Coverart for item
The Resource Service-oriented distributed knowledge discovery, Domenico Talia, Paolo Trunfio, (electronic resource)

Service-oriented distributed knowledge discovery, Domenico Talia, Paolo Trunfio, (electronic resource)

Label
Service-oriented distributed knowledge discovery
Title
Service-oriented distributed knowledge discovery
Statement of responsibility
Domenico Talia, Paolo Trunfio
Creator
Contributor
Subject
Language
eng
Summary
Preface Data analysis techniques and services are needed to mine the massive amount of data available and to extract useful knowledge from it. The service-oriented architecture (SOA) is used today as a model to develop software systems as a collection of services that are units of functionality and are interoperable in an open programming scenario. Service-oriented architectures can offer tools, techniques, and environments to support analysis, inference, and discovery processes over large data repositories available in many scientific and business areas. Knowledge discovery services, based on the availability of huge operation and application data and on the exploitation of data mining techniques, support and enable largescale knowledge discovery applications on service-oriented architectures such as Web servers, Grids, and Cloud computing platforms. This new approach can be referred to as service-oriented knowledge discovery. It addresses issues related to distributed knowledge discovery algorithms, data services composition, data and knowledge integration, and service-oriented data mining workflow, which provide the main components for extracting useful knowledge from the often unmanageable data volumes available today from many sources. This is done by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Talia, Domenico
Dewey number
006.3/12
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Trunfio, Paolo
  • ProQuest (Firm)
Series statement
Chapman & Hall/CRC data mining and knowledge discovery series
http://library.link/vocab/subjectName
  • Data mining
  • Service-oriented architecture (Computer science)
Label
Service-oriented distributed knowledge discovery, Domenico Talia, Paolo Trunfio, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 193-201)
Contents
Ch. 1. Distributed knowledge discovery : an overview -- ch. 2. Service-oriented computing for data analysis -- ch. 3. Designing services for distributed knowledge discovery -- ch. 4. Workflows of services for data analysis -- ch. 5. Services and grids : the knowledge grid -- ch. 6. Mining tasks as services : the case of Weka4WS -- ch. 7. How services can support mobile data mining -- ch. 8. Knowledge discovery applications -- ch. 9. Sketching the future pervasive data services
Control code
ocn820110419
Dimensions
unknown
Extent
1 online resource (xx, 210 p.)
Form of item
online
Isbn
9781439875339
Note
Taylor & Francis
Other physical details
ill
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)820110419
Label
Service-oriented distributed knowledge discovery, Domenico Talia, Paolo Trunfio, (electronic resource)
Publication
Bibliography note
Includes bibliographical references (p. 193-201)
Contents
Ch. 1. Distributed knowledge discovery : an overview -- ch. 2. Service-oriented computing for data analysis -- ch. 3. Designing services for distributed knowledge discovery -- ch. 4. Workflows of services for data analysis -- ch. 5. Services and grids : the knowledge grid -- ch. 6. Mining tasks as services : the case of Weka4WS -- ch. 7. How services can support mobile data mining -- ch. 8. Knowledge discovery applications -- ch. 9. Sketching the future pervasive data services
Control code
ocn820110419
Dimensions
unknown
Extent
1 online resource (xx, 210 p.)
Form of item
online
Isbn
9781439875339
Note
Taylor & Francis
Other physical details
ill
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)820110419

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
Processing Feedback ...