Impacts of Artificial Intelligence on Organizational Decision Making

Of all of the new technologies emerging in the late 20th century, the production of artificial intelligence may provide the most profound impacts on organizational decision making. Because the development of artificial intelligence technologies and models has largely been based on psychological models of human cognition, the effects of their implementation in complex social settings have not been thoroughly examined. This paper is an attempt to generate research which will develop a comprehensive understanding of the impacts of artificial intelligence and its role in complex organizations. A set of 11 hypotheses has been developed which examine the relationships between artificial intelligence technologies and the dimensions of organizational decision making. It is argued here that the implementation of expert systems will lead to less complex and political decision processes, while the implementation of natural language systems will lead to more complex and political decision processes.

[1]  Raymond Reiter,et al.  A Logic for Default Reasoning , 1987, Artif. Intell..

[2]  Sarit Kraus,et al.  Nonmonotonic Reasoning, Preferential Models and Cumulative Logics , 1990, Artif. Intell..

[3]  J. Pennings,et al.  Structural conditions of intraorganizational power , 1974 .

[4]  John W. Meyer,et al.  Institutionalized Organizations: Formal Structure as Myth and Ceremony , 1977, American Journal of Sociology.

[5]  David John Hickson,et al.  Top decisions : strategic decision-making in organizations , 1987 .

[6]  D. Tucker,et al.  Functional requirements for a fuzzy expert system shell , 1987 .

[7]  Robert C. Moore Semantical Considerations on Nonmonotonic Logic , 1985, IJCAI.

[8]  Pamela S. Tolbert,et al.  Institutional Sources of Change in the Formal Structure of Organizations: The Diffusion of Civil Service Reform, 1880-1935 , 1983 .

[9]  R. Duda,et al.  Expert Systems Research. , 1983, Science.

[10]  Barry M. Staw,et al.  Expo 86: An Escalation Prototype. , 1986 .

[11]  R. Daft,et al.  Toward a Model of Organizations as Interpretation Systems , 1984 .

[12]  N. Green Hall A fuzzy decision support system for strategic planning , 1987 .

[13]  Robert C. Spicer,et al.  Author's biography , 1993 .

[14]  Udo Hahn,et al.  Text condensation as knowledge base abstraction , 1988, [1988] Proceedings. The Fourth Conference on Artificial Intelligence Applications.

[15]  Michael Lebowitz Intelligent Information Systems , 1983, SIGIR.

[16]  이재규,et al.  Intelligent Production Planning System Using the Post-Model Analysis Approach , 1987 .

[17]  John Bell The Logic of Nonmonotonicity , 1990, Artif. Intell..

[18]  L. Zucker The role of institutionalization in cultural persistence. , 1977 .

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

[20]  Jorge Moser,et al.  Management expert systems (M.E.S.): A framework for development and implementation , 1987, Inf. Process. Manag..

[21]  Jstor The journal of conflict resolution , 1957 .

[22]  Robert Trappl Impacts of Artificial Intelligence: An Overview , 1986, Impacts of Artificial Intelligence.

[23]  Alan Borning,et al.  A prototype electronic encyclopedia , 1985, TOIS.

[24]  Barry M. Staw,et al.  Behavior in escalation situations: Antecedents, prototypes, and solutions. , 1987 .

[25]  David C. Wilson,et al.  Top Decisions: Strategic Decision-Making in Organizations. , 1987 .

[26]  Peter Suedfeld,et al.  War, Peace, and Integrative Complexity , 1977 .

[27]  Patricia M. Fandt,et al.  Politics in organizations. , 1989 .

[28]  Henry Mintzberg,et al.  The Structure of "Unstructured" Decision Processes , 1976 .

[29]  D J Del Bueno,et al.  Power and politics in organizations. , 1986, Nursing outlook.

[30]  Henry Mintzberg,et al.  Power in and Around Organizations , 1983 .

[31]  Susan Gauch,et al.  An expert system for searching in full-text , 1989, Inf. Process. Manag..

[32]  Douglas B. Lenat Computer Software for Intelligent Systems. , 1984 .

[33]  C. Lindblom THE SCIENCE OF MUDDLING THROUGH , 1959 .

[34]  Alan Borning,et al.  Knoesphere: Building Expert Systems With Encyclopedic Knowledge , 1983, IJCAI.