Scheduled System Maintenance
On Tuesday, September 26, IEEE Xplore will undergo scheduled maintenance from 1:00-4:00 PM ET.
During this time, there may be intermittent impact on performance. We apologize for any inconvenience.

IEEE Intelligent Systems

Issue 1 • Jan.-Feb. 2006

Filter Results

Displaying Results 1 - 18 of 18
  • [Front cover]

    Publication Year: 2006, Page(s): c1
    Request permission for commercial reuse | PDF file iconPDF (994 KB)
    Freely Available from IEEE
  • Table of contents

    Publication Year: 2006, Page(s): c2
    Request permission for commercial reuse | PDF file iconPDF (245 KB)
    Freely Available from IEEE
  • Fly, But Not Like an Eagle

    Publication Year: 2006, Page(s):2 - 3
    Request permission for commercial reuse | PDF file iconPDF (528 KB) | HTML iconHTML
    Freely Available from IEEE
  • Practical pattern matching

    Publication Year: 2006, Page(s):4 - 6
    Request permission for commercial reuse | PDF file iconPDF (696 KB) | HTML iconHTML
    Freely Available from IEEE
  • Machine learning in biology: a profile of David Haussler

    Publication Year: 2006, Page(s):8 - 10
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (368 KB) | HTML iconHTML

    This paper helped initiate the integration of a branch of machine learning theory with machine learning practice, according to Carnegie Mellon's Tom Mitchell, a world-renowned machine learning researcher and past president of the AAAI. Haussler's paper helped introduce the AI community to PAC (probably approximately correct) learning - then a new line of theoretical work - and linked it with ongoi... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Introduction to the Special Issue: AI, Agents, and the Web

    Publication Year: 2006, Page(s): 11
    Cited by:  Papers (1)
    Request permission for commercial reuse | PDF file iconPDF (224 KB) | HTML iconHTML
    Freely Available from IEEE
  • Polite personal agent

    Publication Year: 2006, Page(s):12 - 19
    Cited by:  Papers (16)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (720 KB) | HTML iconHTML

    Personal agents are computer programs that learn users' interests, preferences, and habits and give them proactive, personalized assistance with a computer application. Such agents are analogous to personal assistants in the real-world work environment. Both agents and assistants gradually learn a target individual's preferences and habits to enhance collaboration and productivity. View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Searching the semantic Web: approximate query processing based on ontologies

    Publication Year: 2006, Page(s):20 - 27
    Cited by:  Papers (45)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (408 KB) | HTML iconHTML

    The semantic Web aims to represent the contents of Web resources in formalisms that both programs and humans can understand. It relies on rich metadata, called semantic annotations, offering explicit semantic descriptions of Web resources. These annotations are built on ontologies, representing domains through their concepts and the semantic relations between them. Ontologies are the foundations o... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Enhancing mobile Web access using intelligent recommendations

    Publication Year: 2006, Page(s):28 - 34
    Cited by:  Papers (8)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (480 KB) | HTML iconHTML

    Intelligent Web recommendations derived from frequent user Web-access patterns can help typical mobile users efficiently navigate standard Web sites. To facilitate mobile Web access, mobile clients' display resolution must gradually increase. Additionally, servers need a simple and elegant solution for displaying content effectively on mobile devices. We propose an implicit server-side approach us... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • CinemaScreen recommender agent: combining collaborative and content-based filtering

    Publication Year: 2006, Page(s):35 - 41
    Cited by:  Papers (69)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (464 KB) | HTML iconHTML

    A film recommender agent expands and fine-tunes collaborative-filtering results according to filtered content elements - namely, actors, directors, and genres. This approach supports recommendations for newly released, previously unrated titles. Directing users to relevant content is increasingly important in today's society with its ever-growing information mass. To this end, recommender systems ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Foundational challenges in automated semantic Web data and ontology cleaning

    Publication Year: 2006, Page(s):42 - 52
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (328 KB) | HTML iconHTML

    Nowadays, Web-based data management needs tools to ensure secure, trustworthy performance. The Utopian future shows a semantic Web providing dependable framework that can solve many of today's data problems. However, the realistic immediate future raises several challenges, including foundational semantic Web issues, the abstract definition of data, and incomplete, evolving ontologies. In either c... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Knowledge management and the semantic Web: from scenario to technology

    Publication Year: 2006, Page(s):53 - 59
    Cited by:  Papers (27)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (288 KB) | HTML iconHTML

    This article describes a new vision of the semantic Web as a knowledge management environment introduces new requirements, including the ability to semiautomatically learn ontologies and extract metadata. The article's general tenor, and particularly their scenario demonstrating how the semantic Web might be used, was directed toward identifying and using services on the Web. The pursuit of this v... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • MASACAD: a multiagent based approach to information customization

    Publication Year: 2006, Page(s):60 - 67
    Cited by:  Papers (21)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (176 KB) | HTML iconHTML

    MASACAD is a multiagent information customization system that adopts the machine-learning paradigm to advise students by mining the Web. In the distributed problem-solving paradigm, systems can distribute among themselves the processes necessary to accomplish a given task. Given the number of problems that distributed processing can address, AI researchers have directed significant effort toward d... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Space Shuttle ground processing with monitoring agents

    Publication Year: 2006, Page(s):68 - 73
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (872 KB) | HTML iconHTML

    To ensure that all shuttle systems are ready for launch, KSC engineers monitor tens of thousands of telemetry measurements. This intense data monitoring occurs constantly during ground processing, peaking in the weeks leading up to launch. KSC engineers developed and deployed a software agent $the NASA Engineering Shuttle Telemetry Agent - to assist in this around-the-clock monitoring. NESTA acts ... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • HCC Implications for the Procurement Process

    Publication Year: 2006, Page(s):74 - 81
    Cited by:  Papers (16)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (248 KB) | HTML iconHTML

    Most system designers and human factors engineers have participated in projects that culminated in systems that were highly constrained by short-term cost considerations. In the procurement of information processing and intelligent technology for complex socio-technical domains, the focus on short-term cost considerations at the expense of human-centering considerations always comes with a hefty p... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • Applying semantic Web technologies to drug safety determination

    Publication Year: 2006, Page(s):82 - 88
    Cited by:  Papers (11)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (192 KB) | HTML iconHTML

    Ensuring drug safety is of paramount importance to the life sciences industry. It's critical that drugs are able not only to achieve the desired result but also to do so without harmful side effects. By identifying problems as early as possible in the drug discovery and development process, life sciences companies can avoid drug safety sagas, such as a recent example that concerned COX-2 inhibitor... View full abstract»

    Full text access may be available. Click article title to sign in or learn about subscription options.
  • 2005 Reviewers

    Publication Year: 2006, Page(s):87 - 88
    Request permission for commercial reuse | PDF file iconPDF (70 KB)
    Freely Available from IEEE
  • [Back cover]

    Publication Year: 2006, Page(s): c4
    Request permission for commercial reuse | PDF file iconPDF (181 KB)
    Freely Available from IEEE

Aims & Scope

IEEE Intelligent Systems serves users, managers, developers, researchers, and purchasers who are interested in intelligent systems and artificial intelligence, with particular emphasis on applications.

Full Aims & Scope

Meet Our Editors

Editor-in-Chief
Daniel Zeng
University of Arizona