Functional Classification of Space: Aspects of Site Suitability Assessment in a Decision Support Environment

The research described in this report was one of the building blocks of a project on Expert Systems for Integrated Development: A Case Study of Shanxi Province, a collaboration between IIASA's Advanced Computer Applications (ACA) group and the State Science and Technology Commission of the People's Republic of China. REPLACE is one of the true "expert systems" components of the Shanxi Province prototype; not only was it implemented in Prolog, which made it attractive to the ACA project and its Chinese colleagues, it also represents, with a considerable amount of hindsight, an extension to the decision support philosophy of "satisficing", cultivated at IIASA's Methods and Decision Analysis (MDA) project. Combining a soft optimization paradigm with Prolog's power to use numerical, as well as symbolic, descriptors in describing a location's properties as well as an activity's requirements, and matching them, using logic rather than number crunching, resulted in a system of considerable appeal and great promise. Adding the graphical interaction and display features that are the hallmark of ACA's developments resulted in a package that impressively illustrates the underlying concepts and ideas in computational geography and locational analysis.

[1]  Keith Shwayder,et al.  Conversion of limited-entry decision tables to computer programs—a proposed modification to Pollack's algorithm , 1971, CACM.

[2]  Drew McDermott,et al.  Non-Monotonic Logic I , 1987, Artif. Intell..

[3]  Walton A. Perkins,et al.  Checking an Expert Systems Knowledge Base for Consistency and Completeness , 1985, IJCAI.

[4]  J. Firn External Control and Regional Development: The Case of Scotland , 1975 .

[5]  John Rennie Short THE INTRA-URBAN MIGRATION PROCESS: COMMENTS AND EMPIRICAL FINDINGS , 1977 .

[6]  Hector J. Levesque,et al.  An overview of Knowledge Representation , 1983, On Conceptual Modelling.

[7]  D. Massey In what sense a regional problem , 1979 .

[8]  Leon Sterling,et al.  The Art of Prolog - Advanced Programming Techniques , 1986 .

[9]  Gordon Pirie,et al.  Thoughts on Revealed Preference and Spatial Behaviour , 1976 .

[10]  Dieter Biehl Bestimmungsgründe des regionalen Entwicklungspotentials : Infrastruktur, Agglomeration und sektorale Wirtschaftsstruktur , 1975 .

[11]  David C. Littman Modelling Human Expertise in Knowledge Engineering: Some Preliminary Observations , 1987, Int. J. Man Mach. Stud..

[12]  J. Brans Multiple criteria analysis: Operational methods: Peter Nijkamp and Jaap Spronk (Eds.) Gower, Aldershot, 1981, xii + 271 pages, £17.50 , 1982 .

[13]  J. Ross Quinlan,et al.  Learning Efficient Classification Procedures and Their Application to Chess End Games , 1983 .

[14]  H. Timmermans,et al.  Decisionmaking between Multiattribute Choice Alternatives: A Model of Spatial Shopping-Behaviour Using Conjoint Measurements , 1984 .

[15]  H. Timmermans,et al.  Locational Choice Behaviour of Entrepreneurs: An Experimental Analysis , 1986 .

[16]  G. J. R. Linge,et al.  Spatial Analysis, Industry and the Industrial Environment. Volume 1, Industrial Systems , 1982 .

[17]  C. Gustav Lundberg,et al.  KNOWLEDGE ACQUISITION AND EXPERTISE EVALUATION , 1989 .

[18]  Allen John Scott,et al.  An introduction to spatial allocation analysis , 1971 .

[19]  Reginald G. Golledge,et al.  Spatial choice and spatial behavior : geographic essays on the analysis of preferences and perceptions , 1976 .

[20]  Peter M. Townroe,et al.  Some behavioural considerations in the industrial location decision , 1972 .

[21]  J R Davis,et al.  ADAPT: A Knowledge-Based Decision Support System for Producing Zoning Schemes , 1987 .

[22]  S. Ganapathy,et al.  Information theory applied to the conversion of decision tables to computer programs , 1973, CACM.

[23]  Herbert A. Simon The new science of management decision. , 1960 .

[24]  P. M. Townroe,et al.  Industrial location and regional economic policy ; a selected bibliography , 1970 .

[25]  Ivan Bratko,et al.  Prolog Programming for Artificial Intelligence , 1986 .

[26]  William A. Gale Knowledge-Based Knowledge Acquisition for a Statistical Consulting System , 1987, Int. J. Man Mach. Stud..

[27]  P.H.J. Hendriks De relationele definitie van begrippen: een relationeel realistische visie op het operationaliseren en representeren van begrippen , 1986 .

[28]  John F. Sowa,et al.  Conceptual Structures: Information Processing in Mind and Machine , 1983 .

[29]  Rainer Thoss Gleichwertige Lebensbedingungen durch eine Raumordnungspolitik des mittleren Weges , 1983 .

[30]  Stephen W. Smoliar,et al.  On making expert systems more like experts , 1987 .

[31]  Earl D. Sacerdott Planning in a hierarchy of abstraction spaces , 1973, IJCAI 1973.

[32]  E. M. Rawstron Three Principles of Industrial Location , 1958 .

[33]  Keith Shwayder Extending the infomation theory approach to converting limited-entry decision tables to computer programs , 1974, CACM.

[34]  A. Lösch The economics of location , 1954 .

[35]  Ralph B. Winn The Nature of Causation , 1940, Philosophy of Science.

[36]  H. Couclelis ARTIFICIAL INTELLIGENCE IN GEOGRAPHY: CONJECTURES ON THE SHAPE OF THINGS TO COME , 1986 .

[37]  A. Glasmeier Factors Governing the Development of High Tech Industry Agglomerations: A Tale of Three Cities , 1988 .

[38]  Harry Timmermans,et al.  Decompositional Multiattribute Preference Models in Spatial Choice Analysis: A Review of Some Recent Developments , 1984 .

[39]  R. Luce,et al.  Simultaneous conjoint measurement: A new type of fundamental measurement , 1964 .

[40]  D. M. Smith,et al.  Industrial location: an economic geographical analysis , 1972 .

[41]  R. Erickson,et al.  The Regional Impact of Growth Firms: The Case of Boeing, 1963-1968 , 1974 .

[42]  D. Massey,et al.  TOWARDS A CRITIOUE OF INDUSTRIAL LOCATION THEORY , 1973 .

[43]  Theodore C. Denise On the nature of inus conditionality , 1984 .

[44]  Sitansu S. Mittra,et al.  Decision support systems: Tools and techniques , 1986 .

[45]  Jacqueline Desbarats,et al.  Spatial choice and constraints on behavior , 1983 .

[46]  Maurice H. Yeates,et al.  Man's economic environment , 1976 .

[47]  Richard Langendorf,et al.  Computers and Decision Making , 1985 .

[48]  C. D. Perman,et al.  A PLANNER'S INTRODUCTION TO EXPERT SYSTEMS , 1987 .

[49]  Hjp Harry Timmermans,et al.  The predictive ability of alternative decision rules in decompositional multiattribute preference models , 1984 .

[50]  Richard L. Church,et al.  A comparison of two baseline screening approaches to regional energy facility siting , 1981 .

[51]  Marc de Smidt,et al.  The Corporate Firm in a Changing World Economy: Case Studies in the Geography of Enterprise , 1990 .

[52]  J R Davis,et al.  Roles for Knowledge-Based Systems in Environmental Planning , 1987 .

[53]  Guy P. F. Steed,et al.  Internal organization, firm integration, and locational change : The Northern Ireland linen complex, 1954-1964 , 1971 .

[54]  Kevin D. Reilly,et al.  A Logic Programming Perspective on Decision Table Theory and Practice , 1987, Data Knowl. Eng..

[55]  Joost Breuker,et al.  A Case Study in Structured Knowledge Acquisition , 1985, IJCAI.

[56]  T. Lyons,et al.  Interprovincial Trade and Development in China, 1957-1979 , 1987, Economic Development and Cultural Change.

[57]  Benjamin F. Hobbs Multiobjective Power Plant Siting Methods , 1980 .

[58]  William F. Clocksin,et al.  Programming in Prolog. Second edition , 1984 .

[59]  G. Rushton ANALYSIS OF SPATIAL BEHAVIOR BY REVEALED SPACE PREFERENCE , 1969 .

[60]  Ehud Shapiro,et al.  Inductive Inference of Theories from Facts , 1991, Computational Logic - Essays in Honor of Alan Robinson.

[61]  Gerard Rushton,et al.  Decision support systems for locational planning. , 1988 .

[62]  Margaret G. Wilder Site and Situation Determinants of Land use Change: An Empirical Example , 1985 .

[63]  Timothy W. Finin,et al.  Interactive classification: A technique for acquiring and maintaining knowledge bases , 1984, Proceedings of the IEEE.

[64]  Harry Timmermans,et al.  UNCOVERING SPATIAL DECISION‐MAKING PROCESSES: A DECISION NET APPROACH APPLIED TO RECREATIONAL CHOICE BEHAVIOUR , 1987 .

[65]  T. Niblett,et al.  AUTOMATIC INDUCTION OF CLASSIFICATION RULES FOR A CHESS ENDGAME , 1982 .

[66]  H. Timmermans,et al.  REVEALED SPACE PREFERENCE THEORY — A REJOINDER , 1979 .

[67]  R. Wilensky Planning and Understanding: A Computational Approach to Human Reasoning , 1983 .

[68]  Ian Cullen Expert systems in planning analysis , 1986 .

[69]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[70]  F. Hahn,et al.  Location and Space-Economy. , 1958 .

[71]  William A. Thompson,et al.  Finding rules in data , 1986 .

[72]  Frank J. Calzonetti,et al.  Finding a Place for Energy: Siting Coal Conversion Facilities. Resource Publications in Geography. , 1981 .

[73]  Larry J. Eshelman,et al.  MOLE: A Tenacious Knowledge-Acquisition Tool , 1987, Int. J. Man Mach. Stud..

[74]  Efraim Turban,et al.  Integrating Expert Systems and Decision Support Systems , 1986, MIS Q..

[75]  N. A. Schreiner-Novick Processes and tools for decision support , 1983, Inf. Manag..

[76]  H. Couclelis A Theoretical Framework for Alternative Models of Spatial Decision and Behavior , 1986 .

[77]  A.G.M. van der Smagt Definiëren en relateren in sociaalwetenschappelijk onderzoek , 1985 .

[78]  Lawrence Mayer,et al.  Proximity and Preference: Problems in the Multidimensional Analysis of Large Data Sets , 1982 .

[79]  H. J. Schuler A DISAGGREGATE STORE-CHOICE MODEL OF SPATIAL DECISION-MAKING , 1979 .

[80]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[81]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[82]  J. R. Quinlan Discovering rules by induction from large collections of examples Intro-ductory readings in expert s , 1979 .

[83]  K. Chapman,et al.  CORPORATE SYSTEMS IN THE UNITED KINGDOM PETROCHEMICAL INDUSTRY , 1974 .

[84]  M. A. Adewole Osunade SOIL SUITABILITY CLASSIFICATION BY SMALL FARMERS , 1988 .

[85]  E. Weigkricht,et al.  Interactive Energy Demand Analysis: A Case Study of Shanxi Province, PRC , 1988 .

[86]  P. Dicken The multiplant business enterprise and geographical space: Some issues in the study of external control and regional development , 1976 .

[87]  J. McMillan Why Manufacturers Choose Plant Locations vs. Determinants of Plant Locations , 1965 .

[88]  M B Greeny,et al.  Regional Preferences for Interlocking Directorates among the Largest American Corporations , 1981 .

[89]  Jordan J. Louviere,et al.  A CONCEPTUAL AND ANALYTICAL FRAMEWORK FOR UNDERSTANDING SPATIAL AND TRAVEL CHOICES , 1981 .

[90]  Randall Davis,et al.  Interactive Transfer of Expertise: Acquisition of New Inference Rules , 1993, IJCAI.

[91]  Gerald DeJong,et al.  Towards a Model of Conceptual Knowledge Acquisition Through Directed Experimentation , 1985, IJCAI.

[92]  Richard Forsyth,et al.  Expert systems: Principles and case studies , 1984 .

[93]  N. Pidgeon,et al.  Fuzzy set analysis for behavioral and social sciences , 1988 .

[94]  Stuart Holland,et al.  The regional problem , 1976 .

[95]  Jack Minker,et al.  Logic and Databases: A Deductive Approach , 1984, CSUR.

[96]  Ingo Ruhmann,et al.  KRITON: A Knowledge-Acquisition Tool for Expert Systems , 1987, Int. J. Man Mach. Stud..

[97]  H. Watts Spatial rationalisation in multi-plant enterprises , 1974 .

[98]  G. Nees Künstliche Intelligenz und Expertensysteme , 1985 .

[99]  Ralph H. Sprague,et al.  A Framework for the Development of Decision Support Systems , 1993 .

[100]  James O. Wheeler Effects of Geographical Scale on Location Decisions in Manufacturing: The Atlanta Example , 1981 .

[101]  James R. Bettman,et al.  Information Processing Models of Consumer Behavior , 1970 .

[102]  R. Reitsma,et al.  A causal typology of migration: the role of commuting. , 1988, Regional studies.

[103]  Kurt Fedra,et al.  A Hybrid Approach to Information and Decision Support Systems: Hazardous Substances and Industrial Risk Management , 1987 .

[104]  Kenneth J. Dueker,et al.  Geographic Information Systems and Computer-Aided Mapping , 1987 .

[105]  L. A. Brown,et al.  The Intra-Urban Migration Process: a Perspective , 1970 .

[106]  Günter Krumme Toward a Geography of Enterprise , 1969 .

[107]  Henry H. Rueter,et al.  Extracting expertise from experts: Methods for knowledge acquisition , 1987 .

[108]  Keith Chapman,et al.  Industrial Location: Principles and Policies , 1987 .

[109]  L. D. Hopkins,et al.  Methods for Generating Land Suitability Maps : A Comparative Evaluation , 2013 .

[110]  C. V. Negoiţă,et al.  Expert systems and fuzzy systems , 1985 .

[111]  Mark Stefik,et al.  Planning with Constraints (MOLGEN: Part 1) , 1981, Artif. Intell..

[112]  Andrzej P. Wierzbicki,et al.  Plural Rationality and Interactive Decision Processes , 1985 .

[113]  George L. Mehren Plant Location in Theory and in Practice: The Economics of Space, Melvin L. Greenhut. Chapel Hill: The University of North Carolina Press, 1956, Pp. xiii, 338. $7.50 , 1957 .

[114]  John W. Sutherland Prospects for logical (versus data) processing facilities as strategic decision aids , 1988, IEEE Trans. Syst. Man Cybern..

[115]  Donald Michie,et al.  Generating Rules from Examples , 1985, IJCAI.

[116]  P. Samuelson,et al.  Foundations of Economic Analysis. , 1948 .

[117]  James Gleick,et al.  Chaos, Making a New Science , 1987 .

[118]  Anna Hart,et al.  Knowledge acquisition for expert systems , 1988 .

[119]  Roger F. Tomlinson,et al.  Current and potential uses of geographical information systems The North American experience , 1987, Int. J. Geogr. Inf. Sci..

[120]  Frieder Meyer-Krahmer,et al.  Innovation behaviour and regional indigenous potential , 1985 .