Expert systems applications development research in business: A selected bibliography (1975-1989)

Abstract This paper provides a comprehensive bibliography of the application of expert systems (ES) in business areas from 1975 through 1989. Initial compilation of ES application was based on the references of major ES and other related textbooks. From 1984 to 1989 the most important source of information has been the Compact Disc-Read Only Memory (CD-ROM) version of ABI/INFORM database by University of Microfilm International (UMI)/Data courier. One hundred and ninety-seven application articles are classified according to eight functional areas of business. This survey also identifies the top 21 journals that have published ES application articles as well as annual counts of those articles over the last 15 years.

[1]  M. H. Wolfe,et al.  Development of an expert investment strategy system for aerospace RD&E and production contract bidding , 1987, IEEE Transactions on Engineering Management.

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

[3]  Charles W. Butler,et al.  Knowledge-Based Systems in the Commercial Environment , 1986, IBM Syst. J..

[4]  Richard A. Wysk,et al.  Intelligent reasoning for processing planning , 1987 .

[5]  Douglas B. Lenat,et al.  EURISKO: A Program That Learns New Heuristics and Domain Concepts , 1983, Artif. Intell..

[6]  Janet L. Kolodner.  Indexing and retrieval strategies for natural language fact retrieval , 1983, TODS.

[7]  Dorothy G. Dologite.  Developing a knowledge-based system on a personal computer using an expert system shell , 1987 .

[8]  Peter Falster,et al.  Planning and controlling production systems in combining simulation and expert systems , 1987 .

[9]  M. J. R. Keen.  Dragon: the development of an expert sizing system , 1983 .

[10]  Richard Stacey,et al.  A prototype expert system for selecting control charts , 1988 .

[11]  Andrew B. Whinston,et al.  A consulting system for data base design , 1982, Inf. Syst..

[12]  Frank J. Pipitone,et al.  The FIS Electronics Troubleshooting System , 1986, Computer.

[13]  Milton W. Green,et al.  An Expert System for Real-Time Control , 1986, IEEE Software.

[14]  S. Myers.  Notes on an Expert System for Capital Budgeting , 1988 .

[15]  Douglas B. Lenat,et al.  Heuristic Search for New Microcircuit Structures: An Application of Artificial Intelligence , 1982, AI Mag..

[16]  Suraj M. Alexander,et al.  Advisory system for control chart selection , 1986 .

[17]  S. Jiaoying,et al.  Artificial intelligence in computer aided design , 1987 .

[18]  James L. Alty,et al.  Expert Systems: An Alternative Paradigm , 1984, Int. J. Man Mach. Stud..

[19]  Rob A. Rutenbar,et al.  How to automate analog IC designs , 1988, IEEE Spectrum.

[20]  George Stephanopoulos,et al.  Knowledge-Based System Applications in Engineering Design: Research at MIT , 1989, AI Mag..

[21]  Tien-Chien Chang,et al.  Expert process planning system with solid model interface , 1988 .

[22]  Edward A. Fox,et al.  Development of the coder system: A testbed for artificial intelligence methods in information retrieval , 1987, Inf. Process. Manag..

[23]  Stephan Heuer,et al.  INVEST: an expert system for financial investments , 1988, IEEE Expert.

[24]  Andrew Kusiak,et al.  Designing expert systems for scheduling automated manufacturing , 1987 .

[25]  Peter Duchessi,et al.  Lending Analysis Support System (LASS): An Application of a Knowledge-Based System to Support Commercial Loan Analysis , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[26]  Dorothy G. Dologite,et al.  Developing knowledge-based systems for strategic corporate planning , 1988 .

[27]  L. Riccio,et al.  COMPUTER-GENERATED SYSTEM AIDS AIRLINE'S PASSENGER FLOW AND ROUTING OF AIRCRAFT , 1985 .

[28]  Kathleen M. Swigger,et al.  GATES: an airline gate assignment and tracking expert system , 1988, IEEE Expert.

[29]  Peter O'Grady,et al.  An intelligent cell control system for automated manufacturing , 1988 .

[30]  James P. Ignizio,et al.  Sonar array element location: A hybrid expert systems application , 1987 .

[31]  Amit Kar.  Select: A process selector for the small jobber , 1987 .

[32]  E H Shortliffe,et al.  PUFF: an expert system for interpretation of pulmonary function data. , 1982, Computers and biomedical research, an international journal.

[33]  A. Marr,et al.  Using an Expert System to Monitor an Automatic Stock Control System , 1989 .

[34]  L. Thorne McCarty,et al.  Reflections on "Taxman": An Experiment in Artificial Intelligence and Legal Reasoning , 1977 .

[35]  E. Bensana,et al.  OPAL: A Knowledge-Based System for Industrial Job-Shop Scheduling , 1988 .

[36]  V. Srinivasan,et al.  Designing Expert Financial Systems: A Case Study of Corporate Credit Management , 1988 .

[37]  R. L. Kashyap,et al.  Expert System for industrial facilities layout planning and analysis , 1987 .

[38]  Rangasami L. Kashyap,et al.  Application of expert systems and pattern recognition methodologies to facilities layout planning , 1988 .

[39]  W. A. Martin,et al.  The MACSYMA system , 1971, SYMSAC '71.

[40]  John P. Seagle,et al.  A Knowledge-Engineered System for Commercial Loan Decisions , 1988 .

[41]  Danielle Boulanger,et al.  An approach to analyzing the information content of existing databases , 1989, DATB.

[42]  Charles R. Litecky,et al.  An expert system for Cobol program debugging , 1989, DATB.

[43]  John T. Bowen,et al.  Expert Systems , 1988 .

[44]  Hoda A. ElMaraghy,et al.  Feature based expert parts assignment in cellular manufacturing , 1989 .

[45]  Michael R. Genesereth,et al.  The Use of Design Descriptions in Automated Diagnosis , 1984, Artif. Intell..

[46]  Luqi.  Knowledge-based support for rapid software prototyping , 1988, IEEE Expert.

[47]  Patricia Carando.  Shadow: fusing hypertext with AI , 1989, IEEE Expert.

[48]  Sabah U. Randhawa,et al.  Wavesolder assistant: an expert system to aid troubleshooting of the wave soldering process , 1986 .

[49]  Mark S. Fox,et al.  The Kowledge-Based Simulation System , 1986, IEEE Software.

[50]  Stan Matwin,et al.  Negoplan: an expert system shell for negotiation support , 1989, IEEE Expert.

[51]  Mohammad J. Abdolmohammadi,et al.  Decision Support and Expert Systems in Auditing: A Review and Research Directions , 1987 .

[52]  John P. McDermott,et al.  R1 Revisited: Four Years in the Trenches , 1984, AI Mag..

[53]  John P. McDermott,et al.  VT: An Expert Elevator Designer That Uses Knowledge-Based Backtracking , 1988, AI Mag..

[54]  Bruce G. Buchanan,et al.  Dendral and Meta-Dendral: Their Applications Dimension , 1978, Artif. Intell..

[55]  Michael D. Rychener.  Expert Systems for Engineering Design , 1988 .

[56]  Nancy G. Hall.  Diagnosing problems with the user interface for a strategic planning fuzzy DSS , 1988, IEEE Trans. Syst. Man Cybern..

[57]  Robert H. Michaelsen.  An expert system for federal tax planning , 1984 .

[58]  James A. Voelker,et al.  The Genesis of a Knowledge-Based Expert System , 1986, IBM Syst. J..

[59]  Andrew Kusiak.  An expert system for group technology , 1987 .

[60]  Jay M. Tenenbaum,et al.  PIES: An Engineer's Do-It-Yourself Knowledge System for Interpretation of Parametric Test Data , 1986, AI Mag..

[61]  Craig William Fellenstein,et al.  A Prototype Manufacturing Knowledge Base in Syllog , 1985, IBM J. Res. Dev..

[62]  Behrokh Samadi.  TUNEX: A Knowledge-Based System for Performance Tuning of the UNIX Operating System , 1989, IEEE Trans. Software Eng..

[63]  Akira Tsurushima,et al.  An expert system using priorities for solving multiple-criteria facility layout problems , 1989 .

[64]  Claude Gomez,et al.  An Expert System for Stochastic Control Problems: Automatic Report Generation , 1989 .

[65]  Robert Hellawell,et al.  A Computer Program for Legal Planning and Analysis: Taxation of Stock Redemptions , 1980 .

[66]  David R. Harris,et al.  KBRA: A new paradigm for requirements engineering , 1988, IEEE Expert.

[67]  P. A. Sachs,et al.  Escort — an expert system for complex operations in real time , 1986 .

[68]  Gautam Biswas,et al.  Oases: An Expert System for Operations Analysis the System for Cause Analysis , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[69]  David C. Brown,et al.  Knowledge and Control for a Mechanical Design Expert System , 1986, Computer.

[70]  Wolfgang Gaul,et al.  A knowledge-based system for supporting data analysis problems , 1989, Decis. Support Syst..

[71]  N. Connell.  Expert Systems in Accountancy: A Review of Some Recent Applications , 1987 .

[72]  Mahmut Parlar,et al.  EXPIM: a knowledge-based expert system for production/inventory modelling , 1989 .

[73]  J. Billingham,et al.  Progress towards an Intelligent Computer‐Aided Risk Evaluation System , 1987 .

[74]  Richard A. Wysk,et al.  Multi-pass expert control system - a control/scheduling structure for flexible manufacturing cells , 1988 .

[75]  T. J. Grant,et al.  Lessons for O.R. from A.I.: A Scheduling Case Study , 1986 .

[76]  Clive L. Dym,et al.  PRIDE: An Expert System for the Design of Paper Handling Systems , 1986, Computer.

[77]  H. Raghav Rao,et al.  Expert Systems in Production and Operations Management: Classification and Prospects , 1988 .

[78]  Joseph L. Hellerstein,et al.  YES/MVS and the Automation of Operations for Large Computer Complexes , 1986, IBM Syst. J..

[79]  Charles J. Malmborg,et al.  A prototype expert system for industrial truck type selection , 1987 .

[80]  Donald E. Thomas,et al.  The VLSI Design Automation Assistant: An IBM System/370 Design , 1984, IEEE Design & Test of Computers.

[81]  Leonard M. Lodish,et al.  Promoter: An Automated Promotion Evaluation System , 1987 .

[82]  Richard A. Wysk,et al.  An expert system for machining data selection , 1986 .

[83]  Efraim Turban,et al.  Decision Support and Expert Systems: Management Support Systems , 1990 .

[84]  Sudha Ram,et al.  Expert systems: An emerging technology for selecting new product winners , 1989 .

[85]  Colin L. Moodie,et al.  A pattern-recognition-based method for controlling a multi-loop production system , 1988 .

[86]  Donald E. Brown,et al.  A Knowledge-based Design Aid for Superheaters Employing Pseudo-random Search , 1989 .

[87]  Andrew Kusiak,et al.  Knowledge-based system for machine layout in a flexible manufacturing system , 1988 .

[88]  R. Clay Sprowls,et al.  S*P*A*R*K: A Knowledge-Based System for Identifying Competitive Uses of Information Technology , 1989, IBM Syst. J..

[89]  Roy S. Freedman,et al.  OPGEN: The Evolution of an Expert System for Process Planning , 1986, AI Mag..

[90]  William J. Clancey,et al.  A Qualitative Modeling Shell for Process Diagnosis , 1986, IEEE Software.

[91]  K Kastner.  Continuous real-time expert system for computer operations , 1986 .

[92]  Stephen F. Smith,et al.  ISIS—a knowledge‐based system for factory scheduling , 1984 .

[93]  Marie-France Bruandet,et al.  Outline of a knowledge-base model for an intelligent information retrieval system , 1989, Inf. Process. Manag..

[94]  Gautam Biswas,et al.  An expert decision support system for production control , 1988, Decis. Support Syst..

[95]  Soundar Kumara,et al.  Expert systems in industrial engineering , 1986 .

[96]  John S. Chandler,et al.  Auditor: a microcomputer‐based expert system to support auditors in the field , 1985 .

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

[98]  Michael Goul,et al.  On building expert systems for strategic planners: A knowledge engineer's experience , 1987, Inf. Manag..

[99]  Omar Keith Helferich,et al.  Expert system applications in customer service , 1987, SIGCPR '87.

[100]  Reuven R. Levary,et al.  Computer-Aided Software Development Process Design , 1989, IEEE Trans. Software Eng..

[101]  Stephen F. Smith,et al.  Constructing and Maintaining Detailed Production Plans: Investigations into the Development of Knowledge-Based Factory Scheduling Systems , 1986, AI Mag..

[102]  M. Rahman,et al.  An expert system for process planning , 1987 .

[103]  Jerome Kanter,et al.  Developing an expert systems strategy , 1989 .

[104]  Duvvuru Sriram,et al.  A Bibliography on Knowledge-Based Expert Systems in Engineering , 1984 .

[105]  Rob R. Weitz,et al.  Nostradamus A knowledge-based forecasting advisor , 1986 .

[106]  James V. Hansen,et al.  A knowledge-based expert system for auditing advanced computer systems☆ , 1986 .

[107]  Hoda A. ElMaraghy,et al.  Knowledge-based system for assignment of parts to machine cells , 1988 .

[108]  Andrew Basden.  On the Application of Expert Systems , 1983, Int. J. Man Mach. Stud..

[109]  Victor R. Basili,et al.  An Evaluation of Expert Systems for Software Engineering Management , 1989, IEEE Trans. Software Eng..

[110]  Michael J. Shaw,et al.  An Artificial Intelligence Approach to the Scheduling of Flexible Manufacturing Systems , 1989 .

[111]  Mark S. Fox,et al.  Autonomous Manufacturing: Automating the Job-Shop , 1984, Computer.

[112]  Tore Risch,et al.  Syntel Using a Functional Language for Financial Risk Assessment , 1987, IEEE Expert.

[113]  Robert L. Osborne.  Online, Artificial Intelligence-Based Turbine Generator Diagnostics , 1986, AI Mag..

[114]  M. Shaw,et al.  Using an Expert System with Inductive Learning to Evaluate Business Loans , 1988 .

[115]  Dennis Longley,et al.  Expert systems applied to the analysis of key management schemes , 1987, Comput. Secur..

[116]  Roger T. Hartley.  CRIB: Computer Fault-finding Through Knowledge Engineering , 1984, Computer.

[117]  Tarun Gupta,et al.  A survey of expert systems in manufacturing and process planning , 1989 .

[118]  Michael Jeng-Ping Shaw.  Knowledge-based scheduling in flexible manufacturing systems: an integration of pattern-directed inference and heuristic search , 1988 .

[119]  N. D. Duffy,et al.  An integrated control and error interpretation system for collaborating robots , 1989 .

[120]  Mark Chignell,et al.  Intelligent warning systems for instrument landings , 1987 .

[121]  Jean-Claude Latombe,et al.  Making Compromises Among Antagonist Constraints in a Planner , 1985, Artif. Intell..

[122]  Mohan Tanniru,et al.  Knowledge-based GDSS to support reciprocally interdependent decisions , 1989, Decis. Support Syst..

[123]  Michael J. Shaw,et al.  A distributed knowledge-based approach to flexible automation: The contract net framework , 1988 .

[124]  John P. McDermott,et al.  R1: The Formative Years , 1981, AI Mag..

[125]  Randall Davis,et al.  Diagnostic Reasoning Based on Structure and Behavior , 1984, Artif. Intell..

[126]  Pietro Laface,et al.  A Rule-Based System to Schedule Production , 1986, Computer.

[127]  Harold E. Johnson.  Expert System for Diesel Electric Locomotive Repair , 1983 .

[128]  Steven A. Vere,et al.  Planning in Time: Windows and Durations for Activities and Goals , 1983, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[129]  B. Hakami,et al.  Expert system in heavy industry: an application of ICLX in a British steel corporation works , 1983 .

[130]  Pius J. Egbelu,et al.  A knowledge based system for the specification of manufacturing tolerances , 1989 .

[131]  Paul R. Cohen,et al.  Information retrieval by constrained spreading activation in semantic networks , 1987, Inf. Process. Manag..

[132]  Stefano Spaccapietra,et al.  A Generalized Expert System for Database Design , 1989, IEEE Trans. Software Eng..

[133]  Yves Chiaramella,et al.  A prototype of an intelligent system for information retrieval: IOTA , 1987, Inf. Process. Manag..

[134]  Andrew Martin,et al.  Expert system for selecting expert system shells , 1988 .

[135]  Gary J. Stroebel,et al.  A Capacity Planning Expert System for IBM System/38 , 1986, Computer.

[136]  Jorge Moser.  Integration of artificial intelligence and simulation in a comprehensive decision-support system , 1986, Simul..

[137]  Shri K. Goyal,et al.  Compass: an expert system for telephone switch maintenance , 1985 .

[138]  Michael Stonebraker,et al.  The POSTGRES Rule Manager , 1988, IEEE Trans. Software Eng..

[139]  Barry Shane,et al.  The Design of an Investment Portfolio Selection Decision Support System Using Two Expert Systems and a Consulting System , 1987, J. Manag. Inf. Syst..

[140]  Andrew Kusiak,et al.  Expert systems for planning and scheduling manufacturing systems , 1988 .

[141]  Andrew Kusiak,et al.  EXGT-S: A knowledge based system for group technology , 1988 .

[142]  William S. Faught,et al.  Applications of AI in Engineering , 1986, Computer.

[143]  Peter Mertens,et al.  Expert systems in production management: An assessment , 1986 .

[144]  Bruce G. Buchanan,et al.  Design of Knowledge-Based Systems with a Knowledge-Based Assistant , 1988, IEEE Trans. Software Eng..

[145]  Jay F. Nunamaker,et al.  Knowledge Management in Organizational Planning , 1987, J. Manag. Inf. Syst..

[146]  Jay F. Nunamaker,et al.  An Expert Database Design System Based on Analysis of Forms , 1988, IEEE Trans. Software Eng..

[147]  Markku Lukka,et al.  Expert Systems: A Role in Transportation Planning , 1988 .

[148]  Heimo H. Adelsberger,et al.  Expert systems in production scheduling , 1987 .

[149]  Walton A. Perkins,et al.  Reasoning About Fault Diagnosis with LES , 1986, IEEE Expert.

[150]  Behrokh Khoshnevis,et al.  Use of artificial intelligence in automated process planning , 1986 .

[151]  Shimon Y. Nof.  An expert system for planning/replanning programmable facilities , 1984 .

[152]  Chidanand Apté,et al.  A Knowledge-Based Consultant for Financial Marketing , 1986, AI Mag..

[153]  Rafael A. Perez,et al.  Scheduling semiconductor wafer production: an expert system implementation , 1989, IEEE Expert.

[154]  Stephen Polit.  R1 and Beyond: AI Technology Transfer at Digital Equipment Corporation , 1985, AI Mag..

[155]  Donald A. Waterman,et al.  A Guide to Expert Systems , 1986 .

[156]  Yash P. Gupta,et al.  Expert scheduling system for a prototype flexible manufacturing cell: a framework , 1989, Comput. Oper. Res..

[157]  A. A. Mitchell,et al.  The Use of Alternative Knowledge-Acquisition Procedures in the Development of a Knowledge-Based Media Planning System , 1987, Int. J. Man Mach. Stud..

[158]  Steven F. Roth,et al.  Callisto: An Intelligent Project Management System , 1986, AI Mag..

[159]  David B. Paradice,et al.  A KNOWLEDGE‐BASED DSS FOR MANAGERIAL PROBLEM DIAGNOSIS , 1987 .

[160]  Michael G. Kay,et al.  Mathes: An expert system for material handling equipment selection , 1988 .

[161]  Charles J. Malmborg,et al.  EXIT: a PC-based expert system for industrial truck selection , 1989 .

[162]  David Shpilberg,et al.  ExperTAX sm : an expert system for corporate tax planing , 1986 .

[163]  Donald R. Chand,et al.  An expert modeling support system for modeling an object system to specify its information requirements , 1989, Decis. Support Syst..

[164]  David A. Klein,et al.  A Continuous Real-Time Expert System for Computer Operations , 1986, IBM J. Res. Dev..

[165]  Matthias Schumann,et al.  Business Strategy Advisor: An Expert Systems Implementation , 1989 .

[166]  William G. Wee,et al.  A Knowledge Based Planning System for Mechanical Assembly Using Robots , 1985, 22nd ACM/IEEE Design Automation Conference.

[167]  Jin Kim,et al.  Computer Aids for IC Design , 1986, IEEE Software.

[168]  Peter J. Elmer,et al.  An Expert System Approach to Financial Analysis: The Case of S&L Bankruptcy , 1988 .

[169]  R. O. Duda,et al.  PROSPECTOR—A computer-based consultation system for mineral exploration , 1978 .

[170]  Reuven R. Levary,et al.  Hybrid Expert Simulation System (HESS) , 1988 .

[171]  Eleri Cardozo,et al.  Toast: The Power System Operator's Assistant , 1986, Computer.

[172]  M. S. Lan,et al.  Experience using S.1: an expert system for newspaper printing press configuration , 1987, Knowl. Eng. Rev..

[173]  William E. McCarthy,et al.  FSA: Applying AI Techniques to the Familiarization Phase of Financial Decision Making , 1987, IEEE Expert.

[174]  Kathryn M. Chalfan,et al.  A Knowledge System that Integrates Heterogeneous Software for a Design Application , 1986, AI Mag..

[175]  P. Levi,et al.  Expert system for autonomous handling of elementary assembly operations , 1988 .

[176]  Hoda A. ElMaraghy,et al.  Expert inspector of surface defects , 1989 .

[177]  John McDermott,et al.  VT: an expert elevator designer , 1987 .

[178]  Earl Chrysler,et al.  An expert system for system design , 1988 .

[179]  Frederick Hayes-Roth,et al.  Knowledge systems for planning support , 1989, IEEE Expert.

[180]  N. Kameli,et al.  Intelligent elevator dispatching systems , 1989 .

[181]  Tom M. Mitchell,et al.  A Knowledge-Based Approach to Design , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[182]  Joseph M. Mellichamp,et al.  An expert system for FMS design , 1987, Simul..

[183]  P. A. Subrahmanyam.  Synapse: An Expert System for VLSI Design , 1986, Computer.

[184]  Stephen F. Smith,et al.  TWO DESIGN PRINCIPLES FOR KNOWLEDGE‐BASED SYSTEMS* , 1987 .

[185]  Edward L. Fisher.  An AI-Based Methodology for Factory Design , 1986, AI Mag..

[186]  H. E. Pople,et al.  Internist-I, an Experimental Computer-Based Diagnostic Consultant for General Internal Medicine , 1982 .

[187]  Bernard J. Schroer,et al.  An expert manufacturing simulation system , 1987, Simul..

[188]  John P. McDermott,et al.  R1: A Rule-Based Configurer of Computer Systems , 1982, Artif. Intell..

[189]  Gerald Jay Sussman,et al.  Heuristic techniques in computer-aided circuit analysis , 1975 .

[190]  Myron W. Krueger,et al.  Automated Explanations as a Component of a Computer-Aided Design System , 1982, IEEE Transactions on Systems, Man, and Cybernetics.

[191]  Andrew B. Whinston,et al.  Business Expert Systems , 1987 .

[192]  Robert E. Young,et al.  PACIES A PArt Code Identification Expert System , 1988 .

[193]  Suraj M. Alexander.  An expert system for the selection of scheduling rules in a job shop , 1987 .

[194]  J. Liebowitz.  Editorial: The maturing process of expert systems , 1990 .

[195]  J. Keyes.  The Citibank pension expert , 1989 .

[196]  Harold Brown,et al.  Palladio: An exploratory environment for circuit design , 1983, Computer.