Smart Cities Data: Framework, Applications, and Challenges

[1]  Ronald Rousseau,et al.  Social network analysis: a powerful strategy, also for the information sciences , 2002, J. Inf. Sci..

[2]  Scott Russell,et al.  The EU General Data Protection Regulation (GDPR) , 2018 .

[3]  Sotirios Paroutis,et al.  Understanding Smart Cities: Innovation ecosystems, technological advancements, and societal challenges , 2019, Technological Forecasting and Social Change.

[4]  Hejun Wu,et al.  System design issues in sensor databases , 2007, SIGMOD '07.

[5]  Waqar Aslam,et al.  Effectiveness of Social Media Data in Healthcare Communication , 2017 .

[6]  María Bermúdez-Edo,et al.  Challenges for Quality of Data in Smart Cities , 2015, ACM J. Data Inf. Qual..

[7]  Carolina Paciencia Salas McCluskey,et al.  A linked forest manipulation system semantics rules for an attributed translation grammar for PL/0 , 1988 .

[8]  Yuan Yao,et al.  Big data in smart cities , 2015, Science China Information Sciences.

[9]  Lo'ai Tawalbeh,et al.  Cyber Security Attacks on Smart Cities and Associated Mobile Technologies , 2017, ANT/SEIT.

[10]  S. Hawken,et al.  TOWARDS THE RIGHT MODEL OF SMART CITY GOVERNANCE IN INDIA , 2018 .

[11]  Bo Gao,et al.  A multi-projection deep computation model for smart data in Internet of Things , 2019, Future Gener. Comput. Syst..

[12]  Huan Liu,et al.  mTrust: discerning multi-faceted trust in a connected world , 2012, WSDM '12.

[13]  Jillian Anable,et al.  The governance of smart mobility , 2017, Transportation Research Part A: Policy and Practice.

[14]  Tello Clavijo,et al.  Propuesta para la estructuración de ecosistemas regionales de innovación a partir del rol de Instituciones educativas con base en el enfoque de gestión por competencias , 2020 .

[15]  Kaiqi Huang,et al.  ISEE Smart Home (ISH): Smart video analysis for home security , 2015, Neurocomputing.

[16]  Peter Parycek,et al.  Smart governance in the context of smart cities: A literature review , 2018, Inf. Polity.

[17]  Brunilde Sansò,et al.  Traffic characterization and LTE performance analysis for M2M communications in smart cities , 2017, Pervasive Mob. Comput..

[18]  Ahmad Diab,et al.  Elder Tracking and Fall Detection System Using Smart Tiles , 2017, IEEE Sensors Journal.

[19]  Carolina paciencia salas Mc Cluskey A linked forest manipulation system syntax rules for an attributed translation grammar for PL/0 , 1988 .

[20]  Diane J. Cook,et al.  "Intelligent Environments: a manifesto" , 2013, Human-centric Computing and Information Sciences.

[21]  Awais Ahmad,et al.  Urban planning and building smart cities based on the Internet of Things using Big Data analytics , 2016, Comput. Networks.

[22]  David Fonseca,et al.  Urban data and urban design: A data mining approach to architecture education , 2018, Telematics Informatics.

[23]  Ahmed M. Shahat Osman A novel big data analytics framework for smart cities , 2019, Future Gener. Comput. Syst..

[24]  P. Maglio,et al.  Smart cities with big data: Reference models, challenges, and considerations , 2018, Cities.

[25]  Karin Axelsson,et al.  Stakeholders' stake and relation to smartness in smart city development: Insights from a Swedish city planning project , 2018, Gov. Inf. Q..

[26]  Fang Chen How to Integrate Social Media in IS Curriculum, Especially for a Small IS Program? , 2016, AMCIS.

[27]  Eric K. Clemons,et al.  The future of advertising and the value of social network websites: some preliminary examinations , 2007, ICEC.

[28]  Wanda Pratt,et al.  Descriptive analysis of physical activity conversations on Twitter , 2011, CHI Extended Abstracts.

[29]  Martin Ester,et al.  A matrix factorization technique with trust propagation for recommendation in social networks , 2010, RecSys '10.

[30]  Agusti Solanas,et al.  The pursuit of citizens' privacy: a privacy-aware smart city is possible , 2013, IEEE Communications Magazine.

[31]  Feng Xia,et al.  Vehicular Social Networks: A survey , 2018, Pervasive Mob. Comput..

[32]  C. Wendling,et al.  The Use of Social Media in Risk and Crisis Communication , 2013 .

[33]  Konstantinos Pelechrinis,et al.  Urban navigation beyond shortest route: The case of safe paths , 2016, Inf. Syst..

[34]  Kees Maat,et al.  Stakeholders interests, expectations, and strategies regarding the development and implementation of electric vehicles: The case of the Netherlands , 2014 .

[35]  Juan Carlos Augusto,et al.  eFRIEND: an ethical framework for intelligent environment development , 2014, PETRA.

[36]  Theresa A. Pardo,et al.  The changing face of a city government: A case study of Philly311 , 2014, Gov. Inf. Q..

[37]  Rami Puzis,et al.  Computationally efficient link prediction in a variety of social networks , 2013, ACM Trans. Intell. Syst. Technol..

[38]  M. Bolívar,et al.  Governing the smart city: a review of the literature on smart urban governance , 2016 .

[39]  Stefan Stieglitz,et al.  Social media and political communication: a social media analytics framework , 2012, Social Network Analysis and Mining.

[40]  R. Hollands Will the real smart city please stand up? , 2008, The Routledge Companion to Smart Cities.

[41]  Adam Dunkels,et al.  A database in every sensor , 2011, SenSys.

[42]  T. Graepel,et al.  Private traits and attributes are predictable from digital records of human behavior , 2013, Proceedings of the National Academy of Sciences.

[43]  Simon Elias Bibri,et al.  The IoT for smart sustainable cities of the future: An analytical framework for sensor-based big data applications for environmental sustainability , 2018 .

[44]  Axel Schulz,et al.  Semantic Abstraction for generalization of tweet classification: An evaluation of incident-related tweets , 2016, Semantic Web.

[45]  Abdullah Gani,et al.  Social Profiling: A Review, Taxonomy, and Challenges , 2019, Cyberpsychology Behav. Soc. Netw..

[46]  Dima Alhadidi,et al.  Privacy-preserving data mashup model for trading person-specific information , 2016, Electron. Commer. Res. Appl..

[47]  Arpan Kumar Kar,et al.  Success of IoT in Smart Cities of India: An empirical analysis , 2018, Gov. Inf. Q..

[48]  Carson Kai-Sang Leung,et al.  Big data mining of social networks for friend recommendation , 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

[49]  Hock Chuan Chan,et al.  The Medium Matters: Effects on What Consumers Talk about Regarding Movie Trailers , 2016, ICIS.

[50]  Li Deren On Spatial Data Mining and Knowledge Discovery (SDMKD) , 2001 .

[51]  A. Hermida,et al.  SHARE, LIKE, RECOMMEND , 2012 .

[52]  Soon J. Hyun,et al.  SNQL: a query language for sensor network databases , 2008, ICT 2008.

[53]  Florian Michahelles,et al.  Things That Twitter: Social Networks and the Internet of Things , 2010, Pervasive 2010.

[54]  H. Scholl,et al.  Smart Governance: A Roadmap for Research and Practice , 2014 .

[55]  Furqan Jameel,et al.  Wireless Social Networks: A Survey of Recent Advances, Applications and Challenges , 2018, IEEE Access.

[56]  Chi-Chia Sun,et al.  Intelligent system design for variable color temperature LED street light , 2016, 2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW).

[57]  Christian Heipke,et al.  AUTOMATIC CLASSIFICATION OF HIGH RESOLUTION SATELLITE IMAGERY – ACASE STUDY FOR URBAN AREAS IN THE KINGDOM OF SAUDI ARABIA , 2017 .

[58]  Peter Cruickshank,et al.  Creating Smart-er Cities: An Overview , 2011 .

[59]  Flora D. Salim,et al.  Urban computing in the wild: A survey on large scale participation and citizen engagement with ubiquitous computing, cyber physical systems, and Internet of Things , 2015, Int. J. Hum. Comput. Stud..

[60]  Jun Zhang,et al.  Rising Star Forecasting Based on Social Network Analysis , 2017, IEEE Access.

[61]  Kevin Jones,et al.  A review of cyber security risk assessment methods for SCADA systems , 2016, Comput. Secur..

[62]  Jun Yang,et al.  Do you get tired of socializing? An empirical explanation of discontinuous usage behaviour in social network services , 2016, Inf. Manag..

[63]  Jian Cai,et al.  How Rumors Spread and Stop over Social Media: a Multi-Layered Communication Model and Empirical Analysis , 2015, Commun. Assoc. Inf. Syst..

[64]  Liesbet van Zoonen,et al.  Privacy concerns in smart cities , 2016, Gov. Inf. Q..

[65]  Lawrence J. Trautman,et al.  Corporate Directors’ and Officers’ Cybersecurity Standard of Care: The Yahoo Data Breach , 2017 .

[66]  Frank W. Geels,et al.  A socio-technical analysis of low-carbon transitions: introducing the multi-level perspective into transport studies , 2012 .

[67]  F. Boschetti,et al.  Urban transformation stories for the 21st century: Insights from strategic conversations , 2018 .

[68]  Sangho Choo,et al.  Home-based telecommuting and intra-household interactions in work and non-work travel: A seemingly unrelated censored regression approach , 2015 .

[69]  Ismail Güvenç,et al.  UAV-Enabled Intelligent Transportation Systems for the Smart City: Applications and Challenges , 2017, IEEE Communications Magazine.

[70]  K. Schedler,et al.  Outcome-Oriented Public Management: A Responsibility-Based Approach to the New Public Management , 2010 .

[71]  Murtaza Haider,et al.  Beyond the hype: Big data concepts, methods, and analytics , 2015, Int. J. Inf. Manag..

[72]  Mansoor Ahmed,et al.  Smart Cities: A Survey on Security Concerns , 2016 .

[73]  Howard Falk Applications, Architectures, and Protocol Design Issues for Mobile Social Networks: A Survey , 2011, Proc. IEEE.

[74]  Marian Verhelst,et al.  The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network , 2017, DCASE.

[75]  Di Jiang,et al.  Limosa: a system for geographic user interest analysis in Twitter , 2013, EDBT '13.

[76]  Abdullah Gani,et al.  Predicting Elections: Social Media Data and Techniques , 2019, 2019 International Conference on Engineering and Emerging Technologies (ICEET).

[77]  David Bamman,et al.  Gender identity and lexical variation in social media , 2012, 1210.4567.

[78]  Adel Said Elmaghraby,et al.  Cyber security challenges in Smart Cities: Safety, security and privacy , 2014, Journal of advanced research.

[79]  Giovanni Pau,et al.  A Novel Energy Management Approach for Smart Homes Using Bluetooth Low Energy , 2015, IEEE Journal on Selected Areas in Communications.

[80]  Elliot Bendoly,et al.  Fit, Bias, and Enacted Sensemaking in Data Visualization: Frameworks for Continuous Development in Operations and Supply Chain Management Analytics , 2016 .

[81]  André-Luc Beylot,et al.  Unlocking the smartphone's senses for smart city parking , 2016, 2016 IEEE International Conference on Communications (ICC).

[82]  Burak Kantarci,et al.  A survey on cybersecurity, data privacy, and policy issues in cyber-physical system deployments in smart cities , 2019, Sustainable Cities and Society.

[83]  Tobias Mettler,et al.  Smart Government – Partizipation und Empowerment der Bürger im Zeitalter von Big Data und personalisierter Algorithmen , 2017, HMD Praxis der Wirtschaftsinformatik.

[84]  K. Schedler,et al.  Smart Government Success Factors , 2018, Yearbook of Swiss Administrative Sciences.

[85]  Giuseppe De Pietro,et al.  A deep learning approach for ECG-based heartbeat classification for arrhythmia detection , 2018, Future Gener. Comput. Syst..

[86]  Tuomo Kuosa,et al.  The Evolution of Strategic Foresight: Navigating Public Policy Making , 2012 .

[87]  Joaquim Ferreira,et al.  Introduction to Intelligent Transportation Systems , 2016 .

[88]  Seo-hwan Lim,et al.  SMART CITIES: Big Data, Civic Hackers, and the Quest for a New Utopia(W. W. NORTON & COMPANY, 2013) , 2018, The Korean Association of Space and Environment Research.

[89]  Yannis Charalabidis,et al.  IoT and AI for Smart Government: A Research Agenda , 2019, Gov. Inf. Q..

[90]  Yousra Alkabani,et al.  System-level protection and hardware Trojan detection using weighted voting☆ , 2013, Journal of advanced research.

[91]  Iraklis Varlamis,et al.  Recommender Systems for Large-Scale Social Networks: A review of challenges and solutions , 2018, Future Gener. Comput. Syst..

[92]  Markos Papageorgiou,et al.  Overview and analysis of Vehicle Automation and Communication Systems from a motorway traffic management perspective , 2015 .

[93]  Goran Vojkovic Will the GDPR slow down development of smart cities? , 2018, 2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

[94]  Daniel J. Fagnant,et al.  Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations , 2015 .

[95]  Tobias Mettler,et al.  The Road to Digital and Smart Government in Switzerland , 2018, Governance and Public Management.

[96]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[97]  Stephen D. Boyles,et al.  A multiclass cell transmission model for shared human and autonomous vehicle roads , 2016 .

[98]  Hatem Ben Sta,et al.  Quality and the efficiency of data in "Smart-Cities" , 2017, Future Gener. Comput. Syst..

[99]  Benjamin C. M. Fung,et al.  Security and privacy challenges in smart cities , 2018 .

[100]  A. Meijer,et al.  Quantified street: Smart governance of urban safety , 2017, Inf. Polity.

[101]  Jung Hoon Lee,et al.  Technological Forecasting & Social Change Towards an effective framework for building smart cities : Lessons from Seoul and San Francisco , 2014 .

[102]  Azzedine Boukerche,et al.  Sensing, communication and security planes: A new challenge for a smart city system design , 2018, Comput. Networks.

[103]  Albert Jacob Meijer,et al.  Quantified street: Smart governance of urban safety , 2018, Inf. Polity.

[104]  Justin Salamon,et al.  The Implementation of Low-cost Urban Acoustic Monitoring Devices , 2016, ArXiv.

[105]  Marijn Janssen,et al.  Building Cybersecurity Awareness: The need for evidence-based framing strategies , 2017, Gov. Inf. Q..

[106]  Craig Valli,et al.  Future challenges for smart cities: Cyber-security and digital forensics , 2017, Digit. Investig..

[107]  Ashkan Sami,et al.  Towards Sustainable Smart City by Particulate Matter Prediction Using Urban Big Data, Excluding Expensive Air Pollution Infrastructures , 2019, Big Data Res..

[108]  Jasmine Novak,et al.  Structure and evolution of online social networks , 2006, KDD '06.

[109]  Karin Hedström,et al.  A systematic review of Social Internet of Things: concepts and application areas , 2019, AMCIS.

[110]  C. Sudha,et al.  A Comprehensive Survey on Data Mining Techniques in Wireless Sensor Networks , 2018 .

[111]  Nikhil Ichalkaranje,et al.  Transforming e-Government to Smart Government: A South Australian Perspective , 2015 .

[112]  Adnan Yazici,et al.  Big Data Model Simulation on a Graph Database for Surveillance in Wireless Multimedia Sensor Networks , 2017, Big Data Res..

[113]  Jay Lee,et al.  A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems , 2015 .

[114]  Long Jiang,et al.  User-level sentiment analysis incorporating social networks , 2011, KDD.

[115]  Cristina Comaniciu,et al.  Beyond traditional DTN routing: social networks for opportunistic communication , 2011, IEEE Communications Magazine.

[116]  Piyushimita Thakuriah,et al.  Seeing Cities Through Big Data: Research, Methods and Applications in Urban Informatics , 2016 .

[117]  Peng Li,et al.  A deep learning model for predicting chemical composition of gallstones with big data in medical Internet of Things , 2019, Future Gener. Comput. Syst..

[118]  Bernhard Schmidt,et al.  Managing the Electronic Government: From Vision to Practice , 2004 .

[119]  Bhagya Nathali Silva,et al.  Towards sustainable smart cities: A review of trends, architectures, components, and open challenges in smart cities , 2018 .

[120]  Maroš Lacinák,et al.  Smart City, Safety and Security , 2017 .

[121]  Stefan Stieglitz,et al.  Sense‐Making in Social Media During Extreme Events , 2018 .

[122]  Michael Beier,et al.  Social Media Adoption: Barriers to the Strategic Use of Social Media in SMEs , 2016, ECIS.

[123]  Joan E. Ricart,et al.  IESE Cities in Motion Index 2018 , 2018 .

[124]  Jijun Tang,et al.  Prediction of human protein subcellular localization using deep learning , 2017, J. Parallel Distributed Comput..

[125]  Noël Crespi,et al.  The Cluster Between Internet of Things and Social Networks: Review and Research Challenges , 2014, IEEE Internet of Things Journal.

[126]  Mohsen Guizani,et al.  Smart Cities: A Survey on Data Management, Security, and Enabling Technologies , 2017, IEEE Communications Surveys & Tutorials.

[127]  Robert Wilhelm Siegfried Ruhlandt The governance of smart cities: A systematic literature review , 2018, Cities.

[128]  Marta C. González,et al.  The path most traveled: Travel demand estimation using big data resources , 2015, Transportation Research Part C: Emerging Technologies.

[129]  Franziska Roesner,et al.  End User Security and Privacy Concerns with Smart Homes , 2017, SOUPS.

[130]  Jörn von Lucke Deutschland auf dem Weg zum Smart Government , 2016 .

[131]  Sherali Zeadally,et al.  Cybersecurity and Privacy Solutions in Smart Cities , 2017, IEEE Communications Magazine.

[132]  Don MacKenzie,et al.  Help or hindrance? The travel, energy and carbon impacts of highly automated vehicles , 2016 .

[133]  S. Wasserman,et al.  Social Network Analysis: List of Illustrations , 1994 .

[134]  Abdullah Gani,et al.  A Study on Detection and Monitoring of Water Quality and Flow , 2018, 2018 12th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS).

[135]  Jing Zhang,et al.  Smart government, citizen participation and open data , 2014, Inf. Polity.

[136]  Chandrasekhar Nagarajan,et al.  Efficient Control Algorithm for a Smart Solar Street Light , 2015, 2015 9th International Conference on Next Generation Mobile Applications, Services and Technologies.

[137]  Dedao Gu,et al.  Urban Big Data and the Development of City Intelligence , 2016 .

[138]  Jing Zhang,et al.  Conceptualizing smartness in government: An integrative and multi-dimensional view , 2016, Gov. Inf. Q..

[139]  Juan Carlos Augusto,et al.  Data and Information Quality Issues in Ambient Assisted Living Systems , 2012, JDIQ.

[140]  Bernardo Kliksberg,et al.  Rebuilding the State for Social Development: Towards ‘Smart Government’ , 2000 .

[141]  Francisco Javier Quiles-Latorre,et al.  Streetlight Control System Based on Wireless Communication over DALI Protocol , 2016, Sensors.

[142]  Johannes Gehrke,et al.  Query Processing in Sensor Networks , 2003, CIDR.

[143]  Georgiy I. Bagretsov,et al.  Approaches to development of models for text analysis of information in social network profiles in order to evaluate user's vulnerabilities profile , 2017, 2017 XX IEEE International Conference on Soft Computing and Measurements (SCM).

[144]  Haoxiang Wang,et al.  Efficient IoT-based sensor BIG Data collection-processing and analysis in smart buildings , 2017, Future Gener. Comput. Syst..

[145]  Nor Badrul Anuar,et al.  The role of big data in smart city , 2016, Int. J. Inf. Manag..

[146]  H. T. Mouftah,et al.  Soft Sensing in Smart Cities: Handling 3Vs Using Recommender Systems, Machine Intelligence, and Data Analytics , 2018, IEEE Communications Magazine.

[147]  Alias Abdul Rahman,et al.  3D GEO-CLUSTERING FOR WIRELESS SENSOR NETWORK IN SMART CITY , 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

[148]  R. Dameri,et al.  Smart City: How to Create Public and Economic Value with High Technology in Urban Space , 2014 .

[149]  Hongming Cai,et al.  IoT-Based Configurable Information Service Platform for Product Lifecycle Management , 2014, IEEE Transactions on Industrial Informatics.

[150]  Hans Jochen Scholl,et al.  Smart governance as key to multi-jurisdictional smart city initiatives: The case of the eCityGov Alliance , 2016 .