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Collaborative Information Retrieval

Collaborative Information Retrieval. Raya Fidel and Harry Bruce School of Library and Information Science University of Washington. Team work. Growing emphasis on team work as an essential part the modern workplace Assumption

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Collaborative Information Retrieval

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  1. Collaborative Information Retrieval Raya Fidel and Harry Bruce School of Library and Information Science University of Washington

  2. Team work • Growing emphasis on team work as an essential part the modern workplace • Assumption • a carefully constructed team can focus attention on a problem with a collective expertise that is (somehow) greater than the sum of it parts • Teamwork is a management challenge but it is also an intriguing information problem

  3. Research Team • University of Washington • Raya Fidel and Harry Bruce • Cynde Moya and Dianne Rosolowsky • Microsoft Research • Sue Dumais • Jonathon Grudin • Boeing • Stephen Poltrock • Risoe Center of Human-Machine Interaction • Annelise Mark Pejtersen

  4. Information and team work • Identifying the team’s problem • Negotiating the shared gap by applying collective expertise to the shared information problem • A point at which the gap cannot be narrowed by the applied expertise of individual team members • Shared understanding • Shared information need ?

  5. Shared information need

  6. What happens then? • Collaborative Information retrieval? • Broadly defined CIR could involve… • Two or more team members working together to find information for a specific problem • Team members looking for information for a specific problem in parallel or sequentially. • Team members looking for information on the advice of other team members who had found the same or similar information earlier • and so on….. ?

  7. Manifestations of CIR A group of people trying to find at the same time some information needed by the group (Baeza-Yates and Pino, 1997)

  8. Information behavior in teams – Manifestations of CIR? • Concurrent engineering • Integrated design management; Collaborative design; Collaborative product development (Jassawalla and Sashittal, 1999; Sandusky, 1997; Rusinko, 1999; Cutkosky et al.) • Team navigation (Hutchins,1990) • Group memory (Berlin et al., 1993; Nichol and Twidale, 1997) • Information gathering in social networks (Munro, 1998) • Cooperative policy making (van den Herick and de Vreede, 1997) • Collaborative concept formation (Sumi et al., 1997) • Loosely coupled information seeking (Palfreyman and Rodden, 1998) • Collaborative diagnosis (Cicourel, 1990; Forsythe et al., 1992) • Information sharing (Adams et al., 1999) • Collaborative learning and working – Over the shoulder learning (Twidale and Nichols, 1998; Procter et al., 1998) • Collaborative knowledge production (Karamuftuoglu, 1998)

  9. Information behavior in teams – Manifestations of CIR? • Collaborative behaviors • Collaborative technology • Managerial perspectives • Communication perspectives • Negotiating differences through task-relevant discourse • Resource sharing/ pooling • Social dimensions of information behavior • authority derived from expertise

  10. Information behavior in teams – Manifestations of CIR? • Collaborative system use • Collaborative definition of need • Collaborative information retrieval • Collaborative unification of information • Collaborative production of information

  11. No studies of…. (Romano et al., 1999) • Collaborative query formulation • Collaborative assessment of relevance, validity, sufficiency • Team information forage • Comparison of collaborative searches with “summed” independent team member searches

  12. Framework for Cognitive Work Analysis and evaluation • Jens Rasmussen and Annelise Mark Pejtersen • First Step - Analysis

  13. Framework for Work Analysis

  14. Analysis • User characteristics • E.g. formal training, area of expertise, tasks • Task situation in terms of mental strategies • E.g. preference about information sources, information seeking style • Task situation in terms of decision making • E.g. information need, information use, decisions made • Task situation in terms of work domain • E.g. purpose of task, physical activities involved, priorities

  15. Analysis • Work domain analysis in terms of structure • E.g. goals of workplace, priorities, work processes • Organizational analysis in terms of division of work • E.g. how is the work divided among the team; criteria used • Organizational analysis in terms of social organization • Communication among peers; who makes what decisions

  16. Second Step: Evaluation Framework for System Evaluation

  17. Evaluation • Does the presentation of information match user characteristics? • Are all relevant strategies supported? • Does the technology available support cognitive decision making? • Does the technology support the accomplishment of the task?

  18. Evaluation • Does the organizational structure support the accomplishment of the task? • Does the technology support cooperative work? • Does the team structure support cooperative work? • Does the organizational structure support cooperative work? • Does the social structure support cooperative work?

  19. Work Plan • Phase 1 • Observations and interviews • Four teams and their members in Boeing and Microsoft • Phase 2 • Evaluative data analysis • Survey instrument • Validity and generalizability • Descriptive and evaluative report • Phase 3 • Technological enhancements • Organizational enhancements

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