Data management and model management: a relational synthesis

The successful implementation of data base management systems has led to suggestions that similar systems, called model management systems, be developed for decision models to facilitate and control user access to models and to integrate sets of models. This paper compares data management and model management in a relational context and examines an important difference between them: the conspicuous presence of sensitivity analysis in model management and its complete absence in data management. The paper concludes by outlining the salient issues in the integration of data and model management.

[1]  Ralph H. Sprague,et al.  Building Effective Decision Support Systems , 1982 .

[2]  Joyce J. Elam,et al.  Model Management Systems: an Approach to Decision Support in Complex Organizations , 1980, ICIS.

[3]  Ben Shneiderman,et al.  Design, development and utilization perspectives on database management systems , 1977, Inf. Process. Manag..

[4]  Hartmut J. Will,et al.  Model management systems , 1975 .

[5]  T. Naylor,et al.  A Survey of Users of Corporate Planning Models , 1976 .

[6]  Andrew B. Whinston,et al.  THE EVOLVING ROLES OF MODELS IN DECISION SUPPORT SYSTEMS , 1980 .

[7]  Robert W. Blanning Model-based and data-based planning systems , 1981 .

[8]  Robert H. Bonczek,et al.  A Generalized Decision Support System Using Predicate Calculus and Network Data Base Management , 1981, Oper. Res..

[9]  Peter G. W. Keen,et al.  Decision support systems : an organizational perspective , 1978 .

[10]  Joyce J Elam Model Management Systems: A Framework for Development , 1979 .

[11]  Jeffrey D. Ullman,et al.  Principles of Database Systems , 1980 .

[12]  Hans Rademacher,et al.  The ϑ-functions , 1973 .

[13]  Robert W. Blanning,et al.  The functions of a decision support system , 1979, Inf. Manag..

[14]  John Mylopoulos An overview of Knowledge Representation , 1981, SIGMOD 1981.

[15]  Donald D. Chamberlin,et al.  SEQUEL 2: A Unified Approach to Data Definition, Manipulation, and Control , 1976, IBM J. Res. Dev..

[16]  Robert W. Blanning,et al.  Heuristic modeling and technological impact analysis , 1979 .

[17]  Irving L. Traiger,et al.  A history and evaluation of System R , 1981, CACM.

[18]  E. F. Codd,et al.  Relational Completeness of Data Base Sublanguages , 1972, Research Report / RJ / IBM / San Jose, California.

[19]  Edgar H. Sibley,et al.  Guest Editor's Introduction: The Development of Data-Base Technology , 1976, CSUR.