{"product_id":"handbook-of-mobility-data-mining-volume-2-mobility-analytics-and-prediction-paperback-9780443184246","title":"Handbook of Mobility Data Mining, Volume 2; Mobility Analytics and Prediction (Paperback \/ softback) 9780443184246","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eHandbook of Mobility Data Mining, Volume 2\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eMobility Analytics and Prediction\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eIntroduces the fundamental technologies of mobile big data mining, advanced AI methods, and upper-level applications using a bottom-up approach\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eHaoran Zhang (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780443184246, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 27 January 2023\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e210 pages\u003cbr\u003e22.9 x 15.2 x 1.5 cm, 0.45 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eHandbook of Mobility Data Mining, Volume Two: Mobility Analytics and Prediction\u003c\/i\u003e introduces the fundamental technologies of mobile big data mining (MDM), advanced AI methods, and upper-level applications, helping readers comprehensively understand MDM with a bottom-up approach. The book explains how to preprocess mobile big data, visualize urban mobility, simulate and predict human travel behavior, and assess urban mobility characteristics and their matching performance as conditions and constraints in transport, emergency management, and sustainability development systems. The book introduces how to design MDM platforms that adapt to the evolving mobility environment and new types of transportation and users.\u003c\/p\u003e  \u003cp\u003eThis helpful guide provides a basis for how to simulate and predict mobility data. After an introductory theory chapter, the book then covers crucial topics such as long-term mobility pattern analytics, mobility data generators, user information inference, Grid-based population density prediction, and more. The book concludes with a chapter on graph-based mobility data analytics. The information in this work is crucial for researchers, engineers, operators, company administrators, and policymakers in related fields, to comprehensively understand current technologies' infra-knowledge structure and limitations. \u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Mobility Simulation and Prediction: Concept, Theory, and Framework \u003cbr\u003e2. Long-term Mobility Pattern Analytics-Changes Detection\u003cbr\u003e3. Long-term Mobility Pattern Analytics-Clustering \u003cbr\u003e4. Mobility Data Generator- Physical Models \u003cbr\u003e5. Mobility Data Generator- Probabilistic Models \u003cbr\u003e6. User Information Inference\u003cbr\u003e7. Mobility Similarity Evaluation \u003cbr\u003e8. Grid-based Population Density Prediction\u003cbr\u003e9. Grid-based OD Prediction \u003cbr\u003e10. Individual Trajectory Prediction\u003cbr\u003e11. Graph-based Mobility Data Analytics\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Transport: general interest [\u003ca title=\"See our other books on Transport: general interest\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Transport:%20general%20interest%20%5BWG%5D%22\"\u003eWG\u003c\/a\u003e], Operational research [\u003ca title=\"See our other books on Operational research\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Operational%20research%20%5BKJT%5D%22\"\u003eKJT\u003c\/a\u003e], Social issues \u0026amp; processes [\u003ca title=\"See our other books on Social issues \u0026amp; processes\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Social%20issues%20\u0026amp;%20processes%20%5BJFF%5D%22\"\u003eJFF\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":46651412545816,"sku":"9780443184246","price":84.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780443184246.jpg?v=1694979813","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/handbook-of-mobility-data-mining-volume-2-mobility-analytics-and-prediction-paperback-9780443184246","provider":"Freshly Printed Books","version":"1.0","type":"link"}