A Research Perspective: Artificial Intelligence, Management and Organizations

In recent years many companies have deployed Artificial Intelligence AI, which has included neural networks, expert systems and voice-recognition systems. Yet managers and developers understand very little about how management and organizations affect or are affected by the technology. Using specific examples from practice and research, this paper discusses the interaction of AI, management and organizations, and describes some methodological approaches and theoretical models for studying those interactions. It provides direction for future research.

[1]  Peter Duchessi,et al.  Contrasting successful and unsuccessful expert systems , 1992 .

[2]  Georgios I. Doukidis,et al.  A Survey of the Application of Artificial Intelligence Techniques within the OR Society , 1990 .

[3]  C. Perrow A FRAMEWORK FOR THE COMPARATIVE ANALYSIS OF ORGANIZATIONS , 1967 .

[4]  Randall L. Schultz,et al.  A Structural Model of Implementation , 1983 .

[5]  T. H. Kwon,et al.  Unifying the fragmented models of information systems implementation , 1987 .

[6]  Kathleen M. Eisenhardt,et al.  Making Fast Strategic Decisions In High-Velocity Environments , 1989 .

[7]  Daniel E. O'Leary,et al.  The organizational impact of expert systems , 1987 .

[8]  Thomas L. Case,et al.  Expert Systems and Artificial Intelligence , 1990 .

[9]  John J. Sviokla An examination of the impact of expert systems on the firm: the case of XCON , 1990 .

[10]  Karen J. Murray,et al.  Expert system development: a retrospective view of five systems , 1990, IEEE Expert.

[11]  Daniel E. O'Leary,et al.  The Impact of Expert Systems in Accounting: System Characteristics, Productivity and Work Unit Effects , 1993 .

[12]  Belden Menkus,et al.  Wall Street dodges computer disasters , 1992 .

[13]  Sung J. Shim,et al.  Expert Systems for Evaluating Business Opportunities: Implementing the Management Advisor at Krypton Chemical , 1993 .

[14]  Edward A. Feigenbaum,et al.  The rise of the expert company , 1988 .

[15]  Ravi S. Sharma,et al.  A socio-technical model for deploying expert systems. I. The general theory , 1991 .

[16]  Frederick Hayes-Roth,et al.  Building expert systems , 1983, Advanced book program.

[17]  K. Eisenhardt Building theories from case study research , 1989, STUDI ORGANIZZATIVI.

[18]  E. Rogers Diffusion of Innovations , 1962 .

[19]  Peter Zorkoczy Successful Expert Systems , 1991 .

[20]  Carol E. Brown,et al.  The Uses of Advanced Information Technology in Audit Planning , 1992 .

[21]  Henry C. Lucas,et al.  Information Systems Implementation: Testing a Structural Model , 1990 .

[22]  L. Vogel,et al.  Strategy and Structure , 1986 .