Next Generation Information Systems - PowerPoint PPT Presentation

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Next Generation Information Systems

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Next Generation Information Systems Current state of affairs Information explosion Web search becoming the new normal, but limited to kw search Democratization of ... – PowerPoint PPT presentation

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Title: Next Generation Information Systems


1
Next Generation Information Systems
  • Current state of affairs
  • Information explosion
  • Web search becoming the new normal, but limited
    to kw search
  • Democratization of content creation (blogs,
    wikis, bulletin boards)
  • Web mediated communities
  • Uncoordinated, egoistic development
  • Very little understanding of privacy implications
    (on both consumer and providers side)
  • Rapidly changing social legal landscape, many
    open questions

2
Information, economics, privacy
  • Joint theory of privacy, economics, and computing
  • Quantify loss of privacy, value received
  • Theory of information that includes cost of
    discovery
  • Examples phone book vs reverse number look up,
    ssn on a house deed in the courthouse vs on the
    web.
  • Ease of information access should play a role in
    a theory of privacy.
  • Quantify cost of discovery
  • Computational cost of privacy ?

3
Information quality
  • Can this be quantified?
  • Reliability of information
  • Interplay between democratization and
    authenticity
  • Anybody can contribute information and
    misinformation
  • Create mechanism for social certification of
    authenticity

4
Information finding
  • Enhancing power of search
  • Putting structure on information
  • clustering
  • Semantic search and content analysis
  • Create economic incentives for producing metadata
  • Human aided computing
  • Yahoo questions
  • CMU image game ESP
  • CAPTCHAs
  • Folksonomies, del.icio.us
  • Use to provide better data resources

5
How NSF can help?
  • Need repository of real data to support research
    in all three areas
  • Information privacy economics
  • Information quality
  • Information finding
  • Two ways to help
  • Research in
  • Anonymization
  • Privacy presrbing sxampling
  • Create repository under NSF aegis that would
    encourage companies to supply data
  • Safe harbor provisions
  • Tax incentives
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