Results 21 to 30 of about 402,431 (257)
Learning analytics to identify exploratory dialogue within synchronous text chat [PDF]
, 2011 While generic web analytics tend to focus on easily harvested quantitative data, Learning Analytics will often seek qualitative understanding of the context and meaning of this information.
Buckingham Shum, Simon +1 more
core +2 more sources
Content expectations and dropout in Dutch vocational education
Empirical Research in Vocational Education and Training, 2020 Unrealistic expectations with regard to one’s study program has been linked to negative consequences for future academic success. Previous studies that have shown this are often retrospective, however, and focus on performance-related expectations (e.g ...
Irene Eegdeman +2 more
doaj +1 more source
‘A double-edged sword. This is powerful but it could be used destructively’: Perspectives of early career education researchers on learning analytics [PDF]
, 2018 Learning analytics has been increasingly outlined as a powerful tool for measuring, analysing, and predicting learning experiences and behaviours. The rising use of learning analytics means that many educational researchers now require new ranges of ...
Brummer, Leonie +6 more
core +1 more source
Frontiers in Bioengineering and Biotechnology, 2020 Machine learning is a promising approach to evaluate human movement based on wearable sensor data. A representative dataset for training data-driven models is crucial to ensure that the model generalizes well to unseen data.
Eva Dorschky +5 more
doaj +1 more source
Open University Learning Analytics dataset [PDF]
, 2017 Learning Analytics focuses on the collection and analysis of learners’ data to improve their learning experience by providing informed guidance and to optimise learning materials.
F Prasser +5 more
core +1 more source
Learning and Work: Professional Learning Analytics [PDF]
, 2017 Learning for work takes various forms, from formal training to informal learning through work activities. In many work settings, professionals collaborate via networked environments leaving various forms of digital traces and “clickstream” data.
Littlejohn, Allison
core +3 more sources
Sensors, 2022 In human activity recognition (HAR), activities are automatically recognized and classified from a continuous stream of input sensor data. Although the scientific community has developed multiple approaches for various sports in recent years, marginal ...
Johannes Link +3 more
doaj +1 more source
Astrophysical Data Analytics based on Neural Gas Models, using the Classification of Globular Clusters as Playground [PDF]
, 2017 In Astrophysics, the identification of candidate Globular Clusters through deep, wide-field, single band HST images, is a typical data analytics problem, where methods based on Machine Learning have revealed a high efficiency and reliability ...
Angora, Giuseppe +5 more
core +3 more sources
Asking generative artificial intelligence the right questions improves writing performance
Computers and Education: Artificial IntelligenceGenerative Artificial Intelligence (GenAI) tools are widely used by learners and this trend is poised to continue. However, little is known about whether and how GenAI use impacts learning and performance.
Yixin Cheng +5 more
doaj +1 more source
Cognitive skills, personality traits and dropout in Dutch vocational education
Empirical Research in Vocational Education and Training, 2018 Designing effective educational programs to reduce dropout in higher and vocational education requires thorough understanding of the underlying mechanisms of study success.
Irene Eegdeman +2 more
doaj +1 more source