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Collaborative Information Retrieval

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School of Library and Information Science. University of Washington ... Team members looking for information for a specific problem in parallel or sequentially. ... – PowerPoint PPT presentation

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Title: Collaborative Information Retrieval


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 teams 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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