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22. WPI Artificial Intelligence Research Group (AIRG) AIRG members share interests in the theory and applications of knowledgebased systems. Current and past research interests include knowledged-based design, multi-agent systems, machine learning, intelligent interfaces, computer vision, case-based reasoning, iconic interfaces, the validation verification of expert systems, approximate reasoning and data mining. http://www.cs.wpi.edu/Research/airg/

Artificial Intelligence Research Group AIRG members share interests in the theory and applications of knowledge-based systems. Current and past research interests include knowledged-based design, AIRG Artificial Intelligence Research Group Meeting Time: Thursday, 11:00 am Location: FL 246, Beckett Conference Room. Coordinator: Neil Heffernan (AY 2003-04) Faculty: Schedule: Topics scheduled Mailing list: airg [at] cs.wpi.edu Subscribe to the mailing list AIRG Projects Single Function Agents Learning in Multi-Agent Systems Coactive Learning Intelligent Interfaces Computational Vision (see ISRG Computer Network Ease of Service Evaluation (TENNIS Project). Visual Languages Iconic Interfaces Data Mining (see Prof. Ruiz's KDDRG Intelligent Tutoring (see Prof. Heffernan's Ms. Lindquist AI in Design projects (see Prof. Brown's AIDG Technical Reports A list of AIRG technical reports is available. To request a report send email to research@cs.wpi.edu Current (and Past) Members The members of AIRG include faculty as well as graduate students. Meeting topics A list of the current and past schedules of presentations and discussions is available.

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E-MAIL US HOME NETWORKING WORKSTATIONS SERVERS CONSULTING ... LINKS Expert Business Systems (EBS) provides the highest quality Information Technology services and equipment to businesses who can't afford to hire full time I.T. staff at a reasonable cost, without delays, excuses, and failures. They are a leader in the small business computer services sector. EBS assigns a single account manager to oversee each company. This guarantees that the business has someone that knows their current situation and can make repairs or recommendations immediately. The goal of EBS is a seamless relationship between the client and our account manager so the client can call on them as if they were working for that company full time. EBS conducts training for local small business owners on many general subjects, at an affordable cost. Home Networking Workstations Servers Consulting ... support@ebsystems.net

24. EXPERT SYSTEMS expert systems FOR LITHIC ANALYSIS. by Roger Grace. an expert system is a computer program which uses nonnumerical domain-specific knowledge to solve problems http://www.hf.uio.no/iakk/roger/lithic/expsys.html

EXPERT SYSTEMS LITHAN LITHic ANalysis of stone tools FAST Functional Analysis of Stone Tools EXPERT SYSTEMS FOR LITHIC ANALYSIS by Roger Grace "an expert system is a computer program which uses non-numerical domain-specific knowledge to solve problems with a competence comparable with that of human experts" (( Doran 1988 EXAMPLE of a simple expert system to identify 20Kroner, 5Kroner and 1Kroner Norwegian coins. The first step is to identify the variables- SIZE COLOUR DECORATION Then assign a range of values for each variable- SIZE COLOUR silver bronze DECORATION head crown ship lion Then rules are constructed that identify the coins by combinations of attributes (attributes are the particular value of a variable e.g., a coin can have the attribute of being silver in colour, or decorated with a lion). RULES: These rules can be simplified to extract the distinguishing features of the coins (or stone tool types in LITHAN or tool function in FAST) When dealing with incomplete specimens which have missing attributes, 'fuzzy logic' is employed in order to make probability statements. ( see a tutorial on fuzzy logic IF COLOUR is bronze THEN add 1 into coinA IF COLOUR is silver THEN add 1 into coinB IF DECORATION is ship THEN add 1 into coinA IF DECORATION is crown THEN add 1 into coinB From these 'scores' fuzzy logic probabilities can be assigned- IF coinA = 3 Then coin is a 20Kroner (fuzzy logic probability of 1) IF coinB = 3 Then coin is a 1Kroner (fuzzy logic probability of 1)

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26. What Is Expert System? - A Word Definition From The Webopedia Computer Dictionar to aid them. expert systems are part of a general category of computer applications known as artificial intelligence . To design http://www.webopedia.com/TERM/e/expert_system.html

You are in the: Small Business Channel Jump to Website ECommerce Guide Small Business Computing Webopedia WinPlanet Enter a word for a definition... ...or choose a computer category. choose one... All Categories Communications Computer Industry Companies Computer Science Data Graphics Hardware Internet and Online Services Mobile Computing Multimedia Networks Open Source Operating Systems Programming Software Standards Types of Computers Wireless Computing World Wide Web Home Term of the Day New Terms New Links ... Be a Commerce Partner expert system Last modified: Wednesday, February 19, 2003 A computer application that performs a task that would otherwise be performed by a human expert. For example, there are expert systems that can diagnose human illnesses, make financial forecasts, and schedule routes for delivery vehicles. Some expert systems are designed to take the place of human experts, while others are designed to aid them. Expert systems are part of a general category of computer applications known as artificial intelligence To design an expert system, one needs a knowledge engineer

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28. Premiere Systems Support Provides expert computer professionals with various skill sets, including MultiValue/Pick databases. Located in Fairfax, Virginia, USA. http://www.premieresys.com

29. Chp 1: Expert Systems And Artificial Intelligence He must also ensure that the computer can use the knowledge efficiently by selecting from a handful of We first describe the components of expert systems. http://www.wtec.org/loyola/kb/c1_s1.htm

Chapter 1 INTRODUCTION Robert S. Engelmore Edward Feigenbaum EXPERT SYSTEMS AND ARTIFICIAL INTELLIGENCE Expert Systems are computer programs that are derived from a branch of computer science research called Artificial Intelligence (AI). AI's scientific goal is to understand intelligence by building computer programs that exhibit intelligent behavior. It is concerned with the concepts and methods of symbolic inference, or reasoning, by a computer, and how the knowledge used to make those inferences will be represented inside the machine. Of course, the term intelligence covers many cognitive skills, including the ability to solve problems, learn, and understand language; AI addresses all of those. But most progress to date in AI has been made in the area of problem solving concepts and methods for building programs that reason about problems rather than calculate a solution. AI programs that achieve expert-level competence in solving problems in task areas by bringing to bear a body of knowledge about specific tasks are called knowledge-based or expert systems . Often, the term expert systems is reserved for programs whose knowledge base contains the knowledge used by human experts, in contrast to knowledge gathered from textbooks or non-experts. More often than not, the two terms, expert systems (ES) and knowledge-based systems (KBS), are used synonymously. Taken together, they represent the most widespread type of AI application. The area of human intellectual endeavor to be captured in an expert system is called the

30. Expert Systems expert systems Design and Development; CaseBased Reasoning; Introduction to expert systems (International computer Science Series); http://www.wargaming.net/Programming/113/Expert_Systems_index.htm

Expert Systems Innovation Explosion : Using Intellect and Software to Revolutionize Growth Strategies Applying Case-Based Reasoning : Techniques for Enterprise Systems Decision Support Systems and Intelligent Systems Knowledge Management and Its Integrative Elements ... Main Index In Association with Amazon.com Amazon.co.uk Amazon.de Advertise at this Site ... Eugene Kisly and Victor Kisly

31. Expert Systems (Computer Scien topics.practical.org. expert systems (computer scien. expert systems Principles and Programming. expert systems Principles and Programming http://topics.practical.org/browse/Expert_systems_(Computer_scien

topics.practical.org Expert systems (Computer scien Expert Systems: Principles and Programming Joseph C. Giarratano Expert systems (Computer scien Expert Systems ... Mathematics

32. Expert Systems expert systems Principles and Programming Joseph C. Giarratano expert systems (computer scien expert systems computer Bks General Information http://topics.practical.org/browse/Expert_Systems

topics.practical.org Expert Systems The Data Warehouse Lifecycle Toolkit : Expert Methods for Designing, Developing, and Deploying Data Warehouses Ralph Kimball Laura Reeves Margy Ross ... Accounting - General

33. UW Libraries - Database Search com/locate/ijar UW restricted http//www.sciencedirect.com/science/journal/0888613X - UW restricted, expert systems (computer science) Periodicals (11) Fuzzy http://www.lib.washington.edu/resource/search/ResFull.asp?Field=subject&ID=50691

34. UW Libraries - Database Search org/pubs/contents/proceedings/cikm/266714/ UW restricted, Database management Congresses (31) expert systems (computer science) Congresses (10) Information http://www.lib.washington.edu/resource/search/ResFull.asp?Field=subject&ID=50886

35. CNN.com - Computer Expert: E-voting Systems Flawed - May 5, 2004 A computer science expert criticized electronic voting systems planned for the November election as highly vulnerable and flawed, saying on Wednesday a backup http://www.cnn.com/2004/TECH/05/05/electronicvoting.ap/

International Edition MEMBER SERVICES The Web CNN.com Home Page World U.S. Weather ... Special Reports SERVICES Video E-mail Services CNNtoGO Contact Us SEARCH Web CNN.com Computer expert: E-voting systems flawed 'We are sitting at terrible' California Assistant Secretary of State Marc Carrel, right, holds an electronic voting machine. ON CNN TV Stay with CNN-USA for ongoing updates on the controversy over abuse of prisoners in Iraq, as Secretary of Defense Donald Rumsfeld prepares to testify Friday before the House and Senate Armed Services Committee. THE MORNING GRIND Weekdays: CNN.com's exclusive look at the political fray RELATED Who will Kerry pick as running mate? Voting by touchscreen Election Assistance Comm. YOUR E-MAIL ALERTS Computing and Information Technology Kevin Shelley Diebold Incorporated or Create your own Manage alerts What is this? WASHINGTON (AP) A computer science expert criticized electronic voting systems planned for the November election as highly vulnerable and flawed, saying on Wednesday a backup paper system is the only short-term solution to avoid another disputed presidential election. "On a spectrum of terrible to very good, we are sitting at terrible," Aviel D. Rubin, a computer science professor at Johns Hopkins University, told the U.S. Election Assistance Commission. "Not only have the vendors not implemented security safeguards that are possible, they have not even correctly implemented the ones that are easy."

36. Artificial Intelligence And Expert Systems In an expert system, the computer applies heuristics and rules in a knowledgespecific domain to render advice or make recommenda tions, much like a human http://www.gslis.utexas.edu/~palmquis/courses/ai96.htm

The University of Texas at Austin AI and Expert Systems LIS 385T.15 (Unique no. 42145) Fall, 1996 SZB 330 Ruth A. Palmquist, Asst. Professor, palmquis@uts.cc.utexas.edu Monday evenings, 6-9 p.m. Teaching Assistant: Heiko Haubitz, hhaub@gslis.utexas.edu Overview If thinking and intelligence are merely a matter of processing symbolic information, then computers should be capable of demonstrating such intelligence. Even before the world was aware of the importance of computers, work by Alan Turing in the 1930s and by John von Neumann in the 1950s quickly gave rise to the captivating notion of artificial intelligence, or AI. From the 1960s and on through much of the 1980s, a strong debate arose between philosophers, psychologists, and computer scientists concerning the future of AI and its status. We find ourselves in the mid-1990s with much cooler debate and many unrealized predictions, but now standing at a point where new computer architectures and environments seem to raise the issue of AI again. Clearly, expert systems are the most mature and widely used commercial application coming out of artificial intelligence. In an expert system, the computer applies heuristics and rules in a knowledge-specific domain to render advice or make recommenda tions, much like a human expert would. Expert systems have managed to achieve fairly high levels of performance in task areas which require a good deal of specialized knowledge and training. Often they perform tasks which are physically difficult, tediou s, or expensive to have a human perform.

37. Sample Books For The Expert System Project Sample Books for the expert systems Project. General Topics. PC Secrets by Caroline M. Halliday computer InputOutput Equipment; Technology - computers and http://www.gslis.utexas.edu/~palmquis/courses/booklist.htm

Sample Books for the Expert Systems Project General Topics PC Secrets by Caroline M. Halliday Computer Input-Output Equipment Technology - Computers and Computer Technology Microcomputers - Handbooks, Manuals, etc. by Tsutomu Shimomura Computer Security Computer Crimes by Mark Slouvka Computers and Civilization Virtual Reality Escape Velocity : Cyberculture at the End of the Century by Mark Dery Internet (Computer Network) - Social Aspects by Ted Landau Microcomputers - Handbooks, Manuals, etc. Macintosh (Computer) by John P. Hayes Computer Architecture City of Bits by William J. Mitchell Computer Networks Information Technology Virtual Reality Go to: Top of Page Operating systems The Mother of all Windows 95 Books by Woody Leonhard Operating Systems (Computers) Microsoft Windows 95 (Computer Program) X Window System Programming by Nabajyoti Barkakati X Window System (Computer System) AIX Companion by David Cohn Operating Systems (Computers) OS 2/2.1 Unleashed by Terry Moskowitz Technology - Data Processing OS-2 (Computer Operating System) DOS for Dummies, Windows 95 Edition

38. Discover Key Facts About Computer-Based Diagnostic Systems Expert Systems From M computerBased Diagnostic systems expert systems Get product specifications, read reviews, and find best deals on computer-Based Diagnostic systems expert http://eshop.msn.com/search/detail.aspx?pcId=12147&prodId=442723

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40. Browse For "Expert Systems (Computer Science)--Periodicals" eJournals Results Browse for expert systems (computer science)Periodicals . Found 20 results showing 1 through 20. Advanced http://www.lib.unb.ca/eresources/jour_res.php?exsubject=Expert systems (Computer

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