BIB-VERSION:: CS-TR-v2.0 ID:: STAN//CS-TR-73-387 ENTRY:: September 25, 1995 ORGANIZATION:: Stanford University, Department of Computer Science TITLE:: Analysis of behavior of chemical molecules: rule formation on non-homogeneous classes of objects. TYPE:: Technical Report AUTHOR:: Buchanan, Bruce G. AUTHOR:: Sridharan, Natesa S. DATE:: August 1973 PAGES:: 28 ABSTRACT:: An information processing model of some important aspects of inductive reasoning is presented within the context of one scientific discipline. Given a collection of experimental (mass spectrometry) data from several chemical molecules the computer program described here separates the molecules into "well-behaved" subclasses and selects from the space of all explanatory processes the "characteristic" processes for each subclass. The definitions of "well-behaved" and "characteristic" embody several heuristics which are discussed. Some results of the program are discussed which have been useful to chemists and which lend credibility to this approach. NOTES:: [Adminitrivia V1/Prg/19950925] END:: STAN//CS-TR-73-387