Distributed (design) knowledge exchange

  • Authors:
  • Ann Heylighen;Francis Heylighen;Johan Bollen;Mathias Casaer

  • Affiliations:
  • Katholieke Universiteit Leuven, Department of Architecture, Urbanism & Planning, Kasteelpark Arenberg 1, 3001, Leuven, Belgium;Vrije Universiteit Brussel, Center “Leo Apostel”, Pleinlaan 2, 1050, Brussels, Belgium;Los Alamos National Laboratory, STB-RL, Proto, Pleinlaan 2, 87545, Los Alamos, NM, Mexico;Katholieke Universiteit Leuven, Department of Architecture, Urbanism & Planning, Kasteelpark Arenberg 1, 3001, Leuven, Belgium

  • Venue:
  • AI & Society
  • Year:
  • 2007

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Abstract

Despite the intrinsic complexity of integrating individual, social and technologically supported intelligence, the paper proposes a relatively simple ‘connectionist’ framework for conceptualizing distributed cognitive systems. Shared information sources (documents) are represented as nodes connected by links of variable strength, which increases as the documents co-occur in the usage patterns. This learning procedure captures and exploits its users’ implicit knowledge to help them find relevant information, thus supporting an unconscious form of exchange. These principles are applied to a concrete problem domain: architects sharing design knowledge through a database of associatively connected building projects.