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Autor(en): 
  • Goce Trajcevski
  • Compression of Mobility Data 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Vorankündigung
    Veröffentlichung:  ANGEKÜNDIGT  
    Genre:  EDV / Informatik 
     
    B / Data Mining / Data Mining and Knowledge Discovery / Electrical Engineering / Engineering economics / Engineering Economics, Organization, Logistics, Marketing / Engineering economy / Engineering# general
    ISBN:  9783319274140 
    EAN-Code: 
    9783319274140 
    Verlag:  Springer EN 
    Einband:  Gebunden  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Seiten:  140 
    Illustration:  X, 140 p. 20 illus., schwarz-weiss Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Keine Bewertung vor Veröffentlichung möglich.
    Inhalt:

    This book discusses the different facets of the problem of compressing data pertaining to whereabouts-in-time information for mobile entities. It gives a comprehensive overview of the state of the art in terms of existing techniques as well as the impact of various contexts associated with modeling and representing the motion.

    The first part of this book presents a global overview of the problem of data compression in general and throughout the history, illustrates the different categorizations of compression approaches, and positions the rest of the book in these settings. It discusses separately the facets of compressing spatial data (polylines, cartography, and beyond) and temporal data (temporal databases, time series, streaming data).

    The second part of this book explores in detail the various issues arising when compression is attempted in the realm of moving objects management, both for point-objects and evolving shapes. It starts with discussing the basic settings and the related solutions and fundamental techniques common to various application and analyzes the benefits and trade-offs associated with mobile data reduction in both online and (near) real-time settings. It also covers the impact of the different distance functions used to capture the quality of the compression process. Subsequently, it incorporates the role of different contexts such as energy issues when tracking in wireless sensor networks, known restrictions of motion (e.g., road networks), etc.

    Other key topics range from the role of data compression in clustering mobile data to the impact of various semantics-based features (such as symbolic trajectories and warehousing of spatio-temporal data). Compression of Mobility Data concludes with a discussion of the possible future research directions associated with different aspects of compressing spatio-temporal data.

      



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