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Curriculum Design Assistant System Based on Automatically-Generated Educational Ontologies
ArticleAbstract: This work describes the design and implementation of a functional assistant system to support instruPalabras claves:deep learning, Education, intelligent curricula, Learning Analytics, Natural Language processing, Ontologies, Word2VecAutores:Angel Fiallos Ordonez, Chehab X.O., Katherine Chiluiza Garcia, Xavier OchoaFuentes:googlescopusMultimodal selfies: Designing a multimodal recording device for students in traditional classrooms
Conference ObjectAbstract: The traditional recording of student interaction in classrooms has raised privacy concerns in both sPalabras claves:Data privacy, Learning Analytics, Multimodal recording, Recording qualityAutores:Federico X. Dominguez, Katherine Chiluiza Garcia, Vanessa Echeverria, Xavier OchoaFuentes:googlescopusVISLA: Visual aspects of learning analytics
Conference ObjectAbstract: In this paper, we briey describe the goal and activities of the LAK15 workshop on Visual Aspects ofPalabras claves:Information Visualisa-Tion, Learning Analytics, Visual AnalyticsAutores:Duval E., Gillet D., Govaerts S., Klerkx J., Pardo A., Parra D., Verbert K., Wolpers M., Xavier OchoaFuentes:scopusGame-Based Learning Analytics: Insights from an Integrated Design Process
OtherAbstract: Game-Based Learning Analytics (GBLA) is a method of integrating Game-Based Learning and Learning AnaPalabras claves:Feedback, Game-based learning, GBLA, Learning AnalyticsAutores:Boothe M., Madhumitha Gopalakrishnan, Mischa Huynh, Xavier Ochoa, Yanzhi WangFuentes:scopusAligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach
ArticleAbstract: To promote cross-community dialogue on matters of significance within the field of learning analyticPalabras claves:Action Research, aptitude-by-treatment interaction, behaviourism, Causal models, Cognitivism, COLLABORATION, constructivism, Curricular analytics, Distance education, educational epidemiology, Educational psychology, educational science, epistemology, Equity, evidence of learning, impact, incentives, Inequality, intervention, Learning Analytics, learning analytics loop, learning analytics research, learning analytics theory, learning outcome, Learning Outcomes, learning process, LEARNING PROCESSES, Learning sciences, Learning Theories, learning-performance distinction, Massive open online courses, measuring learning, Realism, Research projects, Social justice, Structural, systems, theory, treatment effect heterogeneityAutores:Anouschka van Leeuwen, Ashish Aggarwal, Ben Hicks, Brendan A. Schuetze, Caitlin Hayward, Catherine A. Manly, Drachsler H., Ferguson R., J. Weidlich, Jason M. Lodge, Jivet I., Khosravi H., Kimberly Williamson, Kitto K., Kizilcec R.F., Kovanović V., Lars van Rijn, Lujie Karen Chen, Marco Spruit, Matthieu Brinkhuis, Max van Haastrecht, Michael Hanses, Michael J. Meaney, Olga Viberg, Rebecca L. Matz, Shum S.B., Tsai Y.S., Valerie A. Guerrero, Veronica X. Yan, Xavier OchoaFuentes:scopusMultimodal Systems for Automated Oral Presentation Feedback: A Comparative Analysis
OtherAbstract: Educational institutions desire to provide their students with ample opportunity to practice oral coPalabras claves:Learning Analytics, Multimodal learning analytics, oral presentation skillsAutores:Xavier OchoaFuentes:scopusIntroduction to Multimodal Learning Analytics
OtherAbstract: This chapter provides an introduction and an overview of this edited book on Multimodal Learning AnaPalabras claves:AI in education, Learning Analytics, Multimodal learning analytics, sensor dataAutores:Giannakos M.N., Hammad R., Mitri D.D., Sharma K., Spikol D., Xavier OchoaFuentes:scopusThe Multimodal Learning Analytics Handbook
BookAbstract: This handbook is the first book ever covering the area of Multimodal Learning Analytics (MMLA). ThePalabras claves:affective learning processes, AI in education, cognitive learning processes, complex learning data, diverse learning spaces, Learning Analytics, machine learning in education, Multimodal analysis, Multimodal learning analytics, multimodal teachingAutores:Giannakos M.N., Hammad R., Mitri D.D., Sharma K., Spikol D., Xavier OchoaFuentes:scopusSupporting the shift to digital with student-centered learning analytics
ArticleAbstract: This paper is in response to the manuscript entitled “Student perceptions of privacy principles forPalabras claves:Data-informed decision-making, Ethics, Learning Analytics, ONLINE LEARNING, privacy, Student agencyAutores:Wise A.F., Xavier OchoaFuentes:scopusTechniques for data-driven curriculum analysis
Conference ObjectAbstract: One of the key promises of Learning Analytics research is to create tools that could help educationaPalabras claves:Curriculum Design, Learning AnalyticsAutores:Gonzalo Gabriel Méndez, Katherine Chiluiza Garcia, Xavier OchoaFuentes:googlescopus