Smart city;
Urban modelling;
Urban informatics;
Big data;
D O I:
10.1007/978-981-97-2966-1_25
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
The rapid development of information technology has brought about the emergence of urban multi-source big data and the improvement of computing power, and promoted the emergence of new technologies such as artificial intelligence, making the study paradigm of urban modelling face change. Based on the concept of smart city, this paper sorts out the types of urban big data in the information age, and puts forward new opportunities and challenges brought by big data to urban modelling research; Secondly, this paper lists a number of cases for reference on how big data can provide services to the public in the form of network and infrastructure; Finally, the latest progress in the innovation of new technologies such as artificial intelligence, deep learning, data mining, etc. caused by the improvement of computing power is discussed.
机构:
Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, IndiaVellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
Bhattacharya, Sweta
Somayaji, Siva Rama Krishnan
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机构:
Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, IndiaVellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
Somayaji, Siva Rama Krishnan
Gadekallu, Thippa Reddy
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机构:
Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, IndiaVellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
Gadekallu, Thippa Reddy
Alazab, Mamoun
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机构:
Charles Darwin Univ, Coll Engn IT & Environm, Darwin, NT 0909, AustraliaVellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
Alazab, Mamoun
Maddikunta, Praveen Kumar Reddy
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机构:
Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, IndiaVellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, Tamil Nadu, India
机构:
Univ New Brunswick, Dept Geodesy & Geomat Engn, Fredericton, NB E3B 5A, CanadaUCL, CASA, London W1N 6TR, England
Wachowicz, M.
Ouzounis, G.
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机构:
Commiss European Communities, IPSC, Joint Res Ctr, Geospatial Informat Anal Global Secur & Stabil, I-21027 Ispra, ItalyUCL, CASA, London W1N 6TR, England
Ouzounis, G.
Portugali, Y.
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机构:
Tel Aviv Univ, Dept Geog & Human Environm, IL-69978 Tel Aviv, IsraelUCL, CASA, London W1N 6TR, England