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Direct linkBo Pei; Ying Cheng; Alex Ambrose; Eva Dziadula; Wanli Xing; Jie Lu – Smart Learning Environments, 2024
The availability of large-scale learning data presents unprecedented opportunities for investigating student learning processes. However, it is challenging for instructors to fully make sense of this data and effectively support their teaching practices. This study introduces LearningViz, an interactive learning analytics dashboard to help…
Descriptors: Learning Analytics, Learning Management Systems, Computer Uses in Education, Educational Technology
Download full textPicciano, Anthony G. – Journal of Asynchronous Learning Networks, 2012
Data-driven decision making, popularized in the 1980s and 1990s, is evolving into a vastly more sophisticated concept known as big data that relies on software approaches generally referred to as analytics. Big data and analytics for instructional applications are in their infancy and will take a few years to mature, although their presence is…
Descriptors: Higher Education, Decision Making, Data, Data Analysis
Greller, Wolfgang; Drachsler, Hendrik – Educational Technology & Society, 2012
With the increase in available educational data, it is expected that Learning Analytics will become a powerful means to inform and support learners, teachers and their institutions in better understanding and predicting personal learning needs and performance. However, the processes and requirements behind the beneficial application of Learning…
Descriptors: Foreign Countries, Computer Uses in Education, Ethics, Best Practices
Peer reviewedJohnson, K. Jeffrey – Computers and Education, 1981
Describes the use of computer courseware in an undergraduate chemistry curriculum for (1) a tutorial program, (2) a computer assisted test construction (CATC) system, (3) a set of simulation and data reduction programs, (4) a "Numerical Methods in Chemistry" course, and (5) a library of computer managed instruction (CMI) programs. (JL)
Descriptors: Chemistry, Computer Assisted Instruction, Computer Assisted Testing, Computer Managed Instruction
Araki, Yoshikazu – Aspects of Educational and Training Technology Series, 1992
To meet the individual needs of Japanese students in an electrical engineering course, a computer based system was adopted that graded student quizzes using an added weight method, evaluated student performance on each quiz, charted student progress, monitored student attitudes, analyzed the relationship between student attitude and performance,…
Descriptors: Computer Managed Instruction, Computers, Data Analysis, Engineering Education
Peer reviewedCrovello, Theodore J. – American Biology Teacher, 1982
Discusses the use of computers for nine different tasks in biological education: information retrieval, data accumulation, data analysis, simulation and systems analysis, decision making, experimental control, course review, computer-managed instruction, and word processing. (PEB)
Descriptors: Biological Sciences, College Science, Computer Assisted Instruction, Computer Managed Instruction
Chang, Chih-Kai; Chen, Gwo-Dong; Liu, Baw-Jhiune; Ou, Kou-Liang – 1998
As learners use World Wide Web-based distance learning systems over a period of years, large amounts of learning logs are generated. An instructor needs analysis tools to manage the logs and discover unusual patterns within them to improve instruction. However, logs of a Web server cannot serve as learners' portfolios to satisfy the requirements…
Descriptors: Computer Assisted Instruction, Computer Managed Instruction, Computer Mediated Communication, Computer System Design
