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Spatial analysis and data mining are increasingly facing the challenges of Big Data as more and more types of crowd sourcing spatial data are used in GIScience, such as movement trajectories, cellular phone calls, and social networks. In order to effectively manage these massive data collections, new methods and algorithms are called for. The book highlights state-of-the-art advances in the handling and application of spatial data, especially spatial Big Data, offering a cutting-edge reference guide for graduate students, researchers and practitioners in the field of GIScience.
Spatial analysis and data mining are increasingly facing the challenges of Big Data as more and more types of crowd sourcing spatial data are used in GIScience, such as movement trajectories, cellular phone calls, and social networks. In order to effectively manage these massive data collections, new methods and algorithms are called for. The book highlights state-of-the-art advances in the handling and application of spatial data, especially spatial Big Data, offering a cutting-edge reference guide for graduate students, researchers and practitioners in the field of GIScience.
CHENGHU ZHOU received his PhD from the Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, with a focus on Cartography and GIS. He is currently an Academician at the Chinese Academy of Science.
FENZHEN SU completed his PhD in GIS and Cartography at the Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing. He is currently Director of the State Key Lab of Resources and Environmental Information Systems, Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
JUN XU received his PhD in Geographical Information Systems from the Department of Geography, State University of New York at Buffalo. Her research interests are in the fields of geographical ontology, spatial knowledge representation and qualitative reasoning, and spatial data mining. She is now an Associate Professor at the State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
Presents the latest research on the handling of massive data collections
Introduces new methods, algorithms and applications of spatial data
Provides an important contribution to the popular topic of Big Data
Includes supplementary material: [...]
| Erscheinungsjahr: | 2017 |
|---|---|
| Fachbereich: | Geografie |
| Genre: | Geowissenschaften |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Advances in Geographic Information Science |
| Inhalt: |
xiii
237 S. 84 s/w Illustr. 237 p. 84 illus. |
| ISBN-13: | 9789811044236 |
| ISBN-10: | 9811044236 |
| Sprache: | Englisch |
| Herstellernummer: | 978-981-10-4423-6 |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Zhou, Chenghu
Xu, Jun Harvey, Francis Su, Fenzhen |
| Herausgeber: | Chenghu Zhou/Fenzhen Su/Francis Harvey et al |
| Auflage: | 1st ed. 2017 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Advances in Geographic Information Science |
| Maße: | 241 x 160 x 20 mm |
| Von/Mit: | Chenghu Zhou (u. a.) |
| Erscheinungsdatum: | 12.05.2017 |
| Gewicht: | 0,547 kg |
CHENGHU ZHOU received his PhD from the Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, with a focus on Cartography and GIS. He is currently an Academician at the Chinese Academy of Science.
FENZHEN SU completed his PhD in GIS and Cartography at the Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing. He is currently Director of the State Key Lab of Resources and Environmental Information Systems, Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
JUN XU received his PhD in Geographical Information Systems from the Department of Geography, State University of New York at Buffalo. Her research interests are in the fields of geographical ontology, spatial knowledge representation and qualitative reasoning, and spatial data mining. She is now an Associate Professor at the State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographical Science and Natural Resources Research, Chinese Academy of Sciences, Beijing, China.
Presents the latest research on the handling of massive data collections
Introduces new methods, algorithms and applications of spatial data
Provides an important contribution to the popular topic of Big Data
Includes supplementary material: [...]
| Erscheinungsjahr: | 2017 |
|---|---|
| Fachbereich: | Geografie |
| Genre: | Geowissenschaften |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Advances in Geographic Information Science |
| Inhalt: |
xiii
237 S. 84 s/w Illustr. 237 p. 84 illus. |
| ISBN-13: | 9789811044236 |
| ISBN-10: | 9811044236 |
| Sprache: | Englisch |
| Herstellernummer: | 978-981-10-4423-6 |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Zhou, Chenghu
Xu, Jun Harvey, Francis Su, Fenzhen |
| Herausgeber: | Chenghu Zhou/Fenzhen Su/Francis Harvey et al |
| Auflage: | 1st ed. 2017 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Advances in Geographic Information Science |
| Maße: | 241 x 160 x 20 mm |
| Von/Mit: | Chenghu Zhou (u. a.) |
| Erscheinungsdatum: | 12.05.2017 |
| Gewicht: | 0,547 kg |
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