3,090
Views
69
CrossRef citations to date
0
Altmetric
Articles

Big data analytics and big data science: a survey

, , , , &
Pages 1-42 | Received 27 Aug 2015, Accepted 09 Jan 2016, Published online: 26 Feb 2016

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (13)

Anas Iftikhar, Laura Purvis, Ilaria Giannoccaro & Yingli Wang. (2023) The impact of supply chain complexities on supply chain resilience: the mediating effect of big data analytics. Production Planning & Control 34:16, pages 1562-1582.
Read now
Neha Verma, Dheeraj Malhotra & Jatinder Singh. (2020) Big data analytics for retail industry using MapReduce-Apriori framework. Journal of Management Analytics 7:3, pages 424-442.
Read now
Samia Chehbi-Gamoura, Ridha Derrouiche, David Damand & Marc Barth. (2020) Insights from big Data Analytics in supply chain management: an all-inclusive literature review using the SCOR model. Production Planning & Control 31:5, pages 355-382.
Read now
Marina V. Sokolova, Francisco J. Gómez & Larisa N. Borisoglebskaya. (2020) Migration from an SQL to a hybrid SQL/NoSQL data model. Journal of Management Analytics 7:1, pages 1-11.
Read now
Juan Manuel Maqueira, José Moyano-Fuentes & Sebastián Bruque. (2019) Drivers and consequences of an innovative technology assimilation in the supply chain: cloud computing and supply chain integration. International Journal of Production Research 57:7, pages 2083-2103.
Read now
Li Da Xu & Lian Duan. (2019) Big data for cyber physical systems in industry 4.0: a survey. Enterprise Information Systems 13:2, pages 148-169.
Read now
Yang Lu. (2019) Artificial intelligence: a survey on evolution, models, applications and future trends. Journal of Management Analytics 6:1, pages 1-29.
Read now
Pornpit Wongthongtham & Bilal Abu Salih. (2018) Ontology-based approach for identifying the credibility domain in social Big Data. Journal of Organizational Computing and Electronic Commerce 28:4, pages 354-377.
Read now
Haoyang Jia, Yimin Sheng, Weili Han & X. Sean Wang. (2018) Data access control in data exchanging supporting big data arena. Journal of Management Analytics 5:3, pages 155-169.
Read now
Margherita Peruzzini & Josip Stjepandić. (2018) Editorial to the special issue “Transdisciplinary analytics in supply chain management”. Journal of Management Analytics 5:2, pages 75-80.
Read now
Philipp Gölzer & Albrecht Fritzsche. (2017) Data-driven operations management: organisational implications of the digital transformation in industrial practice. Production Planning & Control 28:16, pages 1332-1343.
Read now
Maribel Yasmina Santos, Bruno Martinho & Carlos Costa. (2017) Modelling and implementing big data warehouses for decision support. Journal of Management Analytics 4:2, pages 111-129.
Read now

Articles from other publishers (56)

Y.M. Fernandez-Ordoñez & J. Soria-Ruiz. (2023) Considerations for the use of Geospatial Data Items Within the Data Science Framework. Considerations for the use of Geospatial Data Items Within the Data Science Framework.
Angelo Corallo, Francesco Otello Buccoliero, Anna Maria Crespino, Vito Del Vecchio, Marianna Lezzi & Alessandra Spennato. (2023) Modelling a Big Data-based Analytical Process: an Aerospace Case Study. Modelling a Big Data-based Analytical Process: an Aerospace Case Study.
Mandella Osei-Assibey Bonsu, Ying Wang & Yongsheng Guo. (2023) Does fintech lead to better accounting practices? Empirical evidence. Accounting Research Journal 36:2/3, pages 129-147.
Crossref
Magdalena Dąbrowska & Dawid Jagaczyński. 2023. Lean Thinking in Industry 4.0 and Services for Society. Lean Thinking in Industry 4.0 and Services for Society 138 158 .
Mona Jami Pour, Fatemeh Abbasi & Babak Sohrabi. (2022) Toward a Maturity Model for Big Data Analytics: A Roadmap for Complex Data Processing. International Journal of Information Technology & Decision Making 22:01, pages 377-419.
Crossref
Marieh Talebkhah, Aduwati Sali, Meisam Gordan, Shaiful Jahari Hashim & Fakhrul Zaman Rokhani. (2023) Comprehensive Review on Development of Smart Cities Using Industry 4.0 Technologies. IEEE Access 11, pages 91981-92030.
Crossref
Mandella Osei-Assibey Bonsu, Naheed Roni & Yongsheng Guo. 2023. Novel Financial Applications of Machine Learning and Deep Learning. Novel Financial Applications of Machine Learning and Deep Learning 47 71 .
Jorge A. Romero & Cristina Abad. (2022) Cloud-based big data analytics integration with ERP platforms. Management Decision 60:12, pages 3416-3437.
Crossref
Van Phuoc Nguyen. (2022) The Critical Success Factors for Sustainability Financial Technology in Vietnam: A Partial Least Squares Approach. Human Behavior and Emerging Technologies 2022, pages 1-15.
Crossref
S SureshMrMr, M RamachandranProfProf & Chinnasami SivajiMrMr. (2022) Exploring the recent trends in Big Data Analysis. Data Analytics and Artificial Intelligence 2:2, pages 89-96.
Crossref
Aleksandar Rikalovic, Nikola Suzic, Bojana Bajic & Vincenzo Piuri. (2022) Industry 4.0 Implementation Challenges and Opportunities: A Technological Perspective. IEEE Systems Journal 16:2, pages 2797-2810.
Crossref
Arnav Gohil, Anshul Shroff, Arnav Garg & Shailender Kumar. (2022) A Compendious Research on Big Data File Formats. A Compendious Research on Big Data File Formats.
Xueling Li, Xiaoyan Zhang, Yuan Liu, Yuanying Mi & Yong Chen. (2022) The impact of artificial intelligence on users' entrepreneurial activities. Systems Research and Behavioral Science 39:3, pages 597-608.
Crossref
Yushan Ge. (2022) Intelligent Analysis and Evaluation Method of Athletics Running Data Based on Big Data Statistical Model. Mathematical Problems in Engineering 2022, pages 1-8.
Crossref
Anjee Gorkhali & Rajib Chowdhury. (2021) Blockchain and the Evolving Financial Market: A Literature Review. Journal of Industrial Integration and Management 07:01, pages 47-81.
Crossref
Jhonn Pablo Rodr韌uez, David Camilo Corrales, David Griol, Zoraida Callejas & Juan Carlos Corrales. (2022) A Cost-Efficient Environment Monitoring Robotic Vehicle for Smart Industries. Computers, Materials & Continua 71:1, pages 473-487.
Crossref
Mohd Javaid, Abid Haleem, Ravi Pratap Singh & Rajiv Suman. (2021) Significant Applications of Big Data in Industry 4.0. Journal of Industrial Integration and Management 06:04, pages 429-447.
Crossref
Ebru Erdem, Tolga Aydın & Burak Erkayman. (2021) Flight scheduling incorporating bad weather conditions through big data analytics: A comparison of metaheuristics. Expert Systems 38:8.
Crossref
Yang Lu. (2021) The Current Status and Developing Trends of Industry 4.0: a Review. Information Systems Frontiers.
Crossref
António João Silva, Paulo Cortez, Carlos Pereira & André Pilastri. (2021) Business analytics in Industry 4.0: A systematic review. Expert Systems 38:7.
Crossref
Mariam Khader & Ghazi Al-Naymat. (2020) Density-based Algorithms for Big Data Clustering Using MapReduce Framework. ACM Computing Surveys 53:5, pages 1-38.
Crossref
Francisco Ruiz-Lopez, Joaquin Perez-Ortega, Javier Ortiz-Hernandez, Yasmin Hernandez-Perez & Socorro Saenz-Sanchez. (2021) Systematic Review of Methodologies in Data Science. Systematic Review of Methodologies in Data Science.
Lu Han, Hanping Hou, Z. M. Bi, Jianliang Yang & Xiaoxiao Zheng. (2021) Functional Requirements and Supply Chain Digitalization in Industry 4.0. Information Systems Frontiers.
Crossref
Rui Min. (2021) Feasibility Study of Economic Forecasting Model based on Data Mining. Feasibility Study of Economic Forecasting Model based on Data Mining.
Oleksiy Kovalenko & Dimiter Velev. (2021) Big data aggregation in disasters risk management systems. IOP Conference Series: Earth and Environmental Science 776:1, pages 012007.
Crossref
Nufazil Altaf. 2021. Big Data Analytics for Internet of Things. Big Data Analytics for Internet of Things 351 365 .
Edwin Henao-García, José Arias-Pérez & Nelson Lozada. (2021) Fostering big data analytics capability through process innovation: Is management innovation the missing link?. Business Information Review 38:1, pages 28-39.
Crossref
Xuemei Li. (2020) Business Analytics in E-Commerce: A Literature Review. Journal of Industrial Integration and Management 06:01, pages 31-52.
Crossref
Ibrahim Haleem Khan & Mohd Javaid. (2020) Big Data Applications in Medical Field: A Literature Review. Journal of Industrial Integration and Management 06:01, pages 53-69.
Crossref
Bojana Bajic, Aleksandar Rikalovic, Nikola Suzic & Vincenzo Piuri. (2021) Industry 4.0 Implementation Challenges and Opportunities: A Managerial Perspective. IEEE Systems Journal 15:1, pages 546-559.
Crossref
Jia Liu, Yun Chen & Yong Chen. (2021) Emergency and disaster management-crowd evacuation research. Journal of Industrial Information Integration 21, pages 100191.
Crossref
Carlos Maté. (2021) Combining Interval Time Series Forecasts. A First Step in a Long Way (Research Agenda). Revista Colombiana de Estadística 44:1, pages 123-157.
Crossref
Yongdang Chen, Zhiyou Han, Kunyu Cao, Xianrong Zheng & Xiaobo Xu. (2020) Manufacturing upgrading in industry 4.0 era. Systems Research and Behavioral Science 37:4, pages 766-771.
Crossref
Siqing Shan, Xin Wen, Yigang Wei, Zijin Wang & Yong Chen. (2020) Intelligent manufacturing in industry 4.0: A case study of Sany heavy industry. Systems Research and Behavioral Science 37:4, pages 679-690.
Crossref
Jing Ge, Feng Wang, Hongxia Sun, Liuliu Fu & Mingwei Sun. (2020) Research on the maturity of big data management capability of intelligent manufacturing enterprise. Systems Research and Behavioral Science 37:4, pages 646-662.
Crossref
Zimei Liu, Kefan Xie, Ling Li & Yong Chen. (2020) A paradigm of safety management in Industry 4.0. Systems Research and Behavioral Science 37:4, pages 632-645.
Crossref
Jin Li & Xiaobo Xu. (2020) A Study of Big Data-Based Employees’ Public Opinion System Construction. Journal of Industrial Integration and Management 05:02, pages 225-233.
Crossref
Isabel de-la-Bandera, Matías Toril, Salvador Luna-Ramírez, Víctor Buenestado & José María Ruiz-Avilés. (2020) Complex Event Processing for Self-Optimizing Cellular Networks. Sensors 20:7, pages 1937.
Crossref
Shah Nazir, Sulaiman Khan, Habib Ullah Khan, Shaukat Ali, Ivan Garcia-Magarino, Rodziah Binti Atan & Muhammad Nawaz. (2020) A Comprehensive Analysis of Healthcare Big Data Management, Analytics and Scientific Programming. IEEE Access 8, pages 95714-95733.
Crossref
Marko Pavlović, Uglješa Marjanović, Slavko Rakić, Nemanja Tasić & Bojan Lalić. 2020. Advances in Production Management Systems. Towards Smart and Digital Manufacturing. Advances in Production Management Systems. Towards Smart and Digital Manufacturing 100 107 .
Abdulrahman Al-Abassi, Hadis Karimipour, Hamed HaddadPajouh, Ali Dehghantanha & Reza M. Parizi. 2020. Handbook of Big Data Privacy. Handbook of Big Data Privacy 37 61 .
Ge Gao, Tianyong Wang, Xianrong Zheng, Yong Chen & Xiaobo Xu. (2019) A Systems Dynamics Simulation Study of Network Public Opinion Evolution Mechanism. Journal of Global Information Management 27:4, pages 189-207.
Crossref
Yang Lu. (2019) The blockchain: State-of-the-art and research challenges. Journal of Industrial Information Integration 15, pages 80-90.
Crossref
Yan Zhu, Yi Zhang, Jing Wang, Weijing Song, Cheng-Chung Chu & Guowei Liu. (2019) From Data-Driven to Intelligent-Driven: Technology Evolution of Network Security in Big Data Era. From Data-Driven to Intelligent-Driven: Technology Evolution of Network Security in Big Data Era.
Ping Yin, Xianrong Zheng, Lian Duan, Xiaobo Xu & Min He. (2019) A Study of the Contribution of Information Technology on the Growth of Tourism Economy Using Cross-Sectional Data. Journal of Global Information Management 27:2, pages 39-58.
Crossref
Hind Bangui, Mouzhi Ge & Barbora Buhnova. (2019) A Research Roadmap of Big Data Clustering Algorithms for Future Internet of Things. International Journal of Organizational and Collective Intelligence 9:2, pages 16-30.
Crossref
Yang Lu & Li Da Xu. (2019) Internet of Things (IoT) Cybersecurity Research: A Review of Current Research Topics. IEEE Internet of Things Journal 6:2, pages 2103-2115.
Crossref
Shah Nazir, Muhammad Nawaz, Awais Adnan, Sara Shahzad & Shahla Asadi. (2019) Big Data Features, Applications, and Analytics in Cardiology—A Systematic Literature Review. IEEE Access 7, pages 143742-143771.
Crossref
Waleed Mugahed Al-Rahmi, Noraffandy Yahaya, Ahmed A. Aldraiweesh, Uthman Alturki, Mahdi M Alamri, Muhammad Sukri Bin Saud, Yusri Bin Kamin, Abdulmajeed A. Aljeraiwi & Omar Abdulrahman Alhamed. (2019) Big Data Adoption and Knowledge Management Sharing: An Empirical Investigation on their Adoption and Sustainability as a Purpose of Education. IEEE Access, pages 1-1.
Crossref
Andrzej Cwynar, Wiktor CwynarRobert PaterPiotr Kaźmierkiewicz. (2017) Information needs of financial market professionals in the big data and social media era. The empirical evidence from Poland. e-Finanse 13:4, pages 1-13.
Crossref
Hu Yan, Bibin Huang, Bowen Hong & Jing Hu. (2017) A Hybrid Multilevel Storage Architecture for Electric Power Dispatching Big Data. Journal of Physics: Conference Series 910, pages 012015.
Crossref
Jin Ho Kim. (2017) A Review of Cyber-Physical System Research Relevant to the Emerging IT Trends: Industry 4.0, IoT, Big Data, and Cloud Computing. Journal of Industrial Integration and Management 02:03, pages 1750011.
Crossref
Leonel Furtado, Moisés Dutra & Douglas Macedo. (2017) Value Creation in Big Data Scenarios: A Literature Survey. Journal of Industrial Integration and Management 02:01, pages 1750002.
Crossref
Bo Liu & Zili Zhang. (2016) QoS-aware service composition for cloud manufacturing based on the optimal construction of synergistic elementary service groups. The International Journal of Advanced Manufacturing Technology 88:9-12, pages 2757-2771.
Crossref
Qiang Ma, Eeshan Wagh, Jiayi Wen, Zhen Xia, Robert Ormandi & Datong Chen. (2016) Score Look-Alike Audiences. Score Look-Alike Audiences.
Yong Chen, Feng Dong & Hong Chen. (2016) Business Process and Information Security: A Cross-Listing Perspective. Journal of Industrial Integration and Management 01:02, pages 1650009.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.