Experience With a Learning Personal Assistant (1994)  (Make Corrections)  (122 citations)
Tom Mitchell, Rich Caruana, Dayne Freitag, John McDermott, David Zabowski

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Abstract: Personal software assistants that help users with tasks like finding information, scheduling calendars, or managing work-flow will require significant customization to each individual user. For example, an assistant that helps schedule a particular user's calendar will have to know that user's scheduling preferences. This paper explores the potential of machine learning methods to automatically create and maintain such customized knowledge for personal software assistants. We describe the... (Update)

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BibTeX entry:   (Update)

Tom Mitchell, Rich Caruana, John McDermott, and David Zabowski. Experience with a learning personal assistant. Communications of the ACM, 37(7), July 1994. http://citeseer.comp.nus.edu.sg/138276.html   More

@misc{ mitchell94experience,
  author = "T. Mitchell and R. Caruana and J. McDermott and D. Zabowski",
  title = "Experience with a learning personal assistant",
  text = "Tom Mitchell, Rich Caruana, John McDermott, and David Zabowski. Experience
    with a learning personal assistant. Communications of the ACM, 37(7), July
    1994.",
  year = "1994",
  url = "citeseer.comp.nus.edu.sg/138276.html" }
Citations (may not include all citations):
1491   Learning Internal Representations by Error Propagation (context) - Rumelhart, Hinton et al. - 1986
1359   Induction of Decision Trees (context) - Quinlan - 1986
120   Greedy Attribute Selection - Caruana, Freitag
100   Personalized Information Delivery: An Analysis of Informatio.. (context) - Foltz, Dumais - 1990
84   A Personal Learning Apprentice (context) - Dent, Boticario et al. - 1992
83   Generating Production Rules from Decision Trees (context) - Quinlan - 1987
78   Look-ahead techniques for micro-opportunistic job shop sched.. - Sadeh - 1991
77   Evolving Agents for Personalized Information Filtering (context) - Sheth, Maes - 1993
46   LEAP: A Learning Apprentice for VLSI Design (context) - Mitchell, Mahadevan - 1985
30   PROTOS: An Exemplar-based Learning Apprentice (context) - Bareiss, Porter et al. - 1988
19   Computer Software (context) - Kay - 1984
11   Interfaces that Learn: A Learning Apprentice for Calendar Ma.. - Jourdan, Dent et al. - 1991
9   Computer Science Department (context) - Russell, Analogical - 1986
6   for Adaptive Interface Agents and Programming-by-demonstrati.. (context) - Bocionek, Sassin - 1993
3   The Architecture Machine: Towards a More Human Environment (context) - Negroponte - 1970
2   Groupware that Learns (context) - Nakauchi, Okada et al. - 1991
2   Redstone: A Learning Apprentice of Text Transformations for .. (context) - Schlimmer
1   Intelligent Groupware for Scheduling Meetings (context) - Kozierok, Maes - 1992
1   A Learning Apprentice (context) - Holte, Drummond - 1994
1   Improving Retreival Performance by relevance Feedback (context) - Salton, Buckley - 1990
1   DISCIPLE : An Iterative Approach to Learning Apprentice Syst.. (context) - Kodratoff, Tecuci - 1986



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