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Cities, however, are becoming increasingly instrumented with a myriad of sensors, both fixed and mobile. While a number of systems aim to exploit such sensors to gather information and to provide a real\u2010time view of the city, existing approaches are application\u2010specific, hindering their scalability and reuse. Using the city of Dublin (Ireland) as a testbed, this paper describes our iterative consultation process with city stakeholders to design CityWatch, an urban\u2010scale data sensing and dissemination framework. In particular, it presents the resulting design of two prototype applications, the requirements on the overall framework, an initial implementation, and discusses the early results of ongoing trials. Copyright \u00a9 2014 John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/ett.2786","type":"journal-article","created":{"date-parts":[[2014,1,15]],"date-time":"2014-01-15T06:18:21Z","timestamp":1389766701000},"page":"64-80","source":"Crossref","is-referenced-by-count":30,"title":["CityWatch: exploiting sensor data to manage cities better"],"prefix":"10.1002","volume":"25","author":[{"given":"Atif","family":"Manzoor","sequence":"first","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]},{"given":"Constantinos","family":"Patsakis","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]},{"given":"Alistair","family":"Morris","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]},{"given":"Jessica","family":"McCarthy","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"},{"name":"Intel Sustainable Cities Lab  Dublin Ireland"}]},{"given":"Gabriel","family":"Mullarkey","sequence":"additional","affiliation":[{"name":"Intel Sustainable Cities Lab  Dublin Ireland"}]},{"given":"Han","family":"Pham","sequence":"additional","affiliation":[{"name":"Intel Sustainable Cities Lab  Dublin Ireland"}]},{"given":"Siobh\u00e1n","family":"Clarke","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]},{"given":"Vinny","family":"Cahill","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]},{"given":"M\u00e9lanie","family":"Bouroche","sequence":"additional","affiliation":[{"name":"School of Computer Science and Statistics Trinity College Dublin  Ireland"}]}],"member":"311","published-online":{"date-parts":[[2014,1,14]]},"reference":[{"key":"e_1_2_13_2_1","unstructured":"World urbanization prospects. the 2005 revision pop. division department of economic and social affairs un."},{"key":"e_1_2_13_3_1","unstructured":"DirksS KeelingM.A vision of smarter cities: how cities can lead the way into a prosperous and sustainable future.IBM Institute for Business Value June2009. pp.1\u20136."},{"key":"e_1_2_13_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2008.18"},{"key":"e_1_2_13_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/ett.2704"},{"key":"e_1_2_13_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/ett.2766"},{"key":"e_1_2_13_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2011.10.004"},{"key":"e_1_2_13_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2010.5560598"},{"key":"e_1_2_13_9_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJTM.2009.023374"},{"key":"e_1_2_13_10_1","doi-asserted-by":"crossref","unstructured":"ManzoorA PatsakisC BourocheM McCarthyJ MullarkeyG ClarkeS CahillV.Data sensing and dissemination framework for smart cities. 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