Evrim Baran, Dana AlZoubi, Anasilvia Salazar Morales
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引用次数: 0
Abstract
Abstract Computational analysis methods and machine learning techniques introduce innovative ways to capture classroom interactions and display data on analytics dashboards. Automated classroom analytics employ advanced data analysis, providing educators with comprehensive insights into student participation, engagement, and behavioral trends within classroom settings. Through the provision of context-sensitive feedback, automated classroom analytics systems can be integrated into the evidence-based pedagogical decision-making and reflective practice processes of faculty members in higher education institutions. This paper presents TEACHActive, an automated classroom analytics system, by detailing its design and implementation. It outlines the processes of stakeholder engagement and mapping, elucidates the benefits and obstacles associated with a comprehensive classroom analytics system design, and concludes by discussing significant implications. These implications propose user-centric design approaches for higher education researchers and practitioners to consider.
期刊介绍：
TechTrendsis a leading publication for professionals in the educational communication and technology field. As such its major purposes are: to provide a vehicle for the exchange of information among professional practitioners concerning the management of media and programs, the application of educational technology principles and techniques to instructional programs, corporate and military training, and any other kinds of information that can contribute to the advancement of knowledge of practice in the field, to provide a means by which practictioners can be kept current on the latest developments in the design, manufacture, and use of communications materials and devices; and to provide a vehicle for communication among the members of AECT to share information.
TechTrends considers manuscripts of the following types:Reports of innovative and/or exemplary practice. General articles discussing matters of concern to practitioners. Critical reviews of important literature, materials, and devices related to the field. Summaries of research translated into practical application. Reports of developmental programs and trends of national and international significance. News of the latest products, both materials and devices, for use in the field. Articles of use to managers and various specializations within the general educational communications and technology field.TechTrends is a peer-reviewed publication, and submitted manuscripts are reviewed without bias by a panel of consulting editors and other professionals with expertise in the topics TechTrendsis a leading publication for professionals in the educational communication and technology field. As such its major purposes are: to provide a vehicle for the exchange of information among professional practitioners concerning the management of media and programs, the application of e ducational technology principles and techniques to instructional programs, corporate and military training, and any other kinds of information that can contribute to the advancement of knowledge of practice in the field, to provide a means by which practictioners can be kept current on the latest developments in the design, manufacture, and use of communications materials and devices; and to provide a vehicle for communication among the members of AECT to share information.
TechTrends considers manuscripts of the following types:Reports of innovative and/or exemplary practice. General articles discussing matters of concern to practitioners. Critical reviews of important literature, materials, and devices related to the field. Summaries of research translated into practical application. Reports of developmental programs and trends of national and international significance. News of the latest products, both materials and devices, for use in the field. Articles of use to managers and various specializations within the general educational communications and technology field.TechTrends is a peer-reviewed publication, and submitted manuscripts are reviewed without bias by a panel of consulting editors and other professionals with expertise in the topics
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