{"product_id":"9783319274140","title":"Compression of Mobility Data","description":"\u003ch1\u003eCompression of Mobility Data\u003c\/h1\u003e \u003ch2\u003eTrajcevski, Goce\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book discusses the different facets of the problem of\ncompressing data pertaining to whereabouts-in-time information for mobile\nentities. It gives a comprehensive overview of the state of the art in terms of\nexisting techniques as well as the impact of various contexts associated with\nmodeling and representing the motion. \u003c\/p\u003e\u003cp\u003eThe first part of this book presents a global overview of\nthe problem of data compression in general and throughout the history,\nillustrates the different categorizations of compression approaches, and\npositions the rest of the book in these settings. It discusses separately the\nfacets of compressing spatial data (polylines, cartography, and beyond) and\ntemporal data (temporal databases, time series, streaming data). \u003c\/p\u003eThe second part of this book explores in detail the various\nissues arising when compression is attempted in the realm of moving objects\nmanagement, both for point-objects and evolving shapes. It starts with\ndiscussing the basic settings and the related solutions and fundamental techniques\ncommon to various application and analyzes the benefits and trade-offs\nassociated with mobile data reduction in both online and (near) real-time\nsettings. It also covers the impact of the different distance functions used to\ncapture the quality of the compression process. Subsequently, it incorporates\nthe role of different contexts such as energy issues when tracking in wireless\nsensor networks, known restrictions of motion (e.g., road networks), etc.\u003cp\u003e\n\n\n\n\n\n\n\n\n\n\n\n\u003c\/p\u003e\u003cp\u003eOther key topics range from the role of data compression in\nclustering mobile data to the impact of various semantics-based features (such\nas symbolic trajectories and warehousing of spatio-temporal data). \u003ci\u003eCompression of Mobility Data\u003c\/i\u003e concludes\nwith a discussion of the possible future research directions associated with\ndifferent aspects of compressing spatio-temporal data.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2050-07-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319274140\u003c\/p\u003e \u003cp\u003eDOI: \u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 140\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":50297908920460,"sku":"9783319274140","price":89.1,"currency_code":"USD","in_stock":true}],"url":"https:\/\/lateknightbooks.com\/products\/9783319274140","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}