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Hypothesis generation for management intelligence

Chen, Fan. 1996, Hypothesis generation for management intelligence, Ph.D. thesis, Deakin University.

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Title Hypothesis generation for management intelligence
Author Chen, Fan.
Institution Deakin University
Faculty Faculty of Science and Technology
Degree name Ph.D.
Date submitted 1996
Keyword(s) Management information systems - Decision-making
Decision-making - Computer simulation
Summary Investigation of the role of hypothesis formation in complex (business) problem solving has resulted in a new approach to hypothesis generation. A prototypical hypothesis generation paradigm for management intelligence has been developed, reflecting a widespread need to support management in such areas as fraud detection and intelligent decision making. This thesis presents this new paradigm and its application to goal directed problem solving methodologies, including case based reasoning. The hypothesis generation model, which is supported by a dynamic hypothesis space, consists of three components -anomaly detection, abductive reasoning, and conflict resolution modelling.
Language eng
Description of original xiii, 246 leaves : ill. ; 30 cm.
Dewey Decimal Classification 658.4035
Persistent URL http://hdl.handle.net/10536/DRO/DU:30023403

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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.