Is there a role for artificial intelligence in sociological theorizing?

This article discusses the role artificial intelligence techniques can play in developing sociological theories. First, artificial intelligence is briefly introduced, and key features that distinguish this from other computing approaches are identified. Then several recent attempts to employ artificial intelligence programming strategies to assist in theory construction in sociology are described to illustrate the variety of contributions artificial intelligence can bring to sociological theorizing. Finally, some of the future prospects for artificial intelligence and sociological theorizing are discussed.

[1]  Roger C. Schank,et al.  SCRIPTS, PLANS, GOALS, AND UNDERSTANDING , 1988 .

[2]  Peter M. Hall,et al.  ERVING: A Program to Teach Sociological Reasoning from the Dramaturgical Perspective. , 1989 .

[3]  C. Raymond Perrault,et al.  Elements of a Plan-Based Theory of Speech Acts , 1979, Cognitive Sciences.

[4]  N. S. Sridharan,et al.  The Plan Recognition Problem: An Intersection of Psychology and Artificial Intelligence , 1978, Artif. Intell..

[5]  K. A. Drass,et al.  The Analysis of Qualitative Data , 1980 .

[6]  Donald A. Sylvan,et al.  Counterfactuals and the Cuban Missile Crisis , 1982 .

[7]  Gregory B. Taylor,et al.  A Belief Representation for Understanding Deception , 1981, IJCAI.

[8]  E. Brent.  Knowledge-based systems: A qualitative formalism , 1986 .

[9]  Aaron Sloman,et al.  Why Robots Will Have Emotions , 1981, IJCAI.

[10]  Hayward R. Alker,et al.  From causal modelling to artificial intelligence: the evolution of a UN peace-making simulation , 1972 .

[11]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[12]  Donald A. Waterman,et al.  Pattern-Directed Inference Systems , 1981, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  R. F. Shangraw,et al.  Knowledge Acquisition, Expert Systems, and Public Management Decisions , 1987 .

[14]  Paul Harmon,et al.  Expert systems: artificial intelligence in business , 1985 .

[15]  Sanjoy Banerjee.  Reproduction of Social Structures , 1986 .

[16]  Chris Mellish,et al.  Programming in Prolog (2nd ed.) , 1984 .

[17]  William F. Clocksin,et al.  Programming in Prolog , 1981, Springer Berlin Heidelberg.

[18]  J. Carbonell,et al.  Re: The Gettysburg Address Representing Social and Political Acts. , 1978 .

[19]  P. Halfpenny.  The Analysis of Qualitative Data , 1979 .

[20]  Henry Teune,et al.  A Rationalist Methodology for the Social Sciences , 1985 .

[21]  T. Skocpol,et al.  States and social revolutions : a comparative analysis of France, Russia, and China , 1979 .

[22]  G. Simmel,et al.  Conflict and the Web of Group Affiliations , 1955 .

[23]  Kathleen M. Carley.  Knowledge acquisition as a social phenomenon , 1986 .

[24]  S. Cimbala.  Artificial Intelligence and National Security , 1986 .

[25]  G. David Garson.  The Role of Inductive Expert Systems Generators in the Social Science Research Process , 1987 .

[26]  Philip A. Schrodt.  Artificial intelligence and formal models of international behavior , 1988, New Technology in Sociology.

[27]  Jaime G. Carbonell,et al.  POLITICS: Automated Ideological Reasoning , 1978, Cogn. Sci..

[28]  C. Raymond Perrault,et al.  Elements of a Plan-Based Theory of Speech Acts , 1979, Cogn. Sci..

[29]  T. Skocpol,et al.  States and Social Revolutions , 1979 .

[30]  Kathleen M. Carley.  An approach for relating social structure to cognitive structure , 1986 .

[31]  Kevin T. Kelly,et al.  Discovering Causal Structure. , 1989 .

[32]  Gn Gilbert,et al.  Social Action and Artificial Intelligence , 1985 .

[33]  Hayward R. Alker,et al.  Generalized precedent logics for resolving insecurity dilemmas , 1980 .

[34]  J. Carbonelljr,et al.  POLITICS: Automated ideological reasoning , 1978 .

[35]  C. Raymond Perrault,et al.  Analyzing Intention in Utterances , 1986, Artif. Intell..

[36]  F. SchmidtC.,et al.  The plan recognition problem , 1978 .

[37]  Frederick Hayes-Roth,et al.  AN OVERVIEW OF PATTERN-DIRECTED INFERENCE SYSTEMS , 1978 .