research-article

Smart cities in the era of artificial intelligence and internet of things: literature review from 1990 to 2017

Authors:

Sehl MellouliAuthors Info & Claims

dg.o '18: Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age

Article No.: 81, Pages 1 - 10

https://doi.org/10.1145/3209281.3209380

Published: 30 May 2018 Publication History

Abstract

The concept of smart city is considered as the new engine for economic and social growths since it is supported by the rapid development of information and communication technologies. However, each technology not only brings its advantages, but also the challenges that cities have to face in order to implement it. So, this paper addresses two research questions : « What are the most important technologies that drive the development of smart cities ?» and « what are the challenges that cities will face when adopting these technologies ? » Relying on a literature review of studies published between 1990 and 2017, the ensuing results show that Artificial Intelligence and Internet of Things represent the most used technologies for smart cities. So, the focus of this paper will be on these two technologies by showing their advantages and their challenges.

References

[1]

Giovanni Acampora, Diane J Cook, Parisa Rashidi, and Athanasios V Vasilakos. 2013. A survey on ambient intelligence in healthcare. Proc. IEEE 101, 12 (2013), 2470--2494.

[2]

Amina Adadi, Mohammed Berrada, Driss Chenouni, and Bouchaib Bounabat. 2015. Ontology based composition of e-Government services using AI Planning. In Intelligent Systems: Theories and Applications (SITA), 2015 10th International Conference on. IEEE, 1--8.

[3]

Xavier Aime, Jean Charlet, Didier Maillet, and Catherine Belin. 2015. L'intelligence artificielle à la rencontre de la neuropsychologie: mémoire sémantique, vieillissement normal et pathologique. Gériatrie et Psychologie Neuropsychiatrie du Vieillissement 13, 1 (2015), 88--96.

[4]

Leonidas G Anthopoulos. 2015. Understanding the smart city domain: A literature review. In Transforming city governments for successful smart cities. Springer, 9--21.

[5]

Charbel Aoun. 2013. The smart city cornerstone: Urban efficiency. Published by Schneider electric (2013).

[6]

CJ Arntzen. 1984. Cutting Edge Technologies. Washington, DC: National Academy of Engineering (1984), 52--61.

[7]

Ayoub Arroub, Bassma Zahi, Essaid Sabir, and Mohamed Sadik. 2016. A literature review on Smart Cities: Paradigms, opportunities and open problems. In Wireless Networks and Mobile Communications (WINCOM), 2016 International Conference on. IEEE, 180--186.

[8]

Kevin Ashton et al. 2009. That 'internet of things' thing. RFID journal 22, 7 (2009), 97--114.

[9]

Juan Carlos Augusto. 2007. Ambient intelligence: the confluence of ubiquitous/pervasive computing and artificial intelligence. In Intelligent Computing Everywhere. Springer, 213--234.

[10]

Juan Carlos Augusto, Hideyuki Nakashima, and Hamid Aghajan. 2010. Ambient intelligence and smart environments: A state of the art. In Handbook of ambient intelligence and smart environments. Springer, 3--31.

[11]

Chitra Balakrishna. 2012. Enabling technologies for smart city services and applications. In Next Generation Mobile Applications, Services and Technologies (NGMAST), 2012 6th International Conference on. IEEE, 223--227.

Digital Library

[12]

William G Baxt. 1995. Application of artificial neural networks to clinical medicine. The lancet 346, 8983 (1995), 1135--1138.

[13]

Éric Beaudry. 2011. Rédiger et publier un article scientifique.

[14]

Frauke Behrendt. 2016. Why cycling matters for smart cities. Internet of bicycles for intelligent transport. Journal of transport geography 56 (2016), 157--164.

[15]

Richard Bellman. 1978. An introduction to artificial intelligence: can computer think? Technical Report.

[16]

Chintan Bhatt, Nilanjan Dey, and Amira S Ashour. 2017. Internet of things and big data technologies for next generation healthcare. (2017).

Digital Library

[17]

Kang Bing, Liu Fu, Yun Zhuo, and Liang Yanlei. 2011. Design of an internet of things-based smart home system. In Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on, Vol. 2. IEEE, 921--924.

[18]

J Mark Bishop. 2016. Singularity, or How I Learned to Stop Worrying and Love Artificial Intelligence. Risks of Artificial Intelligence (2016), 267.

[19]

Nick Bostrom. 2002. Existential risks: Analyzing human extinction scenarios and related hazards. (2002).

[20]

N Boström. 2014. Superintelligence: Paths, dangers, strategies.

Digital Library

[21]

Nick Bostrom. 2017. Superintelligence. Dunod.

[22]

Nick Bostrom and Eliezer Yudkowsky. 2014. The ethics of artificial intelligence. The Cambridge handbook of artificial intelligence (2014), 316--334.

[23]

Maged N Kamel Boulos and Najeeb M Al-Shorbaji. 2014. On the Internet of Things, smart cities and the WHO Healthy Cities.

[24]

David Bregman. 2010. Smart Home Intelligence-The eHome that Learns. International journal of smart home 4, 4 (2010), 35--46.

[25]

Sandra Breux and Jérémy Diaz. 2017. La ville intelligente: origine, définitions, forces et limites d'une expression polysémique. Institut national de la recherche scientifique-Centre Urbanisation Culture Société.

[26]

Rodney A Brooks, Bart Selman, Thomas Dean, Eric Horvitz, TM Mitchell, and NJ Nilsson. 1996. Challenge problems for artificial intelligence. In Thirteenth National Conference on Artificial Intelligence-AAAI. 4.

Digital Library

[27]

Quyet H Cao, Imran Khan, Reza Farahbakhsh, Giyyarpuram Madhusudan, Gyu Myoung Lee, and Noel Crespi. 2016. A trust model for data sharing in smart cities. In Communications (ICC), 2016 IEEE International Conference on. IEEE, 1--7.

[28]

Andrea Caragliu, Chiara Del Bo, and Peter Nijkamp. 2011. Smart cities in Europe. Journal of urban technology 18, 2 (2011), 65--82.

[29]

Mauro Castelli, Raul Sormani, Leonardo Trujillo, and Aleš Popovič. 2017. Predicting per capita violent crimes in urban areas: an artificial intelligence approach. Journal of Ambient Intelligence and Humanized Computing 8, 1 (2017), 29--36.

[30]

Corinne Cath, Sandra Wachter, Brent Mittelstadt, Mariarosaria Taddeo, and Luciano Floridi. 2017. Artificial Intelligence and the 'Good Society': the US, EU, and UK approach. Science and engineering ethics (2017), 1--24.

[31]

Pablo Chamoso, Juan F De Paz, Sara Rodríguez, and Javier Bajo. 2016. Smart Cities Simulation Environment for Intelligent Algorithms Evaluation. In Ambient Intelligence-Software and Applications--7th International Symposium on Ambient Intelligence (ISAmI 2016). Springer, 177--187.

[32]

Hafedh Chourabi, Taewoo Nam, Shawn Walker, J Ramon Gil-Garcia, Sehl Mellouli, Karine Nahon, Theresa A Pardo, and Hans Jochen Scholl. 2012. Understanding smart cities: An integrative framework. In System Science (HICSS), 2012 45th Hawaii International Conference on. IEEE, 2289--2297.

Digital Library

[33]

Andy Hon Wai Chun. 2007. Using AI for e-Government Automatic Assessment of Immigration Application Forms. In AAAI. 1684--1691.

Digital Library

[34]

Amanda Coe, Gilles Paquet, and Jeffrey Roy. 2001. E-governance and smart communities: a social learning challenge. Social science computer review 19, 1 (2001), 80--93.

Digital Library

[35]

Diane J Cook, Michael Youngblood, Edwin O Heierman, Karthik Gopalratnam, Sira Rao, Andrey Litvin, and Farhan Khawaja. 2003. MavHome: An agent-based smart home. In Pervasive Computing and Communications, 2003.(PerCom 2003). Proceedings of the First IEEE International Conference on. IEEE, 521--524.

Digital Library

[36]

Ben Coppin. 2004. Artificial intelligence illuminated. Jones & Bartlett Learning.

Digital Library

[37]

Ulises Cortés, Miquel Sànchez-Marrè, Luigi Ceccaroni, Ignasi R-Roda, and Manel Poch. 2000. Artificial intelligence and environmental decision support systems. Applied intelligence 13, 1 (2000), 77--91.

Digital Library

[38]

E David Crawford, Joseph T Batuello, Peter Snow, Eduard J Gamito, David G McLeod, Alan W Partin, Nelson Stone, James Montie, Richard Stock, John Lynch, et al. 2000. The use of artificial intelligence technology to predict lymph node spread in men with clinically localized prostate carcinoma. Cancer 88, 9 (2000), 2105--2109.

[39]

Mohsen Darianian and Martin Peter Michael. 2008. Smart home mobile RFFD-based Internet-of-Things systems and services. In Advanced Computer Theory and Engineering, 2008. ICACTE'08. International Conference on. IEEE, 116--120.

Digital Library

[40]

Juan F De Paz, Javier Bajo, Sara Rodríguez, Gabriel Villarrubia, and Juan M Corchado. 2016. Intelligent system for lighting control in smart cities. Information Sciences 372 (2016), 241--255.

Digital Library

[41]

KEVIN C Desouza. 2001. Artificial intelligence for healthcare management. In Proceedings of the First International Conference on Management of Health care and Medical Technology.

[42]

Gabriel Martins Dias, Boris Bellalta, and Simon Oechsner. 2015. Predicting occupancy trends in Barcelona's bicycle service stations using open data. In SAI Intelligent Systems Conference (IntelliSys), 2015. IEEE, 439--445.

[43]

Susanne Dirks and Mary Keeling. 2009. A vision of smarter cities: How cities can lead the way into a prosperous and sustainable future. IBM Institute for business Value 8 (2009).

[44]

Mischa Dohler, Ignasi Vilajosana, Xavi Vilajosana, and Jordi Llosa. 2011. Smart cities: An action plan. In Proc. Barcelona Smart Cities Congress, Barcelona, Spain. 1--6.

[45]

Florentina-Loredana Dragomir. 2017. ARTIFICIAL INTELLIGENCE TECHNIQUES CYBERSECURITY. In International Scientific Conference" Strategies XXI", Vol. 3." Carol I" National Defence University, 147.

[46]

Sanjay Kumar Dwivedi and Ajay Kumar Bharti. 2010. E-GOVERNANCE IN INDIA-PROBLEMS AND ACCEPTABILITY. Journal of Theoretical & Applied Information Technology 17 (2010).

[47]

Keith Frankish and William M Ramsey. 2014. The Cambridge handbook of artificial intelligence. Cambridge University Press.

Digital Library

[48]

Jennifer Gabrys. 2014. Programming environments: environmentality and citizen sensing in the smart city. Environment and Planning D: Society and Space 32, 1 (2014), 30--48.

[49]

Jean-Gabriel Ganascia. 1993. L'intelligence artificielle. Flammarion.

[50]

Andrey Giyenko and Young Im Cho. 2016. Intelligent Unmanned Aerial Vehicle Platform for Smart Cities. In Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems, 2016 Joint 8th International Conference on. IEEE, 729--733.

[51]

Enzo Grossi. 2006. How artificial intelligence tools can be used to assess individual patient risk in cardiovascular disease: problems with the current methods. BMC cardiovascular Disorders 6, 1 (2006), 20.

[52]

Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami. 2013. Internet of Things (IoT): A vision, architectural elements, and future directions. Future generation computer systems 29, 7 (2013), 1645--1660.

Digital Library

[53]

Khushboo Gupta and Ralph P Hall. 2017. The Indian perspective of smart cities. In Smart City Symposium Prague (SCSP), 2017. IEEE, 1--6.

[54]

Colin Harrison and Ian Abbott Donnelly. 2011. A theory of smart cities. In Proceedings of the 55th Annual Meeting of the ISSS-2011, Hull, UK, Vol. 55.

[55]

Akhilesh Harsh and Nikhil Ichalkaranje. 2015. Transforming e-government to smart government: A South Australian perspective. In Intelligent Computing, Communication and Devices. Springer, 9--16.

[56]

Ibrahim Abaker Targio Hashem, Victor Chang, Nor Badrul Anuar, Kayode Adewole, Ibrar Yaqoob, Abdullah Gani, Ejaz Ahmed, and Haruna Chiroma. 2016. The role of big data in smart city. International Journal of Information Management 36, 5 (2016), 748--758.

Digital Library

[57]

Matthew Hause and James Hummell. 2016. Making Smart Cities Smarter-MBSE Driven IoT. In INCOSE International Symposium, Vol. 26. Wiley Online Library, 1675--1690.

[58]

Stephen Hawking, Stuart Russell, Max Tegmark, and Frank Wilczek. 2014. Stephen Hawking:\'Transcendence looks at the implications of artificial intelligence-but are we taking AI seriously enough?\'. The Independent 2014, 05-01 (2014), 9313474.

[59]

Bob Heller, Mike Proctor, Dean Mah, Lisa Jewell, and Bill Cheung. 2005. Freudbot: An investigation of chatbot technology in distance education. In EdMedia: World Conference on Educational Media and Technology. Association for the Advancement of Computing in Education (AACE), 3913--3918.

[60]

Jennifer Hill, W Randolph Ford, and Ingrid G Farreras. 2015. Real conversations with artificial intelligence: A comparison between human-human online conversations and human-chatbot conversations. Computers in Human Behavior 49 (2015), 245--250.

Digital Library

[61]

Robert G Hollands. 2008. Will the real smart city please stand up? Intelligent, progressive or entrepreneurial? City 12, 3 (2008), 303--320.

[62]

Terence KL Hui, R Simon Sherratt, and Daniel Díaz Sánchez. 2017. Major requirements for building Smart Homes in Smart Cities based on Internet of Things technologies. Future Generation Computer Systems 76 (2017), 358--369.

Digital Library

[63]

Elena Hunt and Anne-Marise Lavoie. 2011. Les methodes de recherche quantitatives et qualitatives peuvent-elles déjà coexister? Recherche en soins infirmiers 2 (2011), 25--30.

[64]

Toru Ishida. 2017. Digital city, smart city and beyond. In Proceedings of the 26th International Conference on World Wide Web Companion. International World Wide Web Conferences Steering Committee, 1151--1152.

Digital Library

[65]

SM Riazul Islam, Daehan Kwak, MD Humaun Kabir, Mahmud Hossain, and Kyung-Sup Kwak. 2015. The internet of things for health care: a comprehensive survey. IEEE Access 3 (2015), 678--708.

[66]

Manar Jaradat, Moath Jarrah, Abdelkader Bousselham, Yaser Jararweh, and Mahmoud Al-Ayyoub. 2015. The internet of energy: Smart sensor networks and big data management for smart grid. Procedia Computer Science 56 (2015), 592--597.

[67]

Li Jiang, Da-You Liu, and Bo Yang. 2004. Smart home research. In Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on, Vol. 2. IEEE, 659--663.

[68]

Jiong Jin, Jayavardhana Gubbi, Slaven Marusic, and Marimuthu Palaniswami. 2014. An information framework for creating a smart city through internet of things. IEEE Internet of Things Journal 1, 2 (2014), 112--121.

[69]

Robertas Jucevičius and L Liugailaitė-Radzvickienė. 2014. Framework For Development Of City's Intelligence. In The 8th International Scientific Conference "Business and Management 2014. 926--932.

[70]

Rida Khatoun and Sherali Zeadally. 2016. Smart cities: concepts, architectures, research opportunities. Commun. ACM 59, 8 (2016), 46--57.

Digital Library

[71]

Rob Kitchin. 2014. The real-time city? Big data and smart urbanism. GeoJournal 79, 1 (2014), 1--14.

[72]

Hian Chye Koh, Gerald Tan, et al. 2011. Data mining applications in healthcare. Journal of healthcare information management 19, 2 (2011), 65.

[73]

Treffyn Lynch Koreshoff, Toni Robertson, and Tuck Wah Leong. 2013. Internet of things: a review of literature and products. In Proceedings of the 25th Australian Computer-Human Interaction Conference: Augmentation, Application, Innovation, Collaboration. ACM, 335--344.

Digital Library

[74]

Ray Kurzweil. 2000. The age of spiritual machines: When computers exceed human intelligence. Penguin.

Digital Library

[75]

Susanne P Lajoie and Martial Vivet. 2002. Artificial Intelligence in Education. IOS Press.

[76]

Réjean Landry, Nizar Becheikh, and Nabil Amara. 2007. Innovation dans les services publics et parapublics à vocation sociale: Rapport de la revue systématique des écrits. Fonds québécois de la recherche sur la société et la culture.

[77]

BA Lauterbach and A Bonim. 2016. Artificial intelligence: A strategic business and governance imperative. NACD Directorship, September/October (2016), 54--57.

[78]

Jung Hoon Lee, Marguerite Gong Hancock, and Mei-Chih Hu. 2014. Towards an effective framework for building smart cities: Lessons from Seoul and San Francisco. Technological Forecasting and Social Change 89 (2014), 80--99.

[79]

Jean Lette, Bruce W Colletti, Michel Cerino, Daniel Mcnamara, Marie-Claire Eybalin, André Levasseur, and Stanley Natnel. 1994. Artificial intelligence versus logistic regression statistical modelling to predict cardiac complications after noncardiac surgery. Clinical cardiology 17, 11 (1994), 609--614.

[80]

Thomas Liebig, Nico Piatkowski, Christian Bockermann, and Katharina Morik. 2014. Predictive Trip Planning-Smart Routing in Smart Cities. In EDBT/ICDT Workshops. 331--338.

[81]

Patrizia Lombardi, Silvia Giordano, Hend Farouh, and Y Wael. 2011. An analytic network model for Smart cities. In Proceedings of the 11th International Symposium on the AHP, June. 15--18.

[82]

Jie Lu, Da Ruan, and Guangquan Zhang. 2007. E-Service Intelligence. Springer.

[83]

Andres Luque, Colin McFarlane, and Simon Marvin. 2014. Smart urbanism. After sustainable cities (2014), 74--89.

[84]

Somayya Madakam, R Ramaswamy, and Siddharth Tripathi. 2015. Internet of Things (IoT): A literature review. Journal of Computer and Communications 3, 05 (2015), 164.

[85]

RP Mahapatra, Naresh Sharma, Aakash Trivedi, and Chitransh Aman. 2012. Adding interactive interface to e-government systems using aiml based chatter-bots. In Software Engineering (CONSEG), 2012 CSI Sixth International Conference on. IEEE, 1--6.

[86]

Pavel Masek, Jan Masek, Petr Frantik, Radek Fujdiak, Aleksandr Ometov, Jiri Hosek, Sergey Andreev, Petr Mlynek, and Jiri Misurec. 2016. A harmonized perspective on transportation management in smart cities: the novel IoT-driven environment for road traffic modeling. Sensors 16, 11 (2016), 1872.

[87]

Shubham Mathur and Uma Shankar Modani. 2016. Smart City-a gateway for artificial intelligence in India. In Electrical, Electronics and Computer Science (SCEECS), 2016 IEEE Students' Conference on. IEEE, 1--3.

[88]

David McArthur, Matthew Lewis, and Miriam Bishary. 2005. The Roles of Artificial Intelligence in Education: Current Progress and Future Prospects. Journal of Educational Technology 1, 4 (2005), 42--80.

[89]

Yasir Mehmood, Farhan Ahmad, Ibrar Yaqoob, Asma Adnane, Muhammad Imran, and Sghaier Guizani. 2017. Internet-of-things-based smart cities: Recent advances and challenges. IEEE Communications Magazine 55, 9 (2017), 16--24.

Digital Library

[90]

Peter Mikulecky. 2012. Smart environments for smart learning. In DIVAI 2012.

[91]

Fumio Mizoguchi, Hiroyuki Nishiyama, Hayato Ohwada, and Hironori Hiraishi. 1999. Smart office robot collaboration based on multi-agent programming. Artificial Intelligence 114, 1--2 (1999), 57--94.

Digital Library

[92]

Tim Mulgan. 2015. Superintelligence: Paths, Dangers, Strategies.

[93]

Hideyuki Nakashima, Hamid Aghajan, and Juan Carlos Augusto. 2009. Handbook of ambient intelligence and smart environments. Springer Science & Business Media.

Digital Library

[94]

Paolo Neirotti, Alberto De Marco, Anna Corinna Cagliano, Giulio Mangano, and Francesco Scorrano. 2014. Current trends in Smart City initiatives: Some stylised facts. Cities 38 (2014), 25--36.

[95]

Julien Nigon, Estele Glize, David Dupas, Fabrice Crasnier, and Jérémy Boes. 2016. Use cases of pervasive artificial intelligence for smart cities challenges. In Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and BigData Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences. IEEE, 1021--1027.

[96]

Michele Nitti, Virginia Pilloni, Daniele Giusto, and Vlad Popescu. 2017. Iot architecture for a sustainable tourism application in a smart city environment. Mobile Information Systems 2017 (2017).

[97]

Michael O'grady and Gregory O'hare. 2012. How smart is your city? Science 335, 6076 (2012), 1581--1582.

[98]

Adegboyega Ojo, Edward Curry, and Tomasz Janowski. 2014. Designing next generation smart city initiatives-harnessing findings and lessons from a study of ten smart city programs. (2014).

[99]

Daniel E O'Leary, Daniel Kuokka, and Robert Plant. 1997. Artificial intelligence and virtual organizations. Commun. ACM 40, 1 (1997), 52--59.

Digital Library

[100]

Ronan Paddison. 2000. Handbook of urban studies. Sage.

[101]

Koralia Papadokostaki, George Mastorakis, Spyros Panagiotakis, Constandinos X Mavromoustakis, Ciprian Dobre, and Jordi Mongay Batalla. 2017. Handling big data in the era of internet of things (IoT). In Advances in Mobile Cloud Computing and Big Data in the 5G Era. Springer, 3--22.

[102]

Vimla L Patel, Edward H Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R Berthold, Riccardo Bellazzi, and Ameen Abu-Hanna. 2009. The coming of age of artificial intelligence in medicine. Artificial intelligence in medicine 46, 1 (2009), 5--17.

Digital Library

[103]

Pranav Patil. 2016. Artificial intelligence in cybersecurity. International Journal of Research in Computer Applications and Robotics 4, 5 (2016), 1--5.

[104]

Edoardo Patti and Andrea Acquaviva. 2016. IoT platform for Smart Cities: Requirements and implementation case studies. In Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI), 2016 IEEE 2nd International Forum on. IEEE, 1--6.

[105]

Gabriela Viale Pereira, Marie Anne Macadar, Edimara M Luciano, and Maurício Gregianin Testa. 2017. Delivering public value through open government data initiatives in a Smart City context. Information Systems Frontiers 19, 2 (2017), 213--229.

Digital Library

[106]

David Pérez, Mónica Villaverde, Félix Moreno, Noemí Nogar, Félix Ezcurra, and Ekaitz Aznar. 2014. Low-cost radar-based target identification prototype using an expert system. In Industrial Informatics (INDIN), 2014 12th IEEE International Conference on. IEEE, 54--59.

[107]

Riccardo Petrolo, Valeria Loscri, and Nathalie Mitton. 2014. Towards a smart city based on cloud of things. In Proceedings of the 2014 ACM international workshop on Wireless and mobile technologies for smart cities. ACM, 61--66.

Digital Library

[108]

David Poole, Alan Mackworth, and Randy Goebel. 1998. Computational intelligence: a logical approach. (1998).

Digital Library

[109]

Putjorn Pruet, Chee Siang Ang, Deravi Farzin, and Narong Chaiwut. 2015. Exploring the Internet of "Educational Things"(IoET) in rural underprivileged areas. In Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on. IEEE, 1--5.

[110]

Blerim Qela and Hussein T Mouftah. 2012. Observe, learn, and adapt (OLA)-An algorithm for energy management in smart homes using wireless sensors and artificial intelligence. IEEE Transactions on Smart Grid 3, 4 (2012), 2262--2272.

[111]

Gilles Raîche and Monique Noël-Gaudreault. 2008. Article de recherche theorique et article de recherche empirique: particularités. Revue des sciences de l'éducation 34, 2 (2008), 485--490.

[112]

Sarvapali D Ramchurn, Perukrishnen Vytelingum, Alex Rogers, and Nicholas R Jennings. 2012. Putting the 'smarts' into the smart grid: a grand challenge for artificial intelligence. Commun. ACM 55, 4 (2012), 86--97.

Digital Library

[113]

AN Ramesh, Chandra Kambhampati, John RT Monson, and PJ Drew. 2004. Artificial intelligence in medicine. Annals of The Royal College of Surgeons of England 86, 5 (2004), 334.

[114]

Alejandro R García Ramirez, Israel González-Carrasco, Gustavo Henrique Jasper, Amarilys Lima Lopez, Jose Luis Lopez-Cuadrado, and Angel García-Crespo. 2017. Towards Human Smart Cities: Internet of Things for sensory impaired individuals. Computing 99, 1 (2017), 107--126.

Digital Library

[115]

M Mazhar Rathore, Awais Ahmad, Anand Paul, and Seungmin Rho. 2016. Urban planning and building smart cities based on the internet of things using big data analytics. Computer Networks 101 (2016), 63--80.

Digital Library

[116]

Vincent Ricquebourg, David Menga, David Durand, Bruno Marhic, Laurent Delahoche, and Christophe Loge. 2006. The smart home concept: our immediate future. In E-Learning in Industrial Electronics, 2006 1ST IEEE International Conference on. IEEE, 23--28.

[117]

Rosslin John Robles and Tai-hoon Kim. 2010. Applications, Systems and Methods in Smart Home Technology: A. Int. Journal of Advanced Science And Technology 15 (2010).

[118]

Herbert S Rosenkranz, Clifford S Mitchell, and Gilles Klopman. 1985. Artificial intelligence and Bayesian decision theory in the prediction of chemical carcinogens. Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis 150, 1 (1985), 1--11.

[119]

Prabodh Sakhardande, Sumeet Hanagal, and Savita Kulkarni. 2016. Design of disaster management system using IoT based interconnected network with smart city monitoring. In Internet of Things and Applications (IOTA), International Conference on. IEEE, 185--190.

[120]

Imad Saleh. 2017. Les enjeux et les défis de l'Internet des Objets (IdO). Internet des objets 1 (2017).

[121]

Gaurav Sarin. 2016. Developing smart cities using Internet of Things: An empirical study. In Computing for Sustainable Global Development (INDIACom), 2016 3rd International Conference on. IEEE, 315--320.

[122]

Hans Schaffers, Nicos Komninos, Marc Pallot, Brigitte Trousse, Michael Nilsson, and Alvaro Oliveira. 2011. Smart cities and the future internet: Towards cooperation frameworks for open innovation. In The future internet assembly. Springer, 431--446.

Digital Library

[123]

Kuno Schedler, Ali A Guenduez, and Ruth Frischknecht. 2017. How smart can government be? Discussing the barriers of smart government adoption. (2017).

[124]

Coordinating Series, Juan Carlos Augusto, Emile Aarts, Hamid Aghajan, Michael Berger, Vic Callaghan, Diane Cook, Sajal Das, Anind Dey, Sylvain Giroux, et al. {n. d.}. Ambient Intelligence and Smart Environments. ({n. d.}).

[125]

Bayan Abu Shawar and Eric Atwell. 2007. Chatbots: are they really useful?. In Ldv forum, Vol. 22. 29--49.

[126]

Yuanchun Shi, Weikai Xie, Guangyou Xu, Runting Shi, Enyi Chen, Yanhua Mao, and Fang Liu. 2003. The smart classroom: merging technologies for seamless tele-education. IEEE Pervasive Computing 2, 2 (2003), 47--55.

Digital Library

[127]

Herbert A Simon. 1996. The sciences of the artificial. MIT press.

Digital Library

[128]

Knud Erik Skouby and Per Lynggaard. 2014. Smart home and smart city solutions enabled by 5G, IoT, AAI and CoT services. In Contemporary Computing and Informatics (IC3I), 2014 International Conference on. IEEE, 874--878.

[129]

Agusti Solanas, Constantinos Patsakis, Mauro Conti, Ioannis S Vlachos, Victoria Ramos, Francisco Falcone, Octavian Postolache, Pablo A Pérez-Martínez, Roberto Di Pietro, Despina N Perrea, et al. 2014. Smart health: a context-aware health paradigm within smart cities. IEEE Communications Magazine 52, 8 (2014), 74--81.

[130]

PM Speight, AE Elliott, JA Jullien, MC Downer, and JM Zakzrewska. 1995. The use of artificial intelligence to identify people at risk of oral cancer and precancer. British dental journal 179, 10 (1995), 382.

[131]

Shweta Srivastava, Aditya Bisht, and Neetu Narayan. 2017. Safety and security in smart cities using artificial intelligence---A review. In Cloud Computing, Data Science & Engineering-Confluence, 2017 7th International Conference on. IEEE, 130--133.

[132]

Luc Steels. 1993. The artificial life roots of artificial intelligence. Artificial life 1, 1_2 (1993), 75--110.

Digital Library

[133]

Kehua Su, Jie Li, and Hongbo Fu. 2011. Smart city and the applications. In Electronics, Communications and Control (ICECC), 2011 International Conference on. IEEE, 1028--1031.

[134]

Harald Sundmaeker, Patrick Guillemin, Peter Friess, and Sylvie Woelfflé. 2010. Vision and challenges for realising the Internet of Things. Cluster of European Research Projects on the Internet of Things, European Commision 3, 3 (2010), 34--36.

[135]

Saber Talari, Miadreza Shafie-khah, Pierluigi Siano, Vincenzo Loia, Aurelio Tommasetti, and JoÃo PS CatalÃo. 2017. A review of smart cities based on the internet of things concept. Energies 10, 4 (2017), 421.

[136]

CheeFai Tan, Wei Chen, Hao Liu, and Matthias Rauterberg. 2009. Adaptive framework and user preference modeling for economy class aircraft passenger seat. In Computer Modeling and Simulation, 2009. EMS'09. Third UKSim European Symposium on. IEEE, 66--69.

Digital Library

[137]

Bo Tang, Zhen Chen, Gerald Hefferman, Tao Wei, Haibo He, and Qing Yang. 2015. A hierarchical distributed fog computing architecture for big data analysis in smart cities. In Proceedings of the ASE BigData & SocialInformatics 2015. ACM, 28.

Digital Library

[138]

Nick Taylor Buck and Aidan While. 2017. Competitive urbanism and the limits to smart city innovation: The UK Future Cities initiative. Urban Studies 54, 2 (2017), 501--519.

[139]

Emmanouil Tranos and Drew Gertner. 2012. Smart networked cities? Innovation: The European Journal of Social Science Research 25, 2 (2012), 175--190.

[140]

Sergio Trilles, Óscar Belmonte, Sven Schade, and Joaquìn Huerta. 2017. A domain-independent methodology to analyze IoT data streams in real-time. A proof of concept implementation for anomaly detection from environmental data. International Journal of Digital Earth 10, 1 (2017), 103--120.

[141]

Georgios Tsaramirsis, Ioannis Karamitsos, and Charalampos Apostolopoulos. 2016. Smart parking: An IoT application for smart city. In Computing for Sustainable Global Development (INDIACom), 2016 3rd International Conference on. IEEE, 1412--1416.

[142]

Alan M Turing. 1948. Intelligent machinery, a heretical theory. The Turing test: Verbal behavior as the hallmark of intelligence 105 (1948).

[143]

Dieter Uckelmann, Mark Harrison, and Florian Michahelles. 2011. An architectural approach towards the future internet of things. In Architecting the internet of things. Springer, 1--24.

[144]

Athena Vakali, Leonidas Anthopoulos, and Srdjan Krco. 2014. Smart Cities Data Streams Integration: experimenting with Internet of Things and social data flows. In Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14). ACM, 60.

Digital Library

[145]

Afra Maria Cunegondis Van Rijn. 1993. Natural language communication between man and machine. (1993).

[146]

Edwin Vattapparamban, İsmail Güvenç, Ali İ Yurekli, Kemal Akkaya, and Selçuk Uluağaç. 2016. Drones for smart cities: Issues in cybersecurity, privacy, and public safety. In Wireless Communications and Mobile computing Conference (IWCMC), 2016 International. IEEE, 216--221.

[147]

Jenni Viitanen and Richard Kingston. 2014. Smart cities and green growth: outsourcing democratic and environmental resilience to the global technology sector. Environment and Planning A 46, 4 (2014), 803--819.

[148]

Jane Webster and Richard T Watson. 2002. Analyzing the past to prepare for the future: Writing a literature review. MIS quarterly (2002), xiii--xxiii.

Digital Library

[149]

P Winston. 1992. Learning by building identification trees. Artificial intelligence (1992), 423--442.

[150]

Weikai Xie, Yuanchun Shi, Guanyou Xu, and Dong Xie. 2001. Smart classroom-an intelligent environment for tele-education. In Pacific-Rim Conference on Multimedia. Springer, 662--668.

Digital Library

[151]

Eliezer Yudkowsky. 2008. Artificial intelligence as a positive and negative factor in global risk. Global catastrophic risks 1, 303 (2008), 184.

[152]

Andrea Zanella, Nicola Bui, Angelo Castellani, Lorenzo Vangelista, and Michele Zorzi. 2014. Internet of things for smart cities. IEEE Internet of Things journal 1, 1 (2014), 22--32.

[153]

Yaping Zang, Fengjiao Zhang, Chong-an Di, and Daoben Zhu. 2015. Advances of flexible pressure sensors toward artificial intelligence and health care applications. Materials Horizons 2, 2 (2015), 140--156.

[154]

Nana Zhu and Hongyan Zhao. 2017. IoT applications in the ecological industry chain from information security and smart city perspectives. Computers & Electrical Engineering (2017).

[155]

Leyla Zhuhadar, Evelyn Thrasher, Scarlett Marklin, and Patricia Ordónez de Pablos. 2017. The next wave of innovation---Review of smart cities intelligent operation systems. Computers in Human Behavior 66 (2017), 273--281.

Digital Library

Cited By

Das D(2024)Exploring the Symbiotic Relationship between Digital Transformation, Infrastructure, Service Delivery, and Governance for Smart Sustainable CitiesSmart Cities10.3390/smartcities70200347:2(806-835)Online publication date: 25-Mar-2024
https://doi.org/10.3390/smartcities7020034
Ospina Becerra VDel Toro Osorio F(2024)Territorios basados en datosRevista Sistemas10.29236/sistemas.n170a2(12-20)Online publication date: 29-Mar-2024
https://doi.org/10.29236/sistemas.n170a2
Millán-Gómez MMujica-Sequera R(2023)Contraste de Políticas Públicas en el Contexto TecnoeducativoRevista Docentes 2.010.37843/rted.v16i2.37616:2(50-60)Online publication date: 29-Nov-2023
https://doi.org/10.37843/rted.v16i2.376
Show More Cited By

Index Terms

Smart cities in the era of artificial intelligence and internet of things: literature review from 1990 to 2017
1. Computing methodologies
  1. Artificial intelligence

Recommendations

Artificial intelligence in Internet of things

Functioning of the Internet is persistently transforming from the Internet of computers (IoC) to the ‘Internet of things (IoT)’. Furthermore, massively interconnected systems, also known as cyber‐physical systems (CPSs), are emerging from the assimilation ...
Research needs for disruptive technologies in smart cities
ICEGOV '20: Proceedings of the 13th International Conference on Theory and Practice of Electronic Governance

Internet of things (IoT) is one of the current disruptive technologies that is considered one of the most promising and widely discussed topics in connection with Smart City implementations. However, the IoT revolution comes along with other so-called ...
Smart Cities: an IoT-centric Approach
IWWISS '14: Proceedings of the 2014 International Workshop on Web Intelligence and Smart Sensing

A number of recent Smart City testbeds and deployments have focused on the use of the Internet of Things (IoT) paradigm and technologies for improving the efficiency of city infrastructures. Building on this work, we have explored the use of IoT hubs as ...

Comments

Information & Contributors

Information

Published In

cover image ACM Other conferences

dg.o '18: Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age

May 2018

889 pages

ISBN:9781450365260

DOI:10.1145/3209281

Conference Chairs:
Marijn Janssen
Delft University of Technology, Netherlands
,
Soon Ae Chun
City University of New York (CUNY), USA
,
Vishanth Weerakkody
Bradford University, UK
,
Editors:
Anneke Zuiderwijk
Delft University of Technology, Netherlands
,
Charles C. Hinnant
Florida State University, USA

Copyright © 2018 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 30 May 2018

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Author Tags

Qualifiers

Research-article

Conference

dg.o '18

dg.o '18: 19th Annual International Conference on Digital Government Research

May 30 - June 1, 2018

Delft, The Netherlands

Acceptance Rates

Overall Acceptance Rate 150 of 271 submissions, 55%

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

22
Total Citations
View Citations
1,005
Total Downloads

Downloads (Last 12 months)85
Downloads (Last 6 weeks)5

Reflects downloads up to 11 Aug 2024

Other Metrics

View Author Metrics

Citations

Cited By

Das D(2024)Exploring the Symbiotic Relationship between Digital Transformation, Infrastructure, Service Delivery, and Governance for Smart Sustainable CitiesSmart Cities10.3390/smartcities70200347:2(806-835)Online publication date: 25-Mar-2024
https://doi.org/10.3390/smartcities7020034
Ospina Becerra VDel Toro Osorio F(2024)Territorios basados en datosRevista Sistemas10.29236/sistemas.n170a2(12-20)Online publication date: 29-Mar-2024
https://doi.org/10.29236/sistemas.n170a2
Millán-Gómez MMujica-Sequera R(2023)Contraste de Políticas Públicas en el Contexto TecnoeducativoRevista Docentes 2.010.37843/rted.v16i2.37616:2(50-60)Online publication date: 29-Nov-2023
https://doi.org/10.37843/rted.v16i2.376
Alharbi FZakariah MAlshahrani RAlbakri AViriyasitavat WAlghamdi A(2023)Intelligent Transportation Using Wireless Sensor Networks Blockchain and License Plate RecognitionSensors10.3390/s2305267023:5(2670)Online publication date: 28-Feb-2023
https://doi.org/10.3390/s23052670
Malik AParihar VBhawna Bhushan BKarim L(2023)Empowering Artificial Intelligence of Things (AIoT) Toward Smart Healthcare SystemsAI Models for Blockchain-Based Intelligent Networks in IoT Systems10.1007/978-3-031-31952-5_6(121-140)Online publication date: 9-Jun-2023
https://doi.org/10.1007/978-3-031-31952-5_6
Yuvaraj NPraghash KLogeshwaran JPeter GStonier A(2023)An Artificial Intelligence Based Sustainable Approaches—IoT Systems for Smart CitiesAI Models for Blockchain-Based Intelligent Networks in IoT Systems10.1007/978-3-031-31952-5_5(105-120)Online publication date: 9-Jun-2023
https://doi.org/10.1007/978-3-031-31952-5_5
Purba FArman A(2022)A Systematic Literature Review of Smart Governance2022 International Conference on Information Technology Systems and Innovation (ICITSI)10.1109/ICITSI56531.2022.9970796(70-75)Online publication date: 8-Nov-2022
https://doi.org/10.1109/ICITSI56531.2022.9970796
Zakharova EMinashina IPashchenko F(2022)Smart Transport as an Enhancement of the Urban InfrastructureTechnologies for Smart Cities10.1007/978-3-031-05516-4_7(103-127)Online publication date: 19-Aug-2022
https://doi.org/10.1007/978-3-031-05516-4_7
Lukas Lvan der Poll J(2022)A Conceptual Framework for Business Model Innovation of South African Smart AerotropoliAdvances in Information and Communication10.1007/978-3-030-98015-3_3(33-52)Online publication date: 12-Mar-2022
https://doi.org/10.1007/978-3-030-98015-3_3
Kiouvrekis YPanagiotakopoulos TOuranos IFilippopoulos I(2022)Artificial Intelligence, Big Data Analytics, and Smart CitiesBuilding on Smart Cities Skills and Competences10.1007/978-3-030-97818-1_19(315-326)Online publication date: 7-Jul-2022
https://doi.org/10.1007/978-3-030-97818-1_19
Show More Cited By

View Options

Get Access

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Media

Figures

Other

Tables

View Table of Contents