Big Data and learning analytics in higher education: Legal and ethical considerations
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Electronic Resources Librarianship"
DOI: 10.1080/1941126x.2020.1821992
Abstract: Abstract The legal and ethical use of Big Data and Learning Analytics in academic libraries has been widely debated. Analyzing large data sets has tremendous potential for libraries to implement changes that help students and… read more here.
Keywords: big data; data learning; learning analytics; analytics higher ... See more keywords
A Big Data and Learning Analytics Approach to Process-Level Feedback in Cognitive Simulations
Sign Up to like & getrecommendations! Published in 2017 at "Academic Medicine"
DOI: 10.1097/acm.0000000000001234
Abstract: Collecting and analyzing large amounts of process data for the purposes of education can be considered a big data/learning analytics (BD/LA) approach to improving learning. However, in the education of health care professionals, the application… read more here.
Keywords: big data; data learning; learning analytics; process data ... See more keywords
HSETA: A Heterogeneous and Sparse Data Learning Hybrid Framework for Estimating Time of Arrival
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3170917
Abstract: The estimated time of arrival (ETA) plays a vital role in intelligent transportation systems and has been widely used as a basic service in ride-hailing platforms. Obtaining a precise ETA is a challenging task due… read more here.
Keywords: time; sparse data; data learning; sparse ... See more keywords
A Unifying Probabilistic Framework for Partially Labeled Data Learning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2022.3228755
Abstract: Partially labeled data learning (PLDL), including partial label learning (PLL) and partial multi-label learning (PML), has been widely used in nowadays data science. Researchers attempt to construct different specific models to deal with the different… read more here.
Keywords: partially labeled; data learning; framework; labeled data ... See more keywords
Retracted: Big Data and Learning Analytics Model for Promoting Physical Literacy in College Students in China
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Healthcare Engineering"
DOI: 10.1155/2023/9860257
Abstract: [This retracts the article DOI: 10.1155/2021/8587351.]. read more here.
Keywords: model promoting; data learning; big data; analytics model ... See more keywords