Skip to main content

Multi Agent System for Historical Information Retrieval from Online Social Networks

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6682))

Abstract

Nowadays, we witness a flood of continuously changing information from a variety of web sources. The desire to track the information changes in real time requires new methods in web information retrieval. This paper explores the process of retrieving information from Online Social Networks (OSNs) using Multi Agent System (MAS) technology. The novelty of this study consists in leaving an agent in each user profile to monitor its updates which are sent to a controller agent that saves a history of each user’s activity in a local repository. An algorithm making use of MAS within the Online Social Network Retrieval System (OSNRS) is proposed. Our experimental work shows that using MAS simplifies the process of tracking profile’s history and opens the opportunity of understanding the dynamic behavior of OSN users especially when it is combined with text mining.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Lenhart, A., Madden, M.: Social networking websites and teens: An overview (2007), http://www.pewinternet.org/~/media//Files/Reports/2007/PIP_SNS_Data_Memo_Jan_2007.pdf

  2. Ye, S., Lang, J., Wu, F.: Crawling Online Social Graphs. In: The 12th International Asia-Pacific Web Conference (APWEB), pp. 236–242 (2010)

    Google Scholar 

  3. Alim, S., AbdulRahman, R., Neagu, D., Ridley, M.: Data retrieval from online social network profiles for social engineering applications. In: International Conference for Internet Technology and Secured Transactions, pp. 1–5. IEEE, Los Alamitos (2009)

    Google Scholar 

  4. Top 10 Social Networking Websites & Forums (November 2010), http://www.marketingcharts.com/interactive/top-10-social-networking-websites-forums-november-2010-15359/ (last accessed on 11-01-2011)

  5. Caverlee, J., Webb, S.: A large-scale study of MySpace: Observations and implications for online social networks. Artificial Intelligence 8, 36–44 (2008)

    Google Scholar 

  6. Mislove, A., Marcon, M., Gummadi, K., Druschel, P., Bhattacharjee, B.: Measurement and analysis of online social networks. In: The 7th ACM SIGCOMM Conference on Internet Measurement, pp. 29–42. ACM, New York (2007)

    Chapter  Google Scholar 

  7. Gibson, R.: Who’s really in your top 8: network security in the age of social networking. In: The 35th Annual ACM SIGUCCS Fall Conference, pp. 131–134. ACM, New York (2007)

    Google Scholar 

  8. Viswanath, B., Mislove, A., Cha, M., Gummadi, K.: On the evolution of user interaction in facebook. In: The 2nd ACM Workshop on Online Social Networks, pp. 37–42. ACM, New York (2009)

    Chapter  Google Scholar 

  9. Acquisti, A., Gross, R.: Imagined communities: Awareness, information sharing, and privacy on the Facebook. In: Privacy Enhancing Technologies, pp. 36–58. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  10. Dwyer, C., Hiltz, S., Passerini, K.: Trust and privacy concern within social networking sites: A comparison of Facebook and MySpace. Information Systems Journal, 13 (2007)

    Google Scholar 

  11. Strater, K., Richter, H.: Examining privacy and disclosure in a social networking community. In: Proceedings of the 3rd Symposium on Usable Privacy and Security, pp. 157–158. ACM, New York (2007)

    Chapter  Google Scholar 

  12. Bonneau, J., Anderson, J., Danezis, G.: Prying data out of a social network. In: The International Conference on Advances in Social Network Analysis and Mining, pp. 249–254. IEEE, Los Alamitos (2009)

    Chapter  Google Scholar 

  13. Wooldridge, M., Jennings, N.R.: Intelligent agents: theory and practice. The Knowledge Engineering Review 10(2), 115–152 (1995)

    Article  Google Scholar 

  14. Chau, D., Pandit, S., Wang, S., Faloutsos, C.: Parallel crawling for online social networks. In: The 16th International Conference on World Wide Web, pp. 1283–1284. ACM, New York (2007)

    Chapter  Google Scholar 

  15. Cho, J., Garcia-Molina, H.: Parallel crawlers. In: Proceedings of the 11th International Conference on World Wide Web, pp. 124–135. ACM, New York (2002)

    Google Scholar 

  16. Camacho, D., Aler, R., Castro, C., Molina, J.: Performance evaluation of zeus, jade, and skeletonagent frameworks. In: IEEE International Conference on Systems, Man and Cybernetics, p. 6. IEEE, Los Alamitos (2003)

    Google Scholar 

  17. Aldea, A., Banares-Alcantara, R., Jimenez, L., Moreno, A., Martinez, J., Riano, D.: The scope of application of multi-agent systems in the process industry: three case studies. Expert Systems with Applications 26(1), 39–47 (2004)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Abdulrahman, R., Neagu, D., Holton, D.R.W. (2011). Multi Agent System for Historical Information Retrieval from Online Social Networks. In: O’Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2011. Lecture Notes in Computer Science(), vol 6682. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22000-5_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-22000-5_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21999-3

  • Online ISBN: 978-3-642-22000-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics