rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Ubiquitous Knowledge Discovery
    sub title: Challenges, Techniques, Applications
  name:
    name part: May, Michael.
    role:
      role term: editor.
  name:
    name part: Saitta, Lorenza.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2010
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: X, 255 p. 51 illus. online resource.
  abstract: Knowledge discovery in ubiquitous environments is an emerging area of research at the intersection of the two major challenges of highly distributed and mobile systems and advanced knowledge discovery systems. It aims to provide a unifying framework for systematically investigating the mutual dependencies of otherwise quite unrelated technologies employed in building next-generation intelligent systems: machine learning, data mining, sensor networks, grids, peer-to-peer networks, data stream mining, activity recognition, Web 2.0, privacy, user modelling and others. This state-of-the-art survey is the outcome of a large number of workshops, summer schools, tutorials and dissemination events organized by KDubiq (Knowledge Discovery in Ubiquitous Environments), a networking project funded by the European Commission to bring together researchers and practitioners of this emerging community. It provides in its first part a conceptual foundation for the new field of ubiquitous knowledge discovery - highlighting challenges and problems, and proposing future directions in the area of 'smart', 'adaptive', and 'intelligent' learning. The second part of this volume contains selected approaches to ubiquitous knowledge discovery and treats specific aspects in detail. The contributions have been carefully selected to provide illustrations and in-depth discussions for some of the major findings of Part I.
  table of contents: A Blueprint for Ubiquitous Knowledge Discovery -- Introduction: The Challenge of Ubiquitous Knowledge Discovery -- Ubiquitous Technologies -- Resource Aware Distributed Knowledge Discovery -- Ubiquitous Data -- Privacy and Security in Ubiquitous Knowledge Discovery -- A Human-Centric Perspective on Ubiquitous Knowledge Discovery -- Application Challenges for Ubiquitous Knowledge Discovery -- Case Studies -- On-Line Learning: Where Are We So Far? -- Change Detection with Kalman Filter and CUSUM -- A Geometric Approach to Monitoring Threshold Functions over Distributed Data Streams -- Privacy Preserving Spatio-temporal Clustering on Horizontally Partitioned Data -- Nemoz — A Distributed Framework for Collaborative Media Organization -- Micro Information Systems and Ubiquitous Knowledge Discovery -- MineFleet : The Vehicle Data Stream Mining System for Ubiquitous Environments.
  note: edited by Michael May, Lorenza Saitta.
  subject:
    topic: Computer science
  subject:
    topic: Computer communication systems
  subject:
    topic: Algorithms
  subject:
    topic: Data mining
  subject:
    topic: User interfaces (Computer systems)
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Computer Communication Networks
  subject:
    topic: Data Mining and Knowledge Discovery
  subject:
    topic: Information Systems Applications (incl. Internet)
  subject:
    topic: Algorithm Analysis and Problem Complexity
  subject:
    topic: User Interfaces and Human Computer Interaction
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Computer Science, 6202
  identifier: 9783642163920
  identifier: http://dx.doi.org/10.1007/978-3-642-16392-0
  record info:
    record creation date: 101007
    record change date: 20151204150501.0
    record identifier: 978-3-642-16392-0