Using big data for co-innovation processes: Mapping the field of data-driven innovation, proposing theoretical developments and providing a research agenda

S Bresciani, F Ciampi, F Meli, A Ferraris - International Journal of …, 2021 - Elsevier
… review concerning the relationship between co-innovation processes and BD. We aim to
fill … big data analytic capabilities (BDAC) is crucial for implementing successful co-innovation

[HTML][HTML] Big data in education: a state of the art, limitations, and future research directions

MI Baig, L Shuib, E Yadegaridehkordi - … Technology in Higher Education, 2020 - Springer
Big data is an essential aspect of innovation which has recently gained major attention from
… These reviews were conducted in a different educational context and big data. However, …

[HTML][HTML] An introduction to key technology in artificial intelligence and big data driven e-learning and e-education

P Gao, J Li, S Liu - Mobile Networks and Applications, 2021 - Springer
… The practice education mode of teaching, engineering, innovation, and enterprise, which …
can be utilized in movies recommendation under the context of education. In this way, the …

[HTML][HTML] Artificial intelligence innovation in education: A twenty-year data-driven historical analysis

C Guan, J Mou, Z Jiang - International Journal of Innovation Studies, 2020 - Elsevier
… , AI refers to using big data to perform complex tasks. The definitions of AI in education are
… In this research, we confine the concept of Artificial Intelligence to the educational context. …

Mining big data in education: Affordances and challenges

C Fischer, ZA Pardos, RS Baker… - … in Education, 2020 - journals.sagepub.com
… Beyond SIS and LMS, the variety of innovations in digital learning environments enrich new
… includes information about both the learner’s actions and the context in which those actions …

[HTML][HTML] Remote big data management tools, sensing and computing technologies, and visual perception and environment mapping algorithms in the Internet of …

M Andronie, G Lăzăroiu, OL Karabolevski… - Electronics, 2022 - mdpi.com
… Robotic operating and autonomous control systems harness sensor–actuator networks,
machine learning techniques, and context recognition tools in relation to predictive performance …

Big educational data & analytics: Survey, architecture and challenges

KLM Ang, FL Ge, KP Seng - IEEE access, 2020 - ieeexplore.ieee.org
Big data generated by the LMS was 70GB from data sources such as student activity, learning
… In our context of Big data in education, this section aims to give a literature review for the …

Big data analytics: Computational intelligence techniques and application areas

R Iqbal, F Doctor, B More, S Mahmud… - … Forecasting and Social …, 2020 - Elsevier
… and businesses in the context of a smart city, can also greatly benefit from Big Data and …
This process will lead to the designing of more effective and innovative commercial products, …

COVID‐19 pandemic in the new era of big data analytics: Methodological innovations and future research directions

J Sheng, J Amankwah‐Amoah… - British Journal of …, 2021 - Wiley Online Library
… This review demonstrates that the conventional methods in the context of big data
highlight the capability of statistical and econometrics modelling in dealing with extremely …

Big Data analytics and Computational Intelligence for Cyber–Physical Systems: Recent trends and state of the art applications

R Iqbal, F Doctor, B More, S Mahmud… - Future Generation …, 2020 - Elsevier
big data. We discuss a number of exemplar application areas that generate big data and
can hence benefit from … are presented and discussed in the context of Big data, Cyber–Physical …