Using Knowledge Acquisition and Representation Tools to Support Scientific Communities

Widespread access to the Internet has led to the formation of geographically dispersed scientific communities collaborating through the network. The tools supporting such collaboration currently are based primarily on electronic mail through mailing list servers, and access to archives of research reports through ftp, gopher and world wide web. However, electronic communication can support the knowledge processes of scientific communities more directly through overtly represented knowledge structures. This paper describes some experiments in the use of knowledge acquisition (KA) and representation (KR) tools to define and analyze major policy and technical issues in an international research community responsible for one of the test cases in the Intelligent Manufacturing Systems (IMS) research program. It is concluded that distributed knowledge support systems in routine use by world-class scientific communities collaborating through the Internet will provide a major impetus to artificial intelligence research.

[1]  Donald F. Dansereau,et al.  Multirelational semantic maps , 1989 .

[2]  John H. Boose,et al.  Personal Construct Theory and the Transfer of Human Expertise , 1984, AAAI.

[3]  Brian R. Gaines,et al.  An Interactive Visual Language for Term Subsumption Languages , 1991, IJCAI.

[4]  R. Merton,et al.  The Sociology of Science: Theoretical and Empirical Investigations. , 1976 .

[5]  Norman Kaplan,et al.  The Sociology of Science: Theoretical and Empirical Investigations , 1974 .

[6]  Ramanathan V. Guha,et al.  Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project , 1990 .

[7]  Diana Crane,et al.  Invisible colleges. Diffusion of knowledge in scientific communities , 1972, Medical History.

[8]  Francesco M. Donini,et al.  Decidable Reasoning in Terminological Knowledge Representation Systems , 1993, IJCAI.

[9]  C A Nelson,et al.  Learning to Learn , 2017, Encyclopedia of Machine Learning and Data Mining.

[10]  Brian R. Gaines,et al.  New Directions in the Analysis and Interactive Elicitation of Personal Construct Systems , 1980, Int. J. Man Mach. Stud..

[11]  Deborah L. McGuinness,et al.  CLASSIC: a structural data model for objects , 1989, SIGMOD '89.

[12]  Joseph P. Martino,et al.  The subjective side of science : Mitroff, Ian I., Elsevier Scientific Publishing Co., Amsterdam, 1974, 329 pp., $11.50 , 1976 .

[13]  Brian R. Gaines,et al.  BASING KNOWLEDGE ACQUISITION TOOLS IN PERSONAL CONSTRUCT PSYCHOLOGY , 1991 .

[14]  Harry M. Collins,et al.  Artificial experts - social knowledge and intelligent machines , 1990, Inside technology.

[15]  Brian R. Gaines,et al.  Open architecture multimedia documents , 1993, MULTIMEDIA '93.

[16]  Katherine W. McCain,et al.  Mapping authors in intellectual space: A technical overview , 1990, Journal of the American Society for Information Science.

[17]  Ramanathan V. Guha,et al.  Building large knowledge-based systems , 1989 .

[18]  Brian R. Gaines,et al.  Eliciting Knowledge and Transferring It Effectively to a Knowledge-Based System , 1993, IEEE Trans. Knowl. Data Eng..

[19]  G. Kelly The Psychology of Personal Constructs , 2020 .

[20]  K. Popper,et al.  Conjectures and refutations;: The growth of scientific knowledge , 1972 .

[21]  Timothy W. Finin,et al.  Enabling Technology for Knowledge Sharing , 1991, AI Mag..

[22]  Roger King,et al.  Constraint-based hypertext for argumentation , 1987, Hypertext.

[23]  S. Cole Making Science: Between Nature and Society , 1992 .

[24]  D. N. Hinkle The change of personal constructs from the viewpoint of a theory of construct implications , 1965 .

[25]  Stuart S. Blume Toward a political sociology of science , 1974 .

[26]  Ian I. Mitroff,et al.  The Subjective Side of Science , 1969 .

[27]  P. Delany,et al.  The Digital Word: Text-Based Computing in the Humanities , 1993 .

[28]  Brian R. Gaines,et al.  Comparing the Conceptual Systems of Experts , 1989, IJCAI.

[29]  Premkumar T. Devanbu,et al.  A Knowledge-Based Software Information System , 1989, IJCAI.

[30]  Marek Sergot,et al.  Representing legislation as logic programs , 1988 .

[31]  Philip Abelson Mechanisms for evaluating scientific information and the role of peer review , 1990, J. Am. Soc. Inf. Sci..