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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
Rebeckah K. Fussell; Emily M. Stump; N. G. Holmes – Physical Review Physics Education Research, 2024
Physics education researchers are interested in using the tools of machine learning and natural language processing to make quantitative claims from natural language and text data, such as open-ended responses to survey questions. The aspiration is that this form of machine coding may be more efficient and consistent than human coding, allowing…
Descriptors: Physics, Educational Researchers, Artificial Intelligence, Natural Language Processing
Parks, Louisa; Peters, Wim – International Journal of Social Research Methodology, 2023
The ever-increasing application of Digital Humanities techniques to social scientific research questions calls for continuous reflection on how they can contribute to scholarly research in combination with other more common text analysis methods. This article explores the various dimensions along which scholarly text analysis can be performed,…
Descriptors: Natural Language Processing, Humanities, Social Science Research, Content Analysis
Linxuan Zhao; Dragan Gaševic; Zachari Swiecki; Yuheng Li; Jionghao Lin; Lele Sha; Lixiang Yan; Riordan Alfredo; Xinyu Li; Roberto Martinez-Maldonado – British Journal of Educational Technology, 2024
Effective collaboration and teamwork skills are critical in high-risk sectors, as deficiencies in these areas can result in injuries and risk of death. To foster the growth of these vital skills, immersive learning spaces have been created to simulate real-world scenarios, enabling students to safely improve their teamwork abilities. In such…
Descriptors: Automation, Transcripts (Written Records), Coding, Teamwork
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
Murphy, Robert F. – RAND Corporation, 2019
Recent applications of artificial intelligence (AI) have been successful in performing complex tasks in health care, financial markets, manufacturing, and transportation logistics, but the influence of AI applications in the education sphere has been limited. However, that may be changing. In this paper, the author discusses several ways that AI…
Descriptors: Elementary Secondary Education, Artificial Intelligence, Teaching Methods, Educational Technology
Harteis, Christian, Ed. – Professional and Practice-based Learning, 2018
This edited volume brings together researchers from various disciplines (i.e. education, psychology, sociology, economy, information technology, engineering) discussing elementary changes at workplaces occurring through digitalization, and reflecting on educational challenges for individuals, organizations, and society. The latest developments in…
Descriptors: Computer Use, Change, Work Environment, Information Technology

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

Kant, Elaine; Newell, Allen – Information Processing and Management, 1984
Presents model of algorithm design (activity in software development) based on analysis of protocols of two subjects designing three convex hull algorithms. Automation methods, methods for studying algorithm design, role of discovery in problem solving, and comparison of different designs of case study according to model are highlighted.…
Descriptors: Algorithms, Automation, Case Studies, Comparative Analysis
Fagot, Beverly I.; Hagan, Richard – 1985
Covert checks of observational methodology reveal declines in reliability of observations. This appears to be particularly true when complex codes are used to track social interaction. The present study was undertaken to see whether reliability could be maintained through a combination of technological advancements and the development of improved…
Descriptors: Automation, Classroom Observation Techniques, Data Collection, Reliability
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

Strimaitis, Janet R. – Journal of Chemical Education, 1990
Discussed are applications of robotics in the chemistry laboratory. Highlighted are issues of precision, accuracy, and system integration. Emphasized are the potential benefits of the use of robots to automate laboratory procedures. (CW)
Descriptors: Automation, Chemistry, College Science, Higher Education
Schofield, J.; Vincent, A. T. – Programmed Learning and Educational Technology, 1986
Describes a project at Chorleywood College (England) which examined the possibility of automating the transcription of braille examination responses for marking by examination boards. Discussion covers the braille code, requirements of the transcription system, an analysis of mock examination papers which led to system modification, and the final…
Descriptors: Automation, Braille, Computer Assisted Testing, Foreign Countries
Daly, Brian E. – 1985
There are three valuable types of computer software needed by the professional researcher--word processing, spreadsheet, and database management. In general, these packages are required for the effective operation of offices; however, researchers may have special needs which can only be met with more specialized software. Recently, word processing…
Descriptors: Automation, Computer Software, Database Management Systems, Educational Researchers

Brown, Daniel J. – AEDS Journal, 1984
Describes a study of the process of school office automation which focuses on personnel reactions to administrative computing, what users view as advantages and disadvantages of the automation, perceived barriers and facilitators of the change to automation, school personnel view of long term effects, and implications for school computer policy.…
Descriptors: Automation, Change Strategies, Elementary Secondary Education, Employee Attitudes
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