Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
FAQ finder: a case-based approach to knowledge navigation
CAIA '95 Proceedings of the 11th Conference on Artificial Intelligence for Applications
Implementation of the SMART Information Retrieval System
Implementation of the SMART Information Retrieval System
Skimming stories in real time: an experiment in integrated understanding.
Skimming stories in real time: an experiment in integrated understanding.
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
The ContactFinder agent: answering bulletin board questions with referrals
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
SOAP: social agents providing people with useful information
GROUP '97 Proceedings of the international ACM SIGGROUP conference on Supporting group work: the integration challenge
Multi-agent learning approach to WWW information retrieval using neural network
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
User population and user contributions to virtual publics: a systems model
GROUP '99 Proceedings of the international ACM SIGGROUP conference on Supporting group work
Personalization on the Net using Web mining: introduction
Communications of the ACM
Σynergos—Synergetic VisionResearch
Real-Time Systems
Developing Multiple-Agent Systems Is More than Top-Down vs. Bottom-Up
IEEE Intelligent Systems
Information Retrieval on the World Wide Web
IEEE Internet Computing
A Collaborative Environment for High Performance Computing
IWCC '01 Proceedings of the NATO Advanced Research Workshop on Advanced Environments, Tools, and Applications for Cluster Computing-Revised Papers
Developing an Integrated Testing Environment Using the World Wide Web Technology
COMPSAC '97 Proceedings of the 21st International Computer Software and Applications Conference
User-Centered Agents for Structured Information Location
E-Commerce Agents, Marketplace Solutions, Security Issues, and Supply and Demand
Multi-agent Web Information Retrieval: Neural Network Based Approach
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Auction advisor: an agent-based online-auction decision support system
Decision Support Systems
Finding and linking incidents in news
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Web Meta-search using Unsupervised Neural Networks
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Incident threading for news passages
Proceedings of the 18th ACM conference on Information and knowledge management
Auction Advisor: an agent-based online-auction decision support system
Decision Support Systems
Minimizing time risk in on-line bidding: An adaptive information retrieval based approach
Expert Systems with Applications: An International Journal
| Hi-index | 4.12 |
Virtually cost-free publication on the Web has led to information overload. AI, with its roots in knowledge representation, is experiencing a renaissance as new tools emerge to make the Web more tractable. The Internet, fueled by the phenomenal popularity of the World Wide Web, has exhibited exponential growth over the past three years. But virtually instantaneous and cost-free publication, inherent in the WWW, leads to problems with information overload. In the case of the WWW, the ease of self-publication has helped generate an estimated 50-120 million pages on the Web, a figure that is growing every day. Search engines help users navigate the millions of pages. However, even the best search engines cannot efficiently circumnavigate the entire Web. A naive search using AltaVista, for example, can result in 100,000-plus matches. New search engines can structure queries in a user-friendly fashion, but they require the user to learn and manage numerous interfaces. We may now have digital libraries on our desktops, but it still takes an immense amount of manual effort to use them. AI will play a crucial role in making the WWW usable. AI has been around for 40 years, yet in some people's view it has not lived up to its (perhaps overblown) promise. Many domains create intractable problems for AI, and many expert systems are either too narrow or too brittle. But the Web is a perfect environment for AI, with its roots in problem solving and knowledge representation. An increasing number of Web-based AI applications-intelligent search engines and browsers, learning agents, and knowledge-sharing agents-have begun to emerge. And although these AI applications have grown increasingly attractive because of the Internet, they may hold even more promise for intranets.