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The Cognitive Perspective in Information Science Research. Anthony Hughes. Kristina Spurgin ... The understanding, acquisition, and processing of knowledge, or, ... – PowerPoint PPT presentation

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Title: The%20Cognitive%20Perspective%20in%20Information%20Science%20Research


1
The Cognitive Perspective in Information Science
Research
  • Anthony Hughes
  • Kristina Spurgin

2
Cognition
  • Illumynyd she is wyth clere cognycyoun In hyr
    soule -Osbern Bokenham Seyntys, 1447 (L.154)
  • Cognition
  • The understanding, acquisition, and processing of
    knowledge, or, more loosely, thought processes.

3
Cognitive Science
  • Cognitive science
  • Kinds of knowledge underlying cognition
  • Details of cognitive processing
  • Computational modeling of these processes
  • Computers Psychology Linguistics Cognitive
    Science!

4
General Topic Areas in Cognitive Science
  • Perception
  • Thinking
  • Learning
  • Knowledge representation
  • Language

5
Perception
  • Stimuli ? simple perceptual objects
  • Matching of simple perceptual objects to stored
    representations of objects
  • Visual processing and imagery

Applications in LIS
  • Human Computer Interaction

6
Thinking
  • Reasoning
  • Problem solving
  • Decision-making

Applications in LIS
  • Information seeking
  • Relevance judgments
  • Information literacy training
  • Think-aloud research methods

7
Learning
  • Machine and human learning
  • Psychology and representations of learning
  • Memory
  • Encoding and retrieval

Applications in LIS
  • Information retrieval
  • User studies
  • Bibliographic instruction and reference work

8
Knowledge Representation
  • Methods by which information is stored in the
    mind for later use
  • Understanding, designing, and implementing
    representations of information in computers

Applications in LIS
  • Taxonomy
  • Thesauri
  • Classification schemes
  • Ontologies

9
Language
  • The relationship between language and cognition
  • Rules of language and their processing
  • Syntax, semantics, and pragmatics
  • Language acquisition and comprehension

Applications in LIS
  • Natural Language Processing
  • Latent semantic indexing
  • Controlled vocabulary development
  • Information extraction

10
Measures of Cognition - Quantitative
  • Cognitive ability
  • Absolute judgments of stimuli
  • Cognitive style
  • Embedded Figures Test (field dependence vs. field
    independence)
  • Cognitive Styles Analysis (holistic vs.
    analytical cognitive style)
  • Cognitive Style Index (intuitive vs. analytic
    cognitive style)

11
Measures of Cognition - Quantitative
  • Cognitive space
  • Stimulus pairing
  • Linguistic
  • Spatial

12
Measures of Cognition - Qualitative
  • Concept mapping
  • Think-aloud or verbal protocol
  • Card sorting
  • Free-listing

13
Readings
Cognitive Information Science as it was applied
in the readings
Theory
Research
Ingwersen
Todd
Kim Allen
14
Cognitive and Task Influences on Web Searching
Behavior (Kim Allen)
  • Independent Variables (across both studies)
  • Cognitive style (field dependence vs.
    independence)
  • Problem solving ability/style
  • Search engine used
  • Cognitive ability (perceptual speed, spatial
    scanning, logical reasoning
  • Task
  • Dependent Variables (across both studies)
  • Search performance/outcome (precision/recall)
  • Search activities (mouseclicks, links followed
    etc)
  • Findings (across both studies)
  • Task had main interaction effect across studies
  • Cognitive ability and problem solving style
    interacted with task effect to influence search
    activity
  • Questions
  • Do you agree with the way cognitive science
    measures were applied in this study?
  • If task if main determinent, how do we design
    systems that support breadth of searchers and
    their tasks?

15
Back to our beginnings(R. Todd)
  • Information utilization
  • acting/doing
  • thinking/acting/doing
  • Cognitive Behavioral change
  • Measurement
  • Instrumental symbolic
  • Conceptual what is happening in peoples minds
    when they do something with information.
  • Bertram Brookes
  • KS ?I KS ?S
  • Study
  • Change in knowledge states regarding heroin
  • Initial knowledge map
  • Exposure to information
  • Successive mapping and exposure
  • Findings
  • Complete picture / changed picture / clearer
    picture / verified picture / position in picture
  • Questions
  • Is this empirical research?
  • Can we hope to measure cognitive change?

16
Cognitive Information Retrieval (Ingwersen, P.)
  • See Figure
  • Questions
  • Where does cognitive science fit within this
    picture?
  • What does it have to add?
  • Is the holistic cognitive view of IR a theory?
  • Where does the role of affect or emotion fit
    within this theory?

17
Holistic view of IR cognition
Individual view of IR cognition
Communication through information processing
Cognitive Free Fall
User
Intermediary
System
Human
Human or System
Polyrepresentation
FeedbackQuery Expansion
InformationNeed
Work Task
18
Model of Ingwersens IR process
From Wilson, T.D. (1999) Models of Information
Behaviour Research. Journal of Documentation,
vol.55(3) pg. 249-270
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