04029nam 22007095 450 991029925720332120200702132126.03-319-25166-X10.1007/978-3-319-25166-0(CKB)3710000000541771(EBL)4199805(SSID)ssj0001597046(PQKBManifestationID)16297824(PQKBTitleCode)TC0001597046(PQKBWorkID)14885784(PQKB)10177215(DE-He213)978-3-319-25166-0(MiAaPQ)EBC4199805(PPN)190881550(EXLCZ)99371000000054177120151217d2015 u| 0engur|n|---|||||txtccrMap Construction Algorithms /by Mahmuda Ahmed, Sophia Karagiorgou, Dieter Pfoser, Carola Wenk1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (128 p.)Description based upon print version of record.3-319-25164-3 Includes bibliographical references at the end of each chapters and index.Map Construction Algorithms -- Trace Bundle Map Construction Algorithm -- Fréchet Distance-Based Map Construction Algorithm -- Density-Based Map Construction Pipeline -- Datasets -- Quality Measures for Map Comparison -- Evaluation -- New Directions -- Resources.The book provides an overview of the state-of-the-art of map construction algorithms, which use tracking data in the form of trajectories to generate vector maps. The most common trajectory type is GPS-based trajectories. It introduces three emerging algorithmic categories, outlines their general algorithmic ideas, and discusses three representative algorithms in greater detail.  To quantify map construction algorithms, the authors include specific datasets and evaluation measures. The datasets, source code of map construction algorithms and evaluation measures are publicly available on http://www.mapconstruction.org. The web site serves as a repository for map construction data and algorithms and researchers can contribute by uploading their own code and benchmark data. Map Construction Algorithms is an excellent resource for professionals working in computational geometry, spatial databases, and GIS. Advanced-level students studying computer science, geography and mathematics will also find this book a useful tool.  .Data miningGeometryGeographical information systemsRegional planningUrban planningData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Geometryhttps://scigraph.springernature.com/ontologies/product-market-codes/M21006Geographical Information Systems/Cartographyhttps://scigraph.springernature.com/ontologies/product-market-codes/J13000Landscape/Regional and Urban Planninghttps://scigraph.springernature.com/ontologies/product-market-codes/J15000Data mining.Geometry.Geographical information systems.Regional planning.Urban planning.Data Mining and Knowledge Discovery.Geometry.Geographical Information Systems/Cartography.Landscape/Regional and Urban Planning.004Ahmed Mahmudaauthttp://id.loc.gov/vocabulary/relators/aut1064294Karagiorgou Sophiaauthttp://id.loc.gov/vocabulary/relators/autPfoser Dieterauthttp://id.loc.gov/vocabulary/relators/autWenk Carolaauthttp://id.loc.gov/vocabulary/relators/autBOOK9910299257203321Map Construction Algorithms2537323UNINA