Information seeking on the web: An integrated approach based on human collaboration and web 2.0

The explosion of contents on the Web poses a great challenge for users to find “right” information to meet their need. Though some tools exist that can provide help, they only meet the need from limited perspectives and as a result, users have to use multiple tools even for the same goal. This paper proposes an integrated system named Search 2.0 for information seeking on the Web. Specifically, it makes the following contributions: (1) collaboration support is introduced into traditional search engines, making information seeking a social process; (2) an automatic tag learning approach is put forward based on explicit user feedback and traditional search engines.

[1]  Bart Selman,et al.  Referral Web: combining social networks and collaborative filtering , 1997, CACM.

[2]  Alexandre Passant,et al.  Using Ontologies to Strengthen Folksonomies and Enrich Information Retrieval in Weblogs: Theoretical background and corporate use-case , 2007, ICWSM.

[3]  Dan Brickley,et al.  Rdf vocabulary description language 1.0 : Rdf schema , 2004 .

[4]  Ryen W. White,et al.  Supporting exploratory search , 2006 .

[5]  Gary Marchionini,et al.  Exploratory search , 2006, Commun. ACM.

[6]  James A. Hendler,et al.  The Semantic Web" in Scientific American , 2001 .

[7]  David R. Millen,et al.  Social Bookmarking in the Enterprise , 2005, ACM Queue.

[8]  Pernilla Qvarfordt,et al.  Collaborative Information Seeking , 2009, Computer.

[9]  Annalee Newitz Web 3.0 , 2008 .

[10]  James A. Hendler,et al.  Embracing "Web 3.0" , 2007, IEEE Internet Computing.

[11]  Ed H. Chi,et al.  Information Seeking Can Be Social , 2009, Computer.

[12]  Abhinandan Das,et al.  Google news personalization: scalable online collaborative filtering , 2007, WWW '07.

[13]  Daniel Gruhl,et al.  The web beyond popularity: a really simple system for web scale RSS , 2006, WWW '06.

[14]  Lauren Wood 技術解説 IEEE Internet Computing , 1999 .

[15]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[16]  Tony Hammond,et al.  Social Bookmarking Tools (I): A General Overview , 2005, D Lib Mag..

[17]  David R. Millen,et al.  Dogear: Social bookmarking in the enterprise , 2006, CHI.

[18]  M. Lynne Markus,et al.  Toward a “Critical Mass” Theory of Interactive Media , 1987 .

[19]  H. Simon Observations on the sciences of science learning , 2000 .

[20]  Marti A. Hearst,et al.  Animated exploration of dynamic graphs with radial layout , 2001, IEEE Symposium on Information Visualization, 2001. INFOVIS 2001..

[21]  Laurie E. Damianos,et al.  Exploring the Adoption, Utility, and Social Influences of Social Bookmarking in a Corporate Environment , 2007, 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07).

[22]  Andreas Harth,et al.  Towards Semantically-Interlinked Online Communities , 2005, ESWC.

[23]  Susan T. Dumais,et al.  Evaluation Challenges and Directions for Information-Seeking Support Systems , 2009, Computer.