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Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface (1995)  (Make Corrections)  (31 citations)
Terry R. Payne, Peter Edwards
Applied Artificial Intelligence



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Abstract: In recent years, interface agents have been developed to assist users with various tasks. Some systems employ machine learning techniques to allow the agent to adapt to the user's changing requirements. With the increase in the volume of data on the Internet, agents have emerged which are able to monitor and learn from their users to identify topics of interest. One such agent, described here, has been developed to filter mail messages. We examine the issues involved in constructing an... (Update)

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19:   Agents that reduce work and information overload (context) - Maes - 1994
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BibTeX entry:   (Update)

T.R. Payne and P. Edwards. Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface. Applied Artificial Intelligence, 11(1):1--32, 1997. http://citeseer.ist.psu.edu/payne95interface.html   More

@article{ payne97interface,
    author = "T. R. Payne and P. Edwards",
    title = "Interface Agents that Learn: An Investigation of Learning Issues in a Mail Agent Interface",
    journal = "Applied Artificial Intelligence",
    volume = "11",
    number = "1",
    pages = "1--32",
    year = "1997",
    url = "citeseer.ist.psu.edu/payne95interface.html" }
Citations (may not include all citations):
1491   Learning Internal Representations by Error Propagation (context) - Rumelhart, Hinton et al. - 1986  ACM
1359   Induction of Decision Trees (context) - Quinlan - 1986
1256   Introduction to Modern Information Retrieval (context) - Salton, McGill - 1983  ACM
503   Instance-Based Learning Algorithms (context) - Aha, Kibler et al. - 1991  ACM   DBLP
453   Agent-Oriented Programming (context) - Shoham - 1993
404   Agents that Reduce Work and Information Overload (context) - Maes - 1994  ACM   DBLP
349   Knowledge Acquisition Via Incremental Concept Clustering (context) - Fisher - 1987
286   Nearest Neighbor Pattern Classification (context) - Cover, Hart - 1967
269   Toward Memory-Based Reasoning (context) - Stanfill, Waltz - 1986
180   The CN2 Induction Algorithm (context) - Clark, Niblett - 1989  ACM   DBLP
114   Learning Interface Agents (context) - Maes, Kozierok - 1993  DBLP
111   Collaborative Interface Agents - Lashkari, Metral et al. - 1994  ACM   DBLP
106   Intelligent InformationSharing Systems (context) - Malone, Grant et al. - 1987
100   Personalized Information Delivery: An Analysis of Informatio.. (context) - Foltz, Dumais - 1992  DBLP
84   An Open Agent Architecture - Cohen, Cheyer et al. - 1994  ACM
84   A Personal Learning Apprentice (context) - Dent, Boticario et al. - 1992  DBLP
77   Evolving Agents For Personalized Information Filtering (context) - Sheth, Maes - 1993
66   Markets and Computation: Agoric Open Systems (context) - Miller, Drexler - 1988
54   A Learning Approach to Personalized Information Filtering - Sheth - 1994
50   A Case Study of Incremental Concept Induction (context) - Schlimmer, Fisher - 1986  DBLP
48   A Learning Interface Agent for Scheduling Meetings (context) - Kozierok, Maes - 1993  ACM   DBLP
46   LEAP: A Learning Apprentice for VLSI Design (context) - Mitchell, Mabadevan et al. - 1990
43   SCISOR: Extracting Information from On-Line News (context) - Jacobs, Rau - 1990  ACM   DBLP
39   Software Agents: Completing Patterns and Constructing User I.. - Schlimmer, Hermens - 1993  DBLP
31   Building Softbots for UNIX (context) - Etzioni, Lesh et al. - 1994
27   A Machine-Learning Apprentice for the Completion of Repetiti.. (context) - Hermens, Schlimmer - 1993  ACM   DBLP
25   Incremental Constructive Induction: An Instance-Based Approa.. - Aha - 1991  DBLP
22   Estimation by the Nearest Neighbor Rule (context) - Cover - 1968
21   Learning with Genetic Algorithms: An Overview (context) - De Jong - 1988  ACM   DBLP
20   an Agent Oriented Programming Language (context) - Thomas - 1993
19   Computer Software (context) - Kay - 1984  ACM
17   Intelligent Interfaces As Agents - Chin - 1991  ACM
15   Two Case Studies in Cost-Sensitive Concept Acquisition (context) - Tan, Schlimmer - 1990  DBLP
14   Agents Away (context) - Wayner - 1994
14   Experience with Rule Induction and k-Nearest Neighbour Metho.. - Payne, Edwards et al. - 1995
13   Learning in Intelligent Information Retrieval - Lewis - 1991  DBLP
13   Design of a Generic Learning Interface Agent - Metral - 1993
11   Competitive Agents for Information Filtering (context) - Baclace - 1992  ACM   DBLP
11   Interfaces That Learn: A Learning Apprentice for Calendar Ma.. - Jourdan, Dent et al. - 1993
10   Apprenticeship Learning in Imperfect Domain Theories - Tecuci, Kodratoff - 1990  ACM
10   Natural Language Understanding for Information-Filtering Sys.. (context) - Ram - 1992  ACM   DBLP
9   Learning Email Filtering Rules with Magi (context) - Payne - 1994
8   New York (context) - York - 1993
4   Agent-K: An Integration of AOP and KQML - Davies, Edwards - 1994
4   Trainable Software Agents (context) - Gil - 1994
3   SC-UM: User Modeling in the SINIX Consultant (context) - Nessen - 1989  ACM   DBLP
3   Department of Electrical Engineering and Computer Science (context) - ChainMail - 1993  ACM



The graph only includes citing articles where the year of publication is known.


Documents on the same site (http://www-ai.cs.uni-dortmund.de/LEHRE/AGENTEN97/agenten97.html):   More
A Survey of Information Retrieval and Filtering Methods - Faloutsos, Oard (1996)   (Correct)
Improving FAQfinder's Performance: Setting Parameters by.. - Edwin Cooper   (Correct)
WebWatcher: A Learning Apprentice for the World Wide Web - Armstrong, Freitag.. (1997)   (Correct)

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