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Download full textSlater, Stefan; Baker, Ryan S.; Wang, Yeyu – International Educational Data Mining Society, 2020
Feature engineering, the construction of contextual and relevant features from system log data, is a crucial component of developing robust and interpretable models in educational data mining contexts. The practice of feature engineering depends on domain experts and system developers working in tandem in order to creatively identify actions and…
Descriptors: Data Analysis, Engineering, Classification, Models
Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild
Pugh, Samuel L.; Subburaj, Shree Krishna; Rao, Arjun Ramesh; Stewart, Angela E. B.; Andrews-Todd, Jessica; D'Mello, Sidney K. – International Educational Data Mining Society, 2021
We investigated the feasibility of using automatic speech recognition (ASR) and natural language processing (NLP) to classify collaborative problem solving (CPS) skills from recorded speech in noisy environments. We analyzed data from 44 dyads of middle and high school students who used videoconferencing to collaboratively solve physics and math…
Descriptors: Problem Solving, Cooperation, Middle School Students, High School Students
Direct linkKuba, Renata; Rahimi, Seyedahmad; Smith, Ginny; Shute, Valerie; Dai, Chih-Pu – Educational Technology Research and Development, 2021
Over three years, our research team has designed various learning supports for promoting content knowledge and solving game levels. In this case study, we examined the optimal design and the evaluation of learning support videos for a physics educational game. Often studies focus on investigating the effects of research-based principles without a…
Descriptors: Educational Games, Game Based Learning, Physics, Educational Principles
Kuba, Renata; Rahimi, Seyedahmad; Smith, Ginny; Shute, Valerie J.; Dai, Chih-Pu – Grantee Submission, 2021
Over three years, our research team has designed various learning supports for promoting content knowledge and solving game levels. In this case study, we examined the optimal design and the evaluation of learning support videos for a physics educational game. Often studies focus on investigating the effects of research-based principles without a…
Descriptors: Educational Games, Game Based Learning, Physics, Educational Principles
Mack Shelley, Editor; Ozkan Akman, Editor; Sabri Turgut, Editor – International Society for Technology, Education, and Science, 2024
"Proceedings of International Conference on Humanities, Social and Education Sciences" includes full papers presented at the International Conference on Humanities, Social and Education Sciences (iHSES) which took place on April 16-19, 2024, in San Francisco, California, United States of America. The aim of the conference is to offer…
Descriptors: Computer Uses in Education, Artificial Intelligence, Lifelong Learning, Community College Students
Al Husni, Noha M.; El Rouadi, Naim – Journal of Education and Learning, 2016
Interdisciplinary curriculum supports cognitive development through well planned lessons at early age. This article focuses on a specific experimental study done in 2010 on Grade 7 learners in a Lebanese private school to aid them in empowering their skills and competencies to solve a real life problem. The objective of this experimental study is…
Descriptors: Interdisciplinary Approach, Cognitive Development, Grade 7, Private Schools
Carrejo, David; Robertson, William H. – Online Submission, 2011
Computer-based mathematical modeling in physics is a process of constructing models of concepts and the relationships between them in the scientific characteristics of work. In this manner, computer-based modeling integrates the interactions of natural phenomenon through the use of models, which provide structure for theories and a base for…
Descriptors: Constructivism (Learning), Mathematical Models, Physics, Science Teachers
Urban, Michael J., Ed.; Falvo, David A., Ed. – IGI Global, 2016
The application of technology in classroom settings has equipped educators with innovative tools and techniques for effective teaching practice. Integrating digital technologies at the elementary and secondary levels helps to enrich the students' learning experience and maximize competency in the areas of science, technology, engineering, and…
Descriptors: Elementary Secondary Education, STEM Education, Outcomes of Education, Technology Integration
Alberghi, Stefano; Foschi, Alessandro; Pezzi, Giovanni; Ortolani, Fabio – Physics Teacher, 2007
An activity called "Project Physics, a Classroom Without Walls" was started during the spring of 2003 at the amusement park in Mirabilandia (Italy). Many thousands of students from Italian middle and high schools are today participating in the initiative. Under the guidance of trained tutors, they perform physics experiments on some of…
Descriptors: Physics, Foreign Countries, Science Experiments, Middle School Students
