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Kamila Misiejuk; Sonsoles López-Pernas; Rogers Kaliisa; Mohammed Saqr – Journal of Learning Analytics, 2025
Generative artificial intelligence (GenAI) has opened new possibilities for designing learning analytics (LA) tools, gaining new insights about student learning processes and their environment, and supporting teachers in assessing and monitoring students. This systematic literature review maps the empirical research of 41 papers utilizing GenAI…
Descriptors: Literature Reviews, Artificial Intelligence, Learning Analytics, Data Collection
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Ryan Schwarz; H. Cigdem Bulut; Charles Anifowose – International Journal of Assessment Tools in Education, 2023
The increasing volume of large-scale assessment data poses a challenge for testing organizations to manage data and conduct psychometric analysis efficiently. Traditional psychometric software presents barriers, such as a lack of functionality for managing data and conducting various standard psychometric analyses efficiently. These challenges…
Descriptors: Educational Assessment, International Assessment, Psychometrics, Statistical Analysis
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Burton, Hilary D. – Information Processing and Management, 1988
Defines and discusses bibliometrics, particularly as carried out in automated systems. The specific requirements to which data should conform to support bibliometric analysis are detailed and explained, and the Intelligent Gateway of the Lawrence Livermore National Laboratory is described. (15 references) (Author/CLB)
Descriptors: Automation, Bibliometrics, Data Analysis, Data Processing
Eisenberg, Michael – 1984
Curriculum administration and evaluation require specific information on such curriculum components as content, time, teaching methodology, materials, evaluation, and scheduling. Without such information, planning, coordination, resources allocation, and other decision-making activities are severely handicapped. Furthermore, evaluation of the…
Descriptors: Administration, Automation, Computer Software, Curriculum Evaluation
Rumberger, Russell – 1984
Job loss through technological advancement, particularly technologies based on microelectronics, is increasing for all economic sectors in a nation already hard challenged in world and domestic markets for goods and services. But assessing technology's employment impact remains difficult not only because of its direct and indirect effects and…
Descriptors: Automation, Computers, Data Processing, Dislocated Workers