Geographic knowledge extraction and semantic similarity in OpenStreetMap

In recent years, a web phenomenon known as Volunteered Geographic Information (VGI) has produced large crowdsourced geographic data sets. OpenStreetMap (OSM), the leading VGI project, aims at building an open-content world map through user contributions. OSM semantics consists of a set of properties...

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Bibliographic Details
Published in:	Knowledge and information systems Vol. 37; no. 1; pp. 61 - 81
Main Authors:	Ballatore, Andrea, Bertolotto, Michela, Wilson, David C.
Format:	Journal Article
Language:	English
Published:	London Springer London 01-10-2013 Springer Springer Nature B.V
Subjects:	Algorithms Applied sciences Artificial intelligence Bookstores Cartography Citations Cocitation Collaboration Computation Computer Science Computer science; control theory; systems Computer systems and distributed systems. User interface Crowdsourcing Data mining Data Mining and Knowledge Discovery Data processing. List processing. Character string processing Database Management Exact sciences and technology Freeware Geographic information systems Information management Information resources Information retrieval Information Storage and Retrieval Information Systems and Communication Service Information Systems Applications (incl.Internet) Information systems. Data bases IT in Business Knowledge Memory organisation. Data processing Networks Recommender systems Regular Paper Semantic web Semantics Similarity Software Spatial data Speech and sound recognition and synthesis. Linguistics Studies Web 2.0 Websites United States > US Volunteered Geographic Information Crowdsourcing OpenStreetMap Co-citation Semantic similarity SimRank OSM Semantic Network P-Rank Similarity Semantic analysis Very large databases Data mining Information source Semantics World wide web Knowledge discovery Semantic relation Data analysis Content management Knowledge representation Information retrieval Social network Knowledge extraction Recommendation Volunteering Geographic information system Semantic network Metric Internet Web site Usability Signal to noise ratio
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