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Mobility practices of the residents are produced from their\n            <jats:italic>spatial choices<\/jats:italic>\n            , which involve various considerations such as the atmosphere of destinations, distance, past experiences, and preferences. The advances in mobile computing and the rise of geo-social platforms have provided the means for capturing the mobility practices; however, interpreting the residents\u2019 insights is challenging due to the scale and complexity of an urban environment and its unique context. In this article, we present MobInsight, a framework for making localized interpretations of urban mobility that reflect various aspects of the urbanism. MobInsight extracts a rich set of neighborhood features through\n            <jats:italic>holistic semantic aggregation<\/jats:italic>\n            , and models the mobility between\n            <jats:italic>all-pairs of neighborhoods<\/jats:italic>\n            . We evaluate MobInsight with the mobility data of Barcelona and demonstrate diverse localized and semantically rich interpretations.\n          <\/jats:p>","DOI":"10.1145\/3158433","type":"journal-article","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T19:19:10Z","timestamp":1530818350000},"page":"1-25","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["MobInsight"],"prefix":"10.1145","volume":"8","author":[{"given":"Souneil","family":"Park","sequence":"first","affiliation":[{"name":"Telefonica Research, Barcelona, Spain"}]},{"given":"Joan","family":"Serr\u00e0","sequence":"additional","affiliation":[{"name":"Telefonica Research, Barcelona, Spain"}]},{"given":"Enrique Frias","family":"Martinez","sequence":"additional","affiliation":[{"name":"Telefonica Research, Madrid, Spain"}]},{"given":"Nuria","family":"Oliver","sequence":"additional","affiliation":[{"name":"Telefonica Research, Alicante, Spain"}]}],"member":"320","published-online":{"date-parts":[[2018,7,5]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"Open Data BCN. 2017. 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