skip to content
Machine learning and knowledge acquisition : integrated approaches Preview this item
ClosePreview this item
Checking...

Machine learning and knowledge acquisition : integrated approaches

Author: Gheorghe Tecuci; Yves Kodratoff
Publisher: London ; San Diego : Academic Press, ©1995.
Series: Knowledge-based systems (London, England), v. 14.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
Machine learning and knowledge acquisition represent two complementary approaches to the acquisition and organization of knowledge for knowledge-based systems. Machine learning has focused on developing autonomous algorithms for acquiring knowledge as data and for knowledge compilation and organization. In contrast, knowledge acquisition has focused on improving and partially automating the acquisition of knowledge
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Additional Physical Format: Online version:
Machine learning and knowledge acquisition.
London ; San Diego : Academic Press, ©1995
(OCoLC)604443864
Online version:
Machine learning and knowledge acquisition.
London ; San Diego : Academic Press, ©1995
(OCoLC)608560988
Document Type: Book
All Authors / Contributors: Gheorghe Tecuci; Yves Kodratoff
ISBN: 0126851204 9780126851205
OCLC Number: 33500330
Description: vi, 325 pages : illustrations ; 24 cm.
Contents: Introduction / Gheorghe Tecuci and Yves Kodratoff --
1. Building knowledge bases through multistrategy learning and knowledge acquisition / Gheorghe Tecuci --
2. Increasing levels of assistance in refinement of knowledge-based retrieval systems / Catherine Baudin, Smadar Kedar and Barney Pell --
3. Towards method-independent knowledge acquisition / Yolanda Gil and Cecile Paris --
4. An integrated framework for knowledge representation and theory revision / Moshe Koppel, Albert Maria Segre and Ronen Feldman --
5. From balanced cooperative modelling to embedded adaptivity: using inductive logic programming techniques for knowledge acquisition / Stefan Wrobel --
6. Cooperative knowledge evolution for complex domains / Franz Schmalhofer and Bidjan Tschaitschian --
7. A machine learning approach to knowledge-based software engineering / Christopher A. Miller and Keith R. Levi --
8. Knowledge acquisition and learning by experience --
the role of case-specific knowledge / Agnar Aamodt.
Series Title: Knowledge-based systems (London, England), v. 14.
Responsibility: edited by Gheorghe Tecuci, Yves Kodratoff.

Abstract:

This volume presents approaches to the integration of machine learning and knowledge acquisition such as case-based reasoning, apprenticeship learning, knowledge-base refinement through multistrategy  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/33500330> # Machine learning and knowledge acquisition : integrated approaches
    a schema:CreativeWork, schema:Book ;
    library:oclcnum "33500330" ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/837019945#Place/san_diego> ; # San Diego
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/enk> ;
    library:placeOfPublication <http://dbpedia.org/resource/London> ; # London
    schema:about <http://dewey.info/class/006.33/e20/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Thing/artificial_intelligence> ; # Artificial intelligence
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/machine_learning> ; # Machine-learning
    schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/kennisrepresentatie> ; # Kennisrepresentatie
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/lernender_automat> ; # Lernender Automat
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/apprentissage_automatique> ; # Apprentissage automatique
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/acquisition_des_connaissances_systemes_experts> ; # Acquisition des connaissances (systèmes experts)
    schema:about <http://experiment.worldcat.org/entity/work/data/837019945#Topic/kennisverwerving> ; # Kennisverwerving
    schema:about <http://id.worldcat.org/fast/988182> ; # Knowledge acquisition (Expert systems)
    schema:about <http://id.worldcat.org/fast/918516> ; # Expert systems (Computer science)
    schema:about <http://id.worldcat.org/fast/817247> ; # Artificial intelligence
    schema:bookFormat bgn:PrintBook ;
    schema:contributor <http://viaf.org/viaf/73957064> ; # Gheorghe Tecuci
    schema:contributor <http://viaf.org/viaf/27083344> ; # Yves Kodratoff
    schema:copyrightYear "1995" ;
    schema:datePublished "1995" ;
    schema:description "The book's tutorial style and description of real-world applications will make it essential reading for students, researchers and practitioners working in machine learning and knowledge acquisition."@en ;
    schema:description "This is the first book to present some of the most representative approaches to the integration of machine learning and knowledge acquisition such as case-based reasoning, apprenticeship learning, knowledge base refinement through multistrategy learning, example-guided knowledge based revision, and interactive inductive logic programming. It also presents their application to such areas as planning, scheduling, diagnosis, control, information retrieval and robotics."@en ;
    schema:description "Machine learning and knowledge acquisition represent two complementary approaches to the acquisition and organization of knowledge for knowledge-based systems. Machine learning has focused on developing autonomous algorithms for acquiring knowledge as data and for knowledge compilation and organization. In contrast, knowledge acquisition has focused on improving and partially automating the acquisition of knowledge from human experts by knowledge engineers."@en ;
    schema:description "Currently, both fields are moving towards an integrated approach using machine learning techniques to automate knowledge acquisition from experts, and knowledge acquisition techniques to guide and assist the learning process."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/837019945> ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/837019945#Series/knowledge_based_systems_book_series> ; # Knowledge-based systems book series ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/837019945#Series/knowledge_based_systems_london_england> ; # Knowledge-based systems (London, England) ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/608560988> ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/604443864> ;
    schema:name "Machine learning and knowledge acquisition : integrated approaches"@en ;
    schema:productID "33500330" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/33500330#PublicationEvent/london_san_diego_academic_press_1995> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/837019945#Agent/academic_press> ; # Academic Press
    schema:workExample <http://worldcat.org/isbn/9780126851205> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GB9592860> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/33500330> ;
    .


Related Entities

<http://dbpedia.org/resource/London> # London
    a schema:Place ;
    schema:name "London" ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Agent/academic_press> # Academic Press
    a bgn:Agent ;
    schema:name "Academic Press" ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Series/knowledge_based_systems_book_series> # Knowledge-based systems book series ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/33500330> ; # Machine learning and knowledge acquisition : integrated approaches
    schema:name "Knowledge-based systems book series ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Series/knowledge_based_systems_london_england> # Knowledge-based systems (London, England) ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/33500330> ; # Machine learning and knowledge acquisition : integrated approaches
    schema:name "Knowledge-based systems (London, England) ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Thing/artificial_intelligence> # Artificial intelligence
    a schema:Thing ;
    schema:name "Artificial intelligence" ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Topic/acquisition_des_connaissances_systemes_experts> # Acquisition des connaissances (systèmes experts)
    a schema:Intangible ;
    schema:name "Acquisition des connaissances (systèmes experts)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Topic/apprentissage_automatique> # Apprentissage automatique
    a schema:Intangible ;
    schema:name "Apprentissage automatique"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Topic/kennisrepresentatie> # Kennisrepresentatie
    a schema:Intangible ;
    schema:name "Kennisrepresentatie"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/837019945#Topic/lernender_automat> # Lernender Automat
    a schema:Intangible ;
    schema:name "Lernender Automat"@en ;
    .

<http://id.worldcat.org/fast/1004795> # Machine learning
    a schema:Intangible ;
    schema:name "Machine learning"@en ;
    .

<http://id.worldcat.org/fast/817247> # Artificial intelligence
    a schema:Intangible ;
    schema:name "Artificial intelligence"@en ;
    .

<http://id.worldcat.org/fast/918516> # Expert systems (Computer science)
    a schema:Intangible ;
    schema:name "Expert systems (Computer science)"@en ;
    .

<http://id.worldcat.org/fast/988182> # Knowledge acquisition (Expert systems)
    a schema:Intangible ;
    schema:name "Knowledge acquisition (Expert systems)"@en ;
    .

<http://viaf.org/viaf/27083344> # Yves Kodratoff
    a schema:Person ;
    schema:familyName "Kodratoff" ;
    schema:givenName "Yves" ;
    schema:name "Yves Kodratoff" ;
    .

<http://viaf.org/viaf/73957064> # Gheorghe Tecuci
    a schema:Person ;
    schema:familyName "Tecuci" ;
    schema:givenName "Gheorghe" ;
    schema:name "Gheorghe Tecuci" ;
    .

<http://worldcat.org/isbn/9780126851205>
    a schema:ProductModel ;
    schema:isbn "0126851204" ;
    schema:isbn "9780126851205" ;
    .

<http://www.worldcat.org/oclc/604443864>
    a schema:CreativeWork ;
    rdfs:label "Machine learning and knowledge acquisition." ;
    schema:description "Online version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/33500330> ; # Machine learning and knowledge acquisition : integrated approaches
    .

<http://www.worldcat.org/oclc/608560988>
    a schema:CreativeWork ;
    rdfs:label "Machine learning and knowledge acquisition." ;
    schema:description "Online version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/33500330> ; # Machine learning and knowledge acquisition : integrated approaches
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.