Personalization 2.0: Web Search Personalization via Social Bookmarking and Tagging
by Michael G. Noll on July 18, 2007 (last updated: January 6, 2009)
My paper “Web Search Personalization via Social Bookmarking and Tagging” has been accepted for publication and presentation at the research track of this year’s International Semantic Web Conference (ISWC) & Asian Semantic Web Conference (ASWC), which will be held at the BEXCO in Busan, South Korea, from November 11 – 15, 2007.
Quick Links
Abstract
In this paper, we present a new approach to web search personalization based on user collaboration and sharing of information about web documents. The proposed personalization technique separates data collection and user profiling from the information system whose contents and indexed documents are being searched for, i.e. the search engines, and uses social bookmarking and tagging to re-rank web search results. It is independent of the search engine being used, so users are free to choose the one they prefer, even if their favorite search engine does not natively support personalization. We show how to design and implement such a system in practice and investigate its feasibility and usefulness with large sets of real-word data and a user study.
Paper
You can download the paper as a PDF document:
- M. G. Noll, C. Meinel
Web Search Personalization via Social Bookmarking and Tagging (PDF)Proceedings of 6th International Semantic Web Conference (ISWC) & 2nd Asian Semantic Web Conference (ASWC), Springer LNCS 4825, Busan, South Korea, November 2007, pp. 367-380, ISBN 978-3-540-76297-3 (SpringerLink, BibTeX)
Presentation
My talk given at the ISWC 2007 conference is finally online for your viewing pleasure.
The slides are also available for download (PDF).
Related Links
- List of my publications
- Authors vs. Readers: A Comparative Study of Document Metadata and Content in the WWW, Proceedings of 7th Intl’l ACM Symposium on Document Engineering (ACM DocEng), Winnipeg, Canada, August 2007, pp. 177-186, ISBN 978-1-59593-776-6
- 6th Int’l Semantic Web Conference (ISWC) & 2nd Asian Semantic Web Conference (ASWC), Busan, South Korea, November 2007
- DMOZ100k06, a large research data set about document metadata based on a random sample of 100,000 web documents
- AOL500k, a large data collection by AOL, containing 20,000,000 search queries from 650,000 users sampled over three months (March – May, 2006)
hi there
it looks very interesting. our research group is also doing the personalized web&hypermedia. i think ur findings n paper could be a precious reference. may i have the honor the hv a copy of this paper.
thx
Hi,
I am also working web search personalization as my B.Tech project but not getting any lead about work that can be done as a BT project. Can you suggest something ahich can be useful to me..
Thanks in advance. And the abstract provided by you sounds really interesting.
Well, I think I’m not in the position to judge what you can or cannot do as your bachelor (?) project. As a suggestion, you could have a look at the ACM Portal and find out what has already been done in your working area and identify possible starting points for your own project.
Web search personalization is a large subject, so you should easily find an area you’re comfortable with.
Hope this helps, and good luck, Michael