Describing and predicting information-seeking behavior on the Web

This study focuses on the task as a fundamental factor in the context of information seeking. The purpose of the study is to characterize kinds of tasks and to examine how different kinds of task give rise to different kinds of information-seeking behavior on the Web. For this, a model for information-seeking behavior was used employing dimensions of information-seeking strategies (ISS), which are based on several behavioral dimensions. The analysis of strategies was based on data collected through an experiment designed to observe users' behaviors. Three tasks were assigned to 30 graduate students and data were collected using questionnaires, search logs, and interviews. The qualitative and quantitative analysis of the data identified 14 distinct information-seeking strategies. The analysis showed significant differences in the frequencies and patterns of ISS employed between three tasks. The results of the study are intended to facilitate the development of task-based information-seeking models and to further suggest Web information system designs that support the user's diverse tasks. © 2009 Wiley Periodicals, Inc.

[1]  Brian Detlor,et al.  Gender and Web information seeking: A self-concept orientation model , 2006, J. Assoc. Inf. Sci. Technol..

[2]  Richard L. Derr.  Information seeking expressions of users , 1984, J. Am. Soc. Inf. Sci..

[3]  David Miller,et al.  Web search strategies and human individual differences: A combined analysis , 2005, J. Assoc. Inf. Sci. Technol..

[4]  Christoph Hölscher,et al.  Web search behavior of Internet experts and newbies , 2000, Comput. Networks.

[5]  Nicholas J. Belkin,et al.  Braque: Design of an Interface to Support User Interaction in Information Retrieval , 1993, Inf. Process. Manag..

[6]  Ethelene Whitmire,et al.  Disciplinary differences and undergraduates' information-seeking behavior , 2002, J. Assoc. Inf. Sci. Technol..

[7]  Dania Bilal.  Children's use of the Yahooligans! Web search engine: II. cognitive and physical behaviors on research tasks , 2001 .

[8]  Kalervo Järvelin,et al.  Task complexity affects information seeking and use , 1995 .

[9]  Nicholas J. Belkin,et al.  Distributed expert problem treatment as a model for information system analysis and design , 1982 .

[10]  James Krikelas.  Information-Seeking Behavior: Patterns and Concepts. , 1983 .

[11]  Paul B. Kantor,et al.  A study of information seeking and retrieving. I. background and methodology , 1988 .

[12]  Thorsten Joachims,et al.  The influence of task and gender on search and evaluation behavior using Google , 2006, Inf. Process. Manag..

[13]  AgostiMaristella,et al.  Evaluation of web document retrieval , 1999 .

[14]  Mirja Iivonen,et al.  Questions as a factor in Web search strategy , 2001, Inf. Process. Manag..

[15]  Marcia J. Bates,et al.  Information search tactics , 1979, J. Am. Soc. Inf. Sci..

[16]  Amanda Spink,et al.  Issues of context in information retrieval (IR): an introduction to the special issue , 2002, Inf. Process. Manag..

[17]  Hong Iris Xie.  Shifts of interactive intentions and information-seeking strategies in interactive information retrieval , 2000 .

[18]  Isto Huvila,et al.  Perspectives to the classification of information interactions: the Cool and Belkin faceted classification scheme under scrutiny , 2006, IIiX.

[19]  Diane DiMartino,et al.  Cultural diversity and end-user searching: An analysis by gender and language background , 2000 .

[20]  Pia Borlund,et al.  Experimental components for the evaluation of interactive information retrieval systems , 2000, J. Documentation.

[21]  T. D. Wilson,et al.  Information behaviour: an interdisciplinary perspective , 1997, Inf. Process. Manag..

[22]  Robert S. Taylor,et al.  Problem dimensions and information traits , 1984, Inf. Soc..

[23]  Katriina Byström,et al.  Information and information sources in tasks of varying complexity , 2002, J. Assoc. Inf. Sci. Technol..

[24]  David B. Leake,et al.  Detecting context-differentiating terms using competitive learning , 2003, SIGF.

[25]  Peter Ingwersen,et al.  The development of a method for the evaluation of interactive information retrieval systems , 1997, J. Documentation.

[26]  Carol Collier Kuhlthau.  Inside the Search Process: Information Seeking from the User's Perspective. , 1991 .

[27]  Pertti Vakkari,et al.  Task-based information searching , 2005, Annu. Rev. Inf. Sci. Technol..

[28]  Dania Bilal,et al.  Differences and similarities in information seeking: children and adults as Web users , 2002, Inf. Process. Manag..

[29]  Kalervo Järvelin,et al.  The SST method: a tool for analysing Web information search processes , 2004, Inf. Process. Manag..

[30]  Daniel E. Rose,et al.  Understanding user goals in web search , 2004, WWW '04.

[31]  Gregory K. W. K. Chung,et al.  Children's Internet Searching on Complex Problems: Performance and Process Analyses , 1998, J. Am. Soc. Inf. Sci..

[32]  Melissa Gross,et al.  The Imposed Query: Implications for Library Service Evaluation. , 1998 .

[33]  T. D. Wilson,et al.  Models in information behaviour research , 1999, J. Documentation.

[34]  David Robins,et al.  Shifts of focus on various aspects of user information problems during interactive information retrieval , 2000, J. Am. Soc. Inf. Sci..

[35]  Diane Kelly.  Measuring online information seeking context, Part 1: Background and method , 2006 .

[36]  Raya Fidel,et al.  Moves in online searching , 1985 .

[37]  Debra J. Slone.  The influence of mental models and goals on search patterns during Web interaction , 2002, J. Assoc. Inf. Sci. Technol..

[38]  Allison Woodruff,et al.  A comparison of the use of text summaries, plain thumbnails, and enhanced thumbnails for Web search tasks , 2002, J. Assoc. Inf. Sci. Technol..

[39]  Pertti Vakkari,et al.  Task complexity, problem structure and information actions - Integrating studies on information seeking and retrieval , 1999, Inf. Process. Manag..

[40]  Andrei Broder,et al.  A taxonomy of web search , 2002, SIGF.

[41]  Vivian Cothey,et al.  A longitudinal study of World Wide Web users' information-searching behavior , 2002, J. Assoc. Inf. Sci. Technol..

[42]  Stuart K. Card,et al.  A taxonomic analysis of what world wide web activities significantly impact people's decisions and actions , 2001, CHI Extended Abstracts.

[43]  T. D. Wilson,et al.  On user studies and information needs , 2006, J. Documentation.

[44]  Tefko Saracevic,et al.  The Stratified Model of Information Retrieval Interaction: Extension and Applications , 1997 .

[45]  Jane Reid,et al.  A Task-Oriented Non-Interactive Evaluation Methodology for Information Retrieval Systems , 2000, Information Retrieval.

[46]  Paul Solomon,et al.  Discovering information in context , 2005, Annu. Rev. Inf. Sci. Technol..

[47]  Brian Detlor,et al.  Information Seeking on the Web: An Integrated Model of Browsing and Searching , 2000, First Monday.

[48]  Dania Bilal.  Children's use of the Yahooligans! Web search engine: I. Cognitive, physical, and affective behaviors on fact‐based search tasks , 2000 .

[49]  Preben Hansen,et al.  Conceptual framework for tasks in information studies , 2005, J. Assoc. Inf. Sci. Technol..

[50]  Dania Bilal,et al.  Children's use of the Yahooligans! Web search engine. III. Cognitive and physical behaviors on fully self-generated search tasks , 2002, J. Assoc. Inf. Sci. Technol..

[51]  Gary Marchionini,et al.  Information Seeking Behavior on Statistical Websites: Theoretical and Design Implications , 1998 .

[52]  David Ellis,et al.  A behavioural model for information retrieval system design , 1989, J. Inf. Sci..

[53]  Joemon M. Jose,et al.  How users assess Web pages for information seeking , 2005, J. Assoc. Inf. Sci. Technol..

[54]  Carol A. Hert.  User Goals on an Online Public Access Catalog , 1996, J. Am. Soc. Inf. Sci..

[55]  Kyung-Sun Kim,et al.  Cognitive style and on-line database search experience as predictors of Web search performance , 2000, J. Am. Soc. Inf. Sci..

[56]  Harm J. A. Biemans,et al.  Differences between novice and experienced users in searching information on the World Wide Web , 2000 .

[57]  Massimo Melucci,et al.  Evaluation of web document retrieval: a SIGIR'99 workshop , 1999, SIGF.

[58]  Kari-Jouko Räihä,et al.  The advantages of a cross-session web workspace , 2005, CHI Extended Abstracts.

[59]  Gregory B. Newby,et al.  An Information Access Model with a Unified Approach to Data Type, Retrieval Mechanism and Information Need. , 1998 .

[60]  Pertti Vakkari,et al.  Changes in relevance criteria and problem stages in task performance , 2000, J. Documentation.

[61]  Neff Walker,et al.  Age group differences in world wide web navigation , 1997, CHI Extended Abstracts.

[62]  Reijo Savolainen.  Everyday life information seeking: Approaching information seeking in the context of “way of life” , 1995 .

[63]  Alexandra I. Cristea,et al.  A WWW Information Seeking Process Model , 2003, J. Educ. Technol. Soc..

[64]  W. Bruce Croft,et al.  Task orientation in question answering , 2002, SIGIR '02.

[65]  Bonnie MacKay,et al.  An evaluation of landmarks for re-finding information on the web , 2005, CHI Extended Abstracts.

[66]  Carolyn Watters,et al.  A field study characterizing Web-based information-seeking tasks , 2007 .