Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/291080.291104acmconferencesArticle/Chapter ViewAbstractPublication PagesiuiConference Proceedingsconference-collections
Article
Free access

Programming by demonstration: an inductive learning formulation

Published: 01 December 1998 Publication History
  • Get Citation Alerts
  • First page of PDF

    References

    [1]
    M. Bauer. Acquisition of Abstract Plan Descriptions for Plan Recognition. In Proc. 15th Nat. Conf. AI, 1998. To appear.
    [2]
    William W. Cohen. Grammatically biased learning: learning logic programs using an explicit antecedent description language. Artificial Intelligence, 68:303-366, 1994.
    [3]
    Allen Cypher. Eager: Programming repetitive tasks by demonstration. In Allen Cypher, editor, Watch What i Do: Programming by Demonstration, pages 205-217. MIT Press, Cambridge, MA, 1993.
    [4]
    Allen Cypher, editor. Watch What I Do: Programming by Demonstration. MIT Press, Cambridge, MA, 1993.
    [5]
    H. Kautz. A Formal Theory Of Plan Recognition. PhD thesis, University of Rochester, 1987.
    [6]
    David Kurlanderl Chimera: Example-Based Graphical Editing. In Allen Cypher, editor, Watch What I Do: Programming by Demonstration, pages 270-290. MIT Press, Cambridge, MA, 1993.
    [7]
    N. Kushmerick, D. Weld, and R. Doorenbos. Wrapper Induction for Information Extraction. In Proc. 15th Int. Joint Conf. Ai, 1997.
    [8]
    Neal Lesh and Oren Etzioni. A sound and fast goal recognizer. In Proc. lJth int. Joint Conf. Ai, pages 1704-1710, 1995.
    [9]
    Neal Lesh and Oren Etzioni. Scaling up goal recognition. In Proc. 5th int. Conf. Principles of Knowledge Representation and Reasoning, pages 178-189, 1996.
    [10]
    Henry Lieberman. Tinker: A Programming by Demonstration System for Beginning Programmers. In Allen Cypher, editor, Watch What I Do: Programming by Demonstration, pages 49-64. MiT Press, Cambridge, MA, 1993.
    [11]
    Pattie Maes and Robyn Kozierok. Learning interface agents. In Proceedings of AAAI-93, pages 459- 465, 1993.
    [12]
    David Maulsby and Ian H. Witten. Cima: An Interactive Concept Learning System for End- User Applications. Applied Artificial Intelligence, 11:653-671, 1997.
    [13]
    T. Mitchell. Generalization as search. J. Artificial Intelligence, 18:203-226, 1982.
    [14]
    T. Mitchell. Machine Learning. McGraw Hill, 1997.
    [15]
    Brad A. Myers. Peridot: Creating User Interfaces by Demonstration. In Allen Cypher, editor, Watch What I Do: Programming by Demonstration, pages 125-153. MIT Press, Cambridge, MA, 1993.
    [16]
    C.G. Nevill-Manning and I.H. Witten. Detecting sequential structure. In Proc. Workshop on Programming by Demonstration, ML'95, Tahoe City, July 1995.
    [17]
    C.G. Nevill-Manning and I.H. Witten. Identifying Hierarchical Structure in Sequences: A lineartime algorithm. Journal of Artificial Intelligence Research, 7:67~82, 1997.
    [18]
    Gordon W. Paynter. Generalising Programming by Demonstration. In Proceedings Sixth Australian Conference on Computer-Human Interaction, pages 344-345, Nov 1996.
    [19]
    M. Pazzani and D. Kibler. The utility of prior knowledge in inductive learning. Machine Learning, 9:54-97, 1992.
    [20]
    M. Pazzani and D. Kibler. The utility of knowledge in inductive learning. Machine Learning, 9(1):57- 94, 1997.
    [21]
    M. Pollack. Inferring domain plans in questionanswering. PhD thesis, University of Pennslyvania, 1986.
    [22]
    J.R. Quinlan. Learning Logical Definitions from Relations. Machine Learning, 5:239-266, 1997.
    [23]
    R. Reiter. On closed world databases. In H. Gallaire and J. Minker, editors, Logic and Data Bases, pages 55-76. Plenum Press, 1978.
    [24]
    J. Schlimmer and L. Hermens. Software agents: Completing patterns and constructing user interfaces. J. Artificial Intelligence Research, pages 61- 89, 1993.
    [25]
    R. Weida and D. Litman. Terminological Reasoning with Constraint Networks and an Application to Plan Recognition. In Proc. 3rd Int. Conf. Principles of Knowledge Representation and Reasoning, October 1992.
    [26]
    D. Weld. An introduction to least-commitment planning. AI Magazine, pages 27-61, Winter 1994. Available at ftp://ftp, cs.washington.- edu/pub/ai/.
    [27]
    I.H. Witten, C.G. Nevill-Manning, and D.L. Maulsby. Interacting with learning agents: implications for ml from hci. In Workshop on Machine Learning meets Human-Computer Interaction, ML'96, pages 51-58, July 1996.

    Cited By

    View all
    • (2024)FrameKit: A Tool for Authoring Adaptive UIs Using KeyframesProceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640543.3645176(660-674)Online publication date: 18-Mar-2024
    • (2024)SonifyAR: Context-Aware Sound Effect Generation in Augmented RealityExtended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613905.3650927(1-7)Online publication date: 11-May-2024
    • (2023)NeuRI: Diversifying DNN Generation via Inductive Rule InferenceProceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering10.1145/3611643.3616337(657-669)Online publication date: 30-Nov-2023
    • Show More Cited By

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    IUI '99: Proceedings of the 4th international conference on Intelligent user interfaces
    December 1998
    205 pages
    ISBN:1581130988
    DOI:10.1145/291080
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 01 December 1998

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. inductive logic programming
    2. machine learning
    3. programming by demonstration
    4. version spaces

    Qualifiers

    • Article

    Conference

    IUI99
    Sponsor:
    IUI99: Intelligent User Interfaces
    January 5 - 8, 1999
    California, Los Angeles, USA

    Acceptance Rates

    IUI '99 Paper Acceptance Rate 21 of 70 submissions, 30%;
    Overall Acceptance Rate 746 of 2,811 submissions, 27%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)58
    • Downloads (Last 6 weeks)5
    Reflects downloads up to 10 Aug 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)FrameKit: A Tool for Authoring Adaptive UIs Using KeyframesProceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640543.3645176(660-674)Online publication date: 18-Mar-2024
    • (2024)SonifyAR: Context-Aware Sound Effect Generation in Augmented RealityExtended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613905.3650927(1-7)Online publication date: 11-May-2024
    • (2023)NeuRI: Diversifying DNN Generation via Inductive Rule InferenceProceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering10.1145/3611643.3616337(657-669)Online publication date: 30-Nov-2023
    • (2023)ImageEye: Batch Image Processing using Program SynthesisProceedings of the ACM on Programming Languages10.1145/35912487:PLDI(686-711)Online publication date: 6-Jun-2023
    • (2021)Algot: An Educational Programming Language with Human-Intuitive Visual Syntax2021 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)10.1109/VL/HCC51201.2021.9576166(1-5)Online publication date: 10-Oct-2021
    • (2021)Teachable Agent as an Interactive Tool for Cognitive Task Analysis: A Case Study for Authoring an Expert ModelInternational Journal of Artificial Intelligence in Education10.1007/s40593-021-00265-zOnline publication date: 12-Jul-2021
    • (2018)MaestroProceedings of the 31st Annual ACM Symposium on User Interface Software and Technology10.1145/3242587.3242606(287-298)Online publication date: 11-Oct-2018
    • (2017)SUGILITEProceedings of the 2017 CHI Conference on Human Factors in Computing Systems10.1145/3025453.3025483(6038-6049)Online publication date: 2-May-2017
    • (2017)Some Remarks on Code Evolution with Genetic ProgrammingInspired by Nature10.1007/978-3-319-67997-6_6(145-156)Online publication date: 27-Oct-2017
    • (2013)Problem Order Implications for LearningInternational Journal of Artificial Intelligence in Education10.1007/s40593-013-0005-523:1-4(71-93)Online publication date: 12-Oct-2013
    • Show More Cited By

    View Options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Get Access

    Login options

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media