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Using the management team approach on a knowledge-based systems project: capitalizing on individuals' expertise

Using the management team approach on a knowledge-based syst...

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ieee conference on managing expert system programs and projects

作者： T.M. Pelnik C. Culbert MITRE Corporation Houston TX USA NASA Lyndon B. Johnson Space Center Houston TX USA

The Advanced Automation Methodology Project (AAMP), at NASA's Johnson Space Center, is described. The AAMP will develop two independent knowledge-based system applications, identify system features required to incorporate artificial intelligence upgrades to several US Space Station Freedom systems in the future, and produce an engineering methodology for artificial intelligence system development in the Space Station Freedom program. The AAMP is composed of four teams: the management team, two development teams, and an independent test and verification team. By distributing project management responsibilities among the various management team members, the AAMP has realized several benefits. First, the diverse opinions and experience of the team often help focus management attention on the project's most critical areas. Second, this distributed approach allows team members to participate in the AAMP without having to dedicate full time to the project. Finally, by distributing management responsibilities, the AAMP has capitalized on each member's expertise.< >

关键词： Knowledge management Project management Knowledge based systems Automation Space stations Guidelines NASA Artificial intelligence system testing Space technology

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The LQMS research project: a case study in knowledge-based system development

The LQMS research project: a case study in knowledge-based s...

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ieee conference on managing expert system programs and projects

作者： D.M. O'Neill P.W. Mullarkey P.C. Gingrich Schlumberger Laboratory for Computer Science USA Schlumberger Austin Systems Center

The Log Quality Monitoring system (LQMS) is a medium-sized knowledge-based system that was developed to address the problem of providing real-time assistance to the wireline field engineer. The authors discuss the motivation for the project, review the major decisions that were made, detail how they affected the direction of the project, and identify the basic lessons that were learned. The research version of LQMS was developed at Schlumberger-Doll Research over a period of about three and a half years. The project successfully dealt with several thorny issues in the development of knowledge-based systems: multiple domain experts, real time constraints, embedded environment, coordination and communication of multiple knowledge sources, and technology transfer. The project evolved from an exploratory, rapid prototyping style of development to a more traditional specify/design/implement/test methodology. Much of this evolution was driven by the field testing and technology transfer requirements of the later stages of the project.< >

关键词： Computer aided software engineering Knowledge based systems Real time systems Technology transfer Geologic measurements Knowledge engineering Testing Well logging Instruments Packaging

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RL4 - A TOOL FOR KNOWLEDGE-BASED INDUCTION

RL4 - A TOOL FOR KNOWLEDGE-BASED INDUCTION

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2ND INTERNATIONAL ieee CONF ON TOOLS FOR ARTIFICIAL INTELLIGENCE ( TAI 90 )

作者： CLEARWATER, SH PROVOST, FJ Dept of Comput Sci Univ of Pittsburgh PA USA

ISBN: (纸本)0818620846

The importance of knowledge-based induction programs for problem solving is discussed. Desiderata for knowledge-based induction programs are given, and an example of such a program in the context learning classifications is discussed. The induction program RL4 is used as an induction tool, and several examples of its past and present uses are presented. The power of the tool comes from its flexibility and ease of use with a performance system. The use of RL4 with an inference engine that uses user-defined or default evidence gathering strategies is also discussed. Finally, the directions in which RL4 can go in the future are considered.

关键词： expert systems

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Model for survival of esophageal adenocarcinoma: Role for expert systems

Model for survival of esophageal adenocarcinoma: Role for ex...

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proceedings of the 12th Annual International conference of the ieee Engineering in Medicine and Biology Society

作者： Hause, Lawrence L. Kuhn, Evelyn Clowry, Lawrence J. Condon, Robert E. Med Coll of Wisconsin Milwaukee WI USA

ISBN: (纸本)0879425598

Since the diagnosis of carcinoma in the esophagus routinely leads to surgery, the development of expert systems which reduce diagnostic uncertainty is useful. In the present work, the histological features of esophageal tissue are quantified with microscopic image analysis (MIA), which facilitates statistical analysis and expert system development. Statistical discriminant analysis of MIA data is used to produce a model which delineates high or low survival in patients with esophageal adenocarcinoma. Based on this model, rule-based expert systems, application programs, and example-based neural networks are compared. Each provides a useful risk assessment for patient survival after surgery on a training-test case set of esophageal adenocarcinoma.

关键词： Biomedical Engineering

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Benchmark programs for evaluating knowledge-based performance requirements

Benchmark programs for evaluating knowledge-based performanc...

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proceedings - the Fifth Annual AI systems in Government conference

作者： Hayes, Mary M. Ruoff, Karen L. McDonnell Douglas Electronic Systems Co Huntington Beach CA USA

ISBN: (纸本)0818620447

A set of benchmark programs that have many of the characteristics of full-sized, complex knowledge-based systems are presented. They are: Weaver, a VLSI routing program;Rubik, which solves the Rubik's cube problem;Tourney, which assigns match schedules for a tournament;and Big Conflict, a program designed to stress the Rete matching algorithm. A methodology for characterizing knowledge-based system software and evaluating its performance is provided.

关键词： expert systems

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Uncovering redundancy and rule-inconsistency in knowledge bases via deduction

Uncovering redundancy and rule-inconsistency in knowledge ba...

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proceedings of the 5th Annual conference on Computer Assurance - COMPASS '90

作者： McGuire, James G. Lockheed AI Center Palo Alto CA USA

Two examples of dangerous rule interactions--redundancy and rule inconsistency--are reviewed. Their implementation is described in the context of the Defense Advanced Research projects Agency (DARPA) expert-system Validation Associate (DEVA). Emphasis has been placed on devising strategies that can be used on atypical knowledge bases, i.e., those containing an especially hostile search space. A hostile search space is one which is very bushy and/or contains possibly many cycles in the rules. Techniques for detecting redundancy and rule-inconsistency anomalies in the absence of facts are discussed. Two approaches are considered: the restricted generate-and-test approach and residue analysis.

关键词： expert systems

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Hypercube expert system shell applying production parallelism 5

Hypercube expert system shell applying production parallelis...

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5th Distributed Memory Computing conference, DMCC 1990

作者： Harding, W.A. Sawyer, G.A. Lamont, G.B. Department of Electrical and Computer Engineering School of Engineering Air Force Institute of Technology Wright-Patterson AFBOH45433 United States

ISBN: (纸本)0818621133

Production system implementations of expert systems are becoming more prevalent in a large number of diverse specialties, but the relatively slow execution speed of these systems precludes their use in most realtime applications. The feasibility of improving the performance of production systems software using parallel computer architectures is an area of significant interest in artificial intelligence research. One of the parallel computer architectures of interest is message-passing multicomputers. Production parallelism attempts to apply parallelism at a very high level in order to establish problem granularities that are compatible with current generation multicomputer architectures. Even when usang larger grain parallelism, high performance production system shells represent a problem for some multicomputer architectures. The problems related to implementing a production system shell on a messagepassing multicomputer and mapping a specific application to this implementation are analyzed. Further research into the problems of parallelizing real-time production systems applications is also discussed. © 1990 ieee.

关键词： Real time systems

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The bridge of expectations--The corporate grading system can help companies deliver first rate services to the client while enhancing employee satisfaction

The bridge of expectations--The corporate grading system can...

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1990 International Engineering Management conference

作者： Kulkarni, Dilip V. Sellers, Stanley R. Systematic Management Services Inc Trenton NJ USA

There are a series of expectations inherently built into the successful completion of a program or a project: the client's expectations for the delivery of services, the company's expectations of its employees' performance, and the expectations of the employees themselves for reward and recognition. It is suggested that a bridge of expectations to interface these success factors is a key ingredient to effective project management. A grading structure with four discrete levels, starting from entry level to expert, and covering every discipline required by its projects is described. The individual's accomplishments are verified through structured interviews and reference checks designed to respond to specific questions that have been developed. It precisely defines the job requirements, accurately screens and verifies the individual's competence to match the job requirements, and implements a standardized, equitable compensation system. On-the-job training and experience then allow individuals to advance themselves through a reclassification process to avail themselves of promotion. This grading structure is presently being used at multiple locations across the country.

关键词： Personnel

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Performance results on the intel touchstone gamma prototype 5

Performance results on the intel touchstone gamma prototype

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5th Distributed Memory Computing conference, DMCC 1990

作者： Bailey, D.H. Barszcz, E. Fatoohi, R.A. Simon, H.D. Weeratunga, S. NAS Applied Research Office NASA Ames Research Center United States

ISBN: (纸本)0818621133

This paper describes the Intel Touchstone Gamma Prototype, a distributed memory MIMD parallel computer based on the new Intel i860 floating point processor. With 128 nodes, this system has a theoretical peak performance of over seven GFLOPS. This paper presents some initial performance results on this system, including results for individual node computation, message passing and complete applications using multiple nodes. The highest rate achieved on a multiprocessor Fortran application program is 844 MFLOPS. © 1990 ieee.

关键词： Application programs

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Synchronized blocking in a distributed memory system 5

Synchronized blocking in a distributed memory system

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5th Distributed Memory Computing conference, DMCC 1990

作者： Gary Rommel, C. Department of Mathematics and Computer Science Connecticut State University WillimanticCT06226 United States

ISBN: (纸本)0818621133

In this paper we examine the problem of parallel program synchronization in the distributed memory system, (DMS). We assume that the DMS is composed of several processing elements, (PE), interconnected by a subnet, (SN). Each processing element is composed of a computing unit, (CV), and a communication unit, (COM). Parallel programs are composed of several tasks which are assigned to processing elements across the system. We assume that individual tasks are allowed to block the execution of other program tasks at a processing unit due to the synchronization requirements at the communication unit. We develop an anaiyticai model for the system throughput using the Matrix Geometric approach [3] and the fixed-population-mean numerical method [7]. In the presence of synchronization we show that simply increasing the number of PE's does not guarantee a better performance. This result is significant because it is applicative to nearest neighbor communication systems as well as the mesh interconnection systems. © 1990 ieee.

关键词： Synchronization

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