ACM.
[11]
A. Ritter, C. Cherry, and B. Dolan. Unsupervised modeling of twitter conversations. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 172--180, Los Angeles, California, June 2010. Association for Computational Linguistics.
[12]
D. A. Shamma, L. Kennedy, and E. F. Churchill. Tweet the debates: understanding community annotation of uncollected sources. In Proceedings of the first SIGMM workshop on Social media, WSM '09, pages 3--10, New York, NY, USA, 2009. ACM.
[13]
C. E. Shannon. A mathematical theory of communication. SIGMOBILE Mob. Comput. Commun. Rev., 5:3--55, January 2001.

Cited By

View all
  • (2015)Information management, a model based on the end user's role2015 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)10.1109/Chilecon.2015.7404679(897-902)Online publication date: Oct-2015
  • (2011)Overview of the third international workshop on search and mining user-generated contentsProceedings of the 20th ACM international conference on Information and knowledge management10.1145/2063576.2064045(2625-2626)Online publication date: 24-Oct-2011

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Conferences
SMUC '11: Proceedings of the 3rd international workshop on Search and mining user-generated contents
October 2011
100 pages
ISBN:9781450309493
DOI:10.1145/2065023
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 October 2011

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. authoritative users
  2. extending electronic program guide
  3. rich content metadata
  4. short messages exchange
  5. social media and content

Qualifiers

  • Research-article

Conference

CIKM '11
Sponsor:

Acceptance Rates

Overall Acceptance Rate 15 of 25 submissions, 60%

Upcoming Conference

CIKM '25

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)3
  • Downloads (Last 6 weeks)0
Reflects downloads up to 06 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2015)Information management, a model based on the end user's role2015 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)10.1109/Chilecon.2015.7404679(897-902)Online publication date: Oct-2015
  • (2011)Overview of the third international workshop on search and mining user-generated contentsProceedings of the 20th ACM international conference on Information and knowledge management10.1145/2063576.2064045(2625-2626)Online publication date: 24-Oct-2011

View Options

Get Access

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media