Art

J-GLOBAL ID：202102243734626195   Reference number：21A1195723

Reinforcement Learning for Predictive Analytics in Smart Cities

スマートシティにおける予測解析学のための強化学習【JST・京大機械翻訳】

Author (2)： Kolomvatsos Kostas (Department of Computer Science, University of Thessaly, Papasiopoulou 2-4, Lamia 35100, Greece;) ,  Anagnostopoulos Christos (School of Computing Science, University of Glasgow, 17 Lilybank Gardens, Glasgow G12 8QQ, UK)
Material： Informatics (Web)
Volume： 4  Issue： 3  Page： 16  Publication year： 2017 
JST Material Number： U7202A  ISSN： 2227-9709  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： The digitization of our lives ...

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Thesaurus term： simulation ,  decision making ,  *learning ,  public enterprise ,  data management ,  application program ,  infrastructure ,  arithmetic processor ,  formulation ,  internet ,  machine learning ,  *reinforcement learning
Semi thesaurus term： クエリー ,  モノのインターネット ,  *スマートシティ , 【Automatic Indexing@JST】

Author keywords (6)： reinforcement learning ,  Q-learning ,  clustering ,  data fusion ,  big data analytics ,  query streams

JST classification (2)： Computer networks  (JC03000K) ,  Urban planning in general,urban economics  (RD01010S)

Reference (52)：

• Scholl, H.; Scholl, M. Smart Governance: A Roadmap for Research and Practice. In Proceedings of the iConference Summary, Berlin, Germany, 4-7 March 2014; pp. 163-176.
• Meijer, A.; Bolivar, M. Governing the Smart City: Scaling-Up the Search for Socio-Techno Synergy. In Proceedings of the 2013 EGPA Conference, Scotland, UK, 11-13 September 2013.
• Bolivar, M.P.R. Smart Cities: Big Cities, Complex Governance? In Transforming City Governments for Successful Smart Cities; Public Administration and Information Technology 8; Springer International Publishing: Berlin, Germany, 2015.
• Kresin, C. Design Rules for Smarter Cities. In ‘Smart Citizens’ Future Everything; Hemmet, D., Townsend, A., Eds.; Future Everything Publications: Manchester, UK, 2013; pp. 51-54.
• Silva, B.N.; Khan, M.; Han, K. Big Data Analytics Embedded Smart City Architecture for Performance Enhancement through Real-Time Data Processing and Decision-Making. Wirel. Commun. Mobile Comput. 2017, 2017, 9429676.

Terms in the title (3)： スマートシティ ,  予測解析 ,  強化学習