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AI Applications in Knowledge Navigation and Retrieval

Papers from the 1995 Fall Symposium

Robin Burke Program Chair

Technical Report FS-95-03. Published by The AAAI Press, Menlo Park, California

This technical report is also available in book and CD format.

Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!

Contents

Full Papers

Semantic Indexing of Document Bases / 1
Roberto Basili and Maria Teresa Pazienza

Support System Indexing for Learn-by-Doing Educational Environments / 8
Cynthia L. Bernstein and Richard E. Osgood

Knowledge-based Information Retrieval for Semi-Structured Text / 15
Robin Burke, Kristian Hammond and Julia Kozlovsky

A System for Conceptual Structuring and Hybrid Navigation of Text Databases / 20
Claudio Carpineto and Giovanni Romano

Using Points to Construct Browsing Links in ASK Systems / 26
Chip Cleary and Ray Bareiss

Guided Information Exploration / 32
Jesus Favela

Lifestreams: Organizing your Electronic Life / 38
Eric Freeman and Scott Fertig

Retrieval Interfaces for Video Databases / 45
Andrew S. Gordon and Eric A. Domeshek

Improving Case Retrieval by Remembering Questions / 52
Daniel Griffin and Richard Alterman

Globenet and RAISE: Intelligent Agents for Networked Newsgroups and Customer Service Support / 58
Benjamin N. Grosof and Davis A. Foulger

Scatter/Gather as a Tool for the Navigation of Retrieval Results / 65
Marti A. Hearst. David R. Karger and Jan O. Pedersen

A Navigation Assistant for Data Source Selection and Integration / 72
Scott B. Huffman and David Steier

A Computational Market for Information Filtering in Multi-Dimensional Spaces / 78
Grigoris J. Karakoulas and Innes A. Ferguson

Contact Finder: Extracting Indications of Expertise and Answering Questions with Referrals / 85
Bruce Krulwich and Chad Burkey

An Experiment in Integrating Internet Information Sources / 92
Alon Y. Levy and Joann J. Ordille

Letizza: An Agent That Assists Web Browsing / 97
Henry Lieberman

A Plain Indexing Method for Organizing Conceptually Promiscuous Data / 103
Toyoaki Nishida. Kazuto Koujitani and Hideaki Takeda

Adaptive HyperMan: A Customizable Hypertext System for Reference Manuals / 110
Joshua Rabinowitz, Nathalie Mathe and James R. Chen

Does Navigation Require More than One Compass? / 116
Daniela Rus and James Allan

Meta Information for Knowledge Navigation and Retrieval: What’s in There? / 116
David Steier, Scott B. Huffman and Walter C. Hamscher

Searching the World-Wide Web Using Signature Files / 127
Justin Sun and James Mayfield

Active Notebook: A Personal and Group Productivity Tool for Managing Information / 131
Mark C. Torrance

Reasoning about Changes and Uncertainty in Browser Customization / 136
Kerstin Voigt

Position Papers

AI Supply and Demand Agents on the WWW / 143
Carol Brown, Les Gasser, Daniel O'Leary and Alan Sangster

Cooperative Multi-Agent Information Gathering / 144
Kelth Decker, Victor M. Lesser, M. V. Nagendraprasad and Thomas Wagner

WebWatcher: Knowledge Navigation in the World Wide Web / 145
Dayne Freitag, Thorsten Joachims and Tom Mitchell

Using Lexical Chains to Build Hypertext Links in Newspaper Articles / 146
Stephen Green

Natural Language Access to Frequently Requested Information / 147
Michael P. Jones, Thomas K. Lauer and James H. Martin

Position Paper / 148
Michael Korcuska

Distributed Information Retrieval and Integration through a Centralized Agent-Base System / 149
Soundar Kumara, Nina Berry, Goutam Satapathy, Octavia Camps, Brian Sheldon, Tim Thomas

MacRad: A Case-Based Retrieval System for Radiology Image Resources / 150
Robert T. Macura and Katarzyna J. Macura

WebFind: Automatic Retrieval of Scientific Papers Over the World Wide Web / 151
Alvaro E. Monge, Charles P. Elkan

Representing and Recognizing Point of View / 152
Warren Sack

Model-driven Indexing: Indexing by Ignoring Content / 153
Kishore Swaminathan

Position Paper / 154
Christopher Wisdo

Document Retrieval Using Fuzzy Matching and Aggregation / 155
Ronald R. Yager

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