On big data, artificial intelligence and smart cities
Tóm tắt
Từ khóa
Tài liệu tham khảo
Abaker, 2016, The role of big data in smart city, International Journal of Information Management, 36, 748, 10.1016/j.ijinfomgt.2016.05.002
Aguilera, 2017, Citizen-centric data services for smarter cities, Future Generation Computer Systems, 76, 234, 10.1016/j.future.2016.10.031
Ahmad, 2015, Enterprise systems: Are we ready for future sustainable cities, Supply Chain Management, 20, 264, 10.1108/SCM-11-2014-0370
Ahmad, 2016, Enterprise systems and performance of future city logistics, Production Planning and Control, 27, 500, 10.1080/09537287.2016.1147098
Alam, 2014, A review of the role of big data in business, International Journal of Computer Science and Mobile Computing, 3, 446
Alam, 2016, Analysis of eight data mining algorithms for smarter internet of things (IoT), Procedia Computer Science, 98, 437, 10.1016/j.procs.2016.09.068
Alam, 2017, 1
Alam, 2018, D2tfrs: An object recognition method for autonomous vehicles based on rgb and spatial values of pixels, 155
Alamoudi, 2018, DNA profiling methods and tools: A review, 216
Alazawi, 2011, Intelligent disaster management system based on cloud-enabled vehicular networks, 361
Al-Dhubhani, 2018, Location privacy in smart cities era, 123
Aljicevic, 2016, 0743
Alkım, 2012, A fast and adaptive automated disease diagnosis method with an innovative neural network model, Neural Networks, 33, 88, 10.1016/j.neunet.2012.04.010
Al-Kodmany, 2018, The sustainability of tall building developments: A conceptual framework, Buildings, 8, 2, 10.3390/buildings8010007
Allam, 2012, Sustainable architecture: Utopia or feasible reality?, Journal of Biourbanism, 2, 47
Allam, 2014, Exploring the urban heat island (UHI) effect in Port Louis, Mauritius, University of Mauritius Research Journal, 20, 138
Allam, 2017, Building a conceptual framework for smarting an existing city in Mauritius: The case of Port Louis, Journal of Biourbanism, 4, 103
Allam, 2017, A theoretical application of the extended metabolism model in port louis in a bid to promote urban sustainability, 232
Allam, 2018, Contextualising the smart city for sustainability and inclusivity, New Design Ideas, 2, 124
Allam, 2018
Allam, 2018, The zero-waste city: Case study of Port Louis, Mauritius, International Journal of Sustainable Building Technology and Urban Development, 9, 110
Allam, 2018, Towards a circular economy: A case study of waste conversion into housing units in Cotonou, Benin, Urban Science, 2, 118, 10.3390/urbansci2040118
Allam, 2018, Promoting resilience, liveability and sustainability through landscape architectural design: A conceptual framework for Port Louis, Mauritius; a small island developing state, 1599
Allam, 2018, Redefining the smart city: Culture, metabolism & governance, Smart Cities, 1, 4, 10.3390/smartcities1010002
Allam, 2018, Economically incentivising smart urban regeneration. Case study of Port Louis, Mauritius, Smart Cities, 1, 53, 10.3390/smartcities1010004
Allam, 2018, Towards smart urban regeneration: Findings of an urban footprint survey in Port Louis, Mauritius, Smart Cities, 1, 121, 10.3390/smartcities1010007
Allam, 2018, Towards smart urban regeneration: Findings of an urban footprint survey in Port Louis, Mauritius, Smart Cities, 1
Alotaibi, 2018, Big data enabled healthcare supply chain management: Opportunities and challenges, 207
Al-Saqaf, 2017, Blockchain technology for social impact: Opportunities and challenges ahead, Journal of Cyber Policy, 10.1080/23738871.2017.1400084
Alsulami, 2018
Alvalez, 2017, The relevance of informational infrastructures in future cities
Alyahya, 2018, 306
Amato, 2013, Artificial neural networks in medical diagnosis, Journal of Applied Biomedicine, 11, 47, 10.2478/v10136-012-0031-x
Andersson, 2012, Multiprofessional cooperation and accountability pressures: Consequences of a post-new public management concept in a new public management context, Public Management Review, 14, 835, 10.1080/14719037.2011.650053
Aqib, 2018, 139
Arfat, 2017, Enabling smarter societies through mobile big data fogs and clouds, Procedia Computer Science, 109, 1128, 10.1016/j.procs.2017.05.439
Arfat, 2018, Parallel shortest path graph computations of united states road network data on apache spark, 323
Bahrammirzaee, 2010, A comparative survey of artificial intelligence applications in finance: Artificial neural networks, expert system and hybrid intelligent systems, Neural Computing and Applications, 19, 1165, 10.1007/s00521-010-0362-z
Baker, 2000, The roles of models in artificial intelligence and education research: A prospective view, Journal of Artificial Intelligence in Education, 11, 122
Balakrishna, 2012, Enabling technologies for smart city services and applications
Bari, 2017
Barkham, 2018
Barns, 2016, Mine your data: Open data, digital strategies and entreprenueurial governance by code, Urban Geography, 37, 554, 10.1080/02723638.2016.1139876
Barns, 2016, Digital infrastructures and urban governance, Urban Policy and Research, 20
Beatley, 2011
Bernabé, 2015, Radiative and heat storage properties of the urban fabric derived from analysis of surface forms, Urban Climate, 12, 205, 10.1016/j.uclim.2015.04.001
Bhadani, 2016, Big data: Challenges, opportunities and realities, 1
Bibri, 2018, A foundational framework for smart sustainable city development: Theoritical, disciplinary, and discursive dimensions and their synergies, Sustainable Cities and Society, 38, 230, 10.1016/j.scs.2017.12.034
Bibri, 2018, The IoT for smart sustainable cities of the future: An analytical framework for sensor-based big data applications for environmental sustainability, Sustainable Cities and Society, 38, 230, 10.1016/j.scs.2017.12.034
Bini, 2018, Artificial intelligence, machine learning, deep learning, and cognitive computing: What do these terms mean and how will they impact health care?, The Journal of Arthroplasty, 33, 2358, 10.1016/j.arth.2018.02.067
Blanco, 2018
Boenig-Liptsin, 2017, AI and robotics for the city: Imagining and transforming social infrastructure in san francisco, yokohama, and lviv, The Journal of Field Actions, 16
Bonnefon, 2016, The social dilemma of autonomous vehicles, Science, 352, 1573, 10.1126/science.aaf2654
Borah, 2013, Optimization in site selection of wind turbine for energy using fuzzy logic system and gis¡ªa case study for gujarat, Open Journal of Optimization, 02, 7, 10.4236/ojop.2013.24015
Braun, 2018, Security and privacy challenges in smart cities, Sustainable Cities and Society, 39, 499, 10.1016/j.scs.2018.02.039
Burton, 2013
Büscher, 2009, Intelligent mobility systems: Some socio-technical challenges and opportunities, 140
Capone, 2016, Health data entanglement and artificial intelligence-based analysis: A brand new technology to improve the effectiveness of healthcare services, La Clinica Terapeutica, 167, 101
Chassignol, 2018, Artificial intelligence trends in education: A narrative overview, Procedia Computer Science, 136, 16, 10.1016/j.procs.2018.08.233
Chen, 2012, Business intelligence and analytics: From big data to big impact, MIS Quarterly, 36, 1165, 10.2307/41703503
Cheng, 2018, Data analytics of urban fabric metrics for smart cities, Future Generation Computer Systems, 4, 373
Chourabi, 2012, Understanding smart cities: An integrative framework, 2289
Christidis, 2016, Blockchains and smart contracts for the internet of things, IEEE Access, 4, 2292, 10.1109/ACCESS.2016.2566339
Coaffe, 2015, Constructing resilience through security and surveillance: The politics, practices and tensions of security-driven resilience, Security Dialogue, 46, 86, 10.1177/0967010614557884
Coiera, 1993, Editorial: Intelligent monitoring and control of dynamic physiological systems, Artificial Intelligence in Medicine, 5, 1, 10.1016/0933-3657(93)90002-K
Conke, 2015, Urban metabolism: Measuring the city's contribution to sustainable development, Environmental Pollution, 202, 146, 10.1016/j.envpol.2015.03.027
Cook, 2009, Ambient intelligence: Technologies, applications, and opportunities, Pervasive and Mobile Computing, 5, 277, 10.1016/j.pmcj.2009.04.001
Coronel, 2013
Cutter, 2018, Flash flood risk and the paradox of urban development, Natural Hazards Review, 19, 05017005, 10.1061/(ASCE)NH.1527-6996.0000268
Dameri, 2012, Searching for smart city definition: A comprehensive proposal, International Journal of Computers and Technology, 11, 2544, 10.24297/ijct.v11i5.1142
Davenport, 2018, Artificial intelligence for the real world
Davey, 2015, The internet of things and beyond: Rise of the non-human actors, International Journal of Actor-Network Theory and Technological Innovation (IJANTTI), 7, 56, 10.4018/IJANTTI.2015100105
van de Gevel, 2013
Dempsey, 2009, The social dimension of sustainable development: Defining urban social sustainability, Sustainable Development, 19, 289, 10.1002/sd.417
Dengel, 2013, Special issue on artificial intelligence in agriculture, Künstliche Intelligenz, 27, 309, 10.1007/s13218-013-0275-y
Diggelmann, 2014, How the right to privacy became a human right, Human Rights Law Review, 14, 411, 10.1093/hrlr/ngu014
Doherty, 2016, Climate change in the urban environment: Advancing, measuring and achieving resilience, Environmental Science & Policy, 66, 10.1016/j.envsci.2016.09.001
Dunleavy, 2005, New public management is dead-long live digital-era governance, Journal of Public Administration Research and Theory, 16, 467, 10.1093/jopart/mui057
Ekman, 2005, Basic emotions
Emilsson, 2017
Evans, 2011, How the next evolution of the internet is changing everything
Fethi, 2010, Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey, European Journal of Operational Research, 204, 189, 10.1016/j.ejor.2009.08.003
Fryback, 1986, A program for training and feedback about probability estimation for physicians, Computer Methods and Programs in Biomedicine, 22, 27, 10.1016/0169-2607(86)90090-8
Gaigné, 2012, Are compact cities environmentally friendly?, Journal of Urban Economics, 72, 123, 10.1016/j.jue.2012.04.001
George, 2015, The management of natural resources: An overview and research agenda, Academy of Management Journal, 58, 1595, 10.5465/amj.2015.4006
Gil, 2016, Internet of things: A review of surveys based on context aware intelligent services, Sensors, 16, 1069, 10.3390/s16071069
Google Books Ngram Viewer. Google books ngram viewer - Artificial intelligence. https://books.google.com/ngrams/graph?content=artificial+intelligence&year_start=1900&year_end=2008&corpus=15&smoothing=3&share=&direct_url=t1%3B%2Cartificial%20intelligence%3B%2Cc0 (27th October 2018).
Google Trends. Popularity of big data. https://trends.google.com/trends/explore?date=all&q=big%20data (24th October 2018).
Gu, 2014, Optical storage arrays: A perspective for future big data storage, Light: Science & Applications, 3, 10.1038/lsa.2014.58
Guo, 2018, Artificial intelligence-based semantic internet of things in a user-centric smart city, Sensors, 18, 1341, 10.3390/s18051341
Hales, 2007, Implications of global climate change for housing, human settlements and public health, Reviews on Environmental Health, 22, 295, 10.1515/REVEH.2007.22.4.295
Hammi, 2018, Bubbles of trust: A decentralized blockchain-based authentication system for iot, Computers & Security, 78, 126, 10.1016/j.cose.2018.06.004
Hanson, 2001, Artificial intelligence applications in the intensive care unit, Critical Care Medicine, 29, 427, 10.1097/00003246-200102000-00038
He, 2018, Qoe-driven big data architecture for smart city, IEEE Communication Management, 56, 88, 10.1109/MCOM.2018.1700231
Hildebrandt, 2008
Holt, 2006, Medical applications in case-based reasoning, The Knowledge Engineering Review, 20, 289, 10.1017/S0269888906000622
Horvitz, 1988, Decision theory in expert systems and artificial intelligence, International Journal of Approximate Reasoning, 2, 247, 10.1016/0888-613X(88)90120-X
Hoske, 2013, Hot technology jobs: Computers, telecommunications, biotechnology, artificial intelligence, robotics, Control Engineering, 60
Hough, 2009, Keeping it to ourselves: Technology, privacy, and the loss of reserve, Technology in Society, 31, 406, 10.1016/j.techsoc.2009.10.005
House of Lords, 2009, Surveillance: Citizens and the state, Vol. 2
Hughes, 2015, Building capacity for climate change adaptation in urban areas, Urban Climate, 13, 1, 10.1016/j.uclim.2015.07.002
Jia, 2017, Understanding big data analytics workloads on modern processors, IEEE Transactions on Parallel and Distributed Systems, 28, 1791, 10.1109/TPDS.2016.2625244
Kaplan, 2017, 60, 36
Karabulut, 2017, Optimal sensor deployment to increase the security of the maximal breach path in border surveillance, European Journal of Operational Research, 259, 19, 10.1016/j.ejor.2016.09.016
Kernaghan, 2000, The post-bureaucratic organizational and public service values, International Review of Administrative Sciences, 66, 91, 10.1177/0020852300661008
Khanum, 2018, Towards a semantically enriched computational intelligence (seci) framework for smart farming, 247
Kitchin, 2016, What makes big data, big data? Exploring the ontological characteristics of 26 datasets, Big Data & Society, 3, 1, 10.1177/2053951716631130
Klimova, 2018, Existing teaching practices in augmented reality, Procedia Computer Science, 136, 5, 10.1016/j.procs.2018.08.232
Koenig, 2017, Interactive urban synthesis: Computational methods for fast prototyping of urban design proposals, CAAD Futures, 724, 23
Lakshmanan, 2012, Vol. 05, 982
Levy, 1999, Urban morphology and the problem of the moder urban fabric: Some questions for research, Urban Morphology, 3, 79, 10.51347/jum.v3i2.3885
Li, 2016, Assessment of urban fabric for smart cities, IEEE Access, 4, 373, 10.1109/ACCESS.2016.2517072
Lim, 2018, Smart cities with big data: Reference models, challenges, and considerations, Cities, 82, 86, 10.1016/j.cities.2018.04.011
Lynn, 2000, Globalization and administrative reform: What is happening in theory
Maria-Lluïsa, 2018, Future living framework: Is blockchain the next enabling network?, Technological Forecasting and Social Change, 128, 226, 10.1016/j.techfore.2017.12.005
Mayer-Schonberger, 2013
McArthur, 2005, The roles of artificial intelligence in education: Current progress and future prospects, Journal of Educational Technology, 1, 42
McDonald, 2017
Mehmood, 2015, Big data logistics: A health-care transport capacity sharing model, Procedia Computer Science, 64, 1107, 10.1016/j.procs.2015.08.566
Mehmood, 2017, Exploring the influence of big data on city transport operations: A Markovian approach, International Journal of Operations & Production Management, 37, 75, 10.1108/IJOPM-03-2015-0179
Melville, 2010, Information systems innovation for environmental sustainability, MIS Quarterly, 34, 1, 10.2307/20721412
Mik, 2017
Miller, 1986, The evaluation of artificial intelligence systems in medicine, Computer Methods and Programs in Biomedicine, 22, 3, 10.1016/0169-2607(86)90087-8
Miller, 2013, From data to decisions: A value chain for big data, IT Professional, 15, 57
Montjoye, 2017, Solving artificial intelligence's privacy problem, The Journal Field Actions, 80
Moore, 2010
Mosannenzadeh, 2014, Defining smart city. A conceptual framework based on keyword analysis, TEMA Journal of Land Use, Mobility and Environment, 683
Muhammed, 2018, Ubehealth: A personalized ubiquitous cloud and edge-enabled networked healthcare system for smart cities, IEEE Access, 6, 32258, 10.1109/ACCESS.2018.2846609
Muhammed, 2018, Enabling reliable and resilient iot based smart city applications, 169
Mulgan, 2018, Artificial intelligence and collective intelligence: The emergence of a new field, AI & SOCIETY, 33, 631, 10.1007/s00146-018-0861-5
Muzammal, 2019, Renovating blockchain with distributed databases: An open source system, Future Generation Computer Systems, 90, 105, 10.1016/j.future.2018.07.042
Nam, 2011, Conceptualizing smart city with dimensions of technology, people, and institutions, 282
Neirotti, 2014, Trends in smart city initiatives: Some stylised facts, Cities, 38, 25, 10.1016/j.cities.2013.12.010
Neirotti, 2014, Current trends in smart city initiatives: Some stylised facts, Cities, 38, 25, 10.1016/j.cities.2013.12.010
Obinikpo, 2017, Big sensed data meets deep learning for smarter health care in smart cities, Journal of Sensor and Actuator Networks, 6, 1, 10.3390/jsan6040026
OECD, 2014, Cities and climate change: National governments enabling local action, 1
Ølnesa, 2017, Blockchain in government: Benefits and implications of distributed ledger technology for information sharing, Government Information Quarterly, 34, 355, 10.1016/j.giq.2017.09.007
Parkes, 2015, Economic reasoning and artificial intelligence, Science, 349, 267, 10.1126/science.aaa8403
Patel, 2009, The coming of age of artificial intelligence in medicine, Artificial Intelligence in Medicine, 46, 5, 10.1016/j.artmed.2008.07.017
Patil, 1996, Application of an artificial intelligence program to therapy of high-risk surgical patients, New Horizons, 4, 541
Pavaloiu, 2017, Ethical artificial intelligence - An open question, Journal of Multidisciplinary Developments, 2, 15
Petrolo, 2015, Towards a smart city based on cloud of things, a survey on the smart city vision and paradigms, Transactions on Emerging Telecommunications Technologies, 28
Pham, 2017, Predicting healthcare trajectories from medical records: A deep learning approach, Journal of Biomedical Informatics, 69, 218, 10.1016/j.jbi.2017.04.001
Pomeroy, 2015, All your air right are belong to us, Northwestern Journal of Technology and Intellectual Property, 13, 277
Power, 2016, “Big brother” can watch us, Journal of Decision Systems, 25, 578, 10.1080/12460125.2016.1187420
PwC, 2016, Blockchain - an opportunity for energy producers and consumers
PWC, 2018, Blockchain: The next innovation to make our cities smarter
Ramesh, 2004, Artificial intelligence in medicine, Annals of the Royal College of Surgeons of England, 86, 334, 10.1308/147870804290
Reggia, 1986, Modelling reading aloud and its relevance to acquired dyslexia, Computer Methods and Programs in Biomedicine, 22, 13, 10.1016/0169-2607(86)90088-X
Reyna, 2018, On blockchain and its integration with IoT. Challenges and opportunities, Future Generation Computer Systems, 88, 173, 10.1016/j.future.2018.05.046
Rinaldi, 2001, Identifying, understanding, and analyzing critical infrastructure interdependencies, IEEE Control Systems, 21, 11, 10.1109/37.969131
Rolf, 2018
Salchenberger, 1992, Neural networks: A new tool for predicting thrift failures*, Decision Sciences, 23, 899, 10.1111/j.1540-5915.1992.tb00425.x
Santana-Mancilla, 2013, Towards smart education: Ambient intelligence in the Mexican classrooms, Procedia - Social and Behavioral Sciences, 106, 3141, 10.1016/j.sbspro.2013.12.363
Santanen, 2019, The value of protecting privacy, Business Horizons, 62, 5, 10.1016/j.bushor.2018.04.004
Saravanan, 2018
Savelyev, 2017
Schlingensiepen, 2016, Autonomic transport management systems—enabler for smart cities, personalized medicine, participation and industry grid/industry 4.0, 3
Schneeweiss, 2018, Automated data-adaptive analytics for electronic healthcare data to study causal treatment effects, Clinical Epidemiology, 10, 771, 10.2147/CLEP.S166545
Shaykhislamov, 2018, An approach for dynamic detection of inefficient supercomputer applications, Procedia Computer Science, 136, 35, 10.1016/j.procs.2018.08.235
Siew, 2017, Culture as a driver for sustainable urban development
Silva, 2018, Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities, Sustainable Cities and Society, 38, 697, 10.1016/j.scs.2018.01.053
Souza, 2016, Using big data and real-time analytics to support smart city initiatives, IFAC-PapersOnline, 49, 257, 10.1016/j.ifacol.2016.11.121
Suganthi, 2015, Applications of fuzzy logic in renewable energy systems – A review, Renewable and Sustainable Energy Reviews, 48, 585, 10.1016/j.rser.2015.04.037
Suma, 2017, Enabling next generation logistics and planning for smarter societies, Procedia Computer Science, 109, 1122, 10.1016/j.procs.2017.05.440
Suma, 2018, Automatic event detection in smart cities using big data analytics, 111
Swan, 2015
Sweeney, 2002, A model for protecting privacy, International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, 10, 557, 10.1142/S0218488502001648
Tapscott, 2015
Tawalbeh, 2016, A mobile cloud computing model using the cloudlet scheme for big data applications, 73
Tawalbeh, 2016, Greener and smarter phones for future cities: Characterizing the impact of GPS signal strength on power consumption, IEEE Access, 4, 858, 10.1109/ACCESS.2016.2532745
Tecuci, 2012, Artificial intelligence, Wiley Interdisciplinary Reviews: Computational Statistics, 4, 168, 10.1002/wics.200
Tole, 2013, Big data challenges, Database Systems Journal, 4, 31
Ubaldi, 2013
UN Habitat, 2015
Usman, 2018, Big data and hpc convergence: The cutting edge and outlook, 11
Voto, 2017, Blockchains and the civic nervous systems, 60
Wahl, 2018, Artificial intelligence (AI) and global health: How can AI contribute to health in resource-poor settings, BMJ Global Health, 3, 10.1136/bmjgh-2018-000798
Wallach, 2014
Wang, 2012, In cloud, can scientific communities benefit from the economies of scale?, IEEE Transactions on Parallel and Distributed Systems, 23, 296, 10.1109/TPDS.2011.144
Washburn, 2009, Helping cios understand “smart city” initiatives, Growth, 17, 1
Wilson, 2017, The jobs that artificial intelligence will create, MIT Sloan Management Review, 58, 14
Zanella, 2014, Internet of things for smart cities, IEEE Internet of Things Journal, 1, 22, 10.1109/JIOT.2014.2306328
Zhou, 2009, Multi-objective optimization of material selection for sustainable products: Artificial neural networks and genetic algorithm approach, Materials & Design, 30, 1209, 10.1016/j.matdes.2008.06.006
Zimet, 2001, Influences of marital conflict on child adjustment: Review of theory and research, Clinical Child and Family Psychology Review, 4, 319, 10.1023/A:1013595304718
Zoonen, 2016, Privacy concerns in smart cities, Government Information Quarterly, 33, 472, 10.1016/j.giq.2016.06.004
Zyskind, 2015, Decentralizing privacy: Using blockchain to protect personal data, 180