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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
Chaudhry, Ritwick; Singh, Harvineet; Dogga, Pradeep; Saini, Shiv Kumar – International Educational Data Mining Society, 2018
Interactive learning environments facilitate learning by providing hints to fill the gaps in the understanding of a concept. Studies suggest that hints are not used optimally by learners. Either they are used unnecessarily or not used at all. It has been shown that learning outcomes can be improved by providing hints when needed. An effective…
Descriptors: Student Behavior, Prediction, Models, Intelligent Tutoring Systems
McKellar, Sarah E.; Marchand, Aixa Daphne; Diemer, Matthew; Malanchuk, Oksana – AERA Online Paper Repository, 2016
Student self-concept of math ability (SCMA) and math utility value shape course-taking patterns, achievement, and entree into mathematics-intensive college majors (Eccles & Wigfield, 2005). The development of SCMA and math utility value are embedded in social contexts (Marsh et al., 2005). School racial climate is a particularly important…
Descriptors: Self Concept, Mathematics Skills, African American Students, Racial Composition
Lanni, Joseph C. – 1997
The Longitudinal Student Success Study was a six-year study to identify factors associated with to student success at a large Eastern community college. The study focused on American Black students as one group of students likely to have different background characteristics and preparedness levels than what generally facilitates success at a…
Descriptors: Academic Achievement, Academic Aspiration, Academic Persistence, Black Students
Anderman, Eric M.; And Others – 1995
Hierarchical linear modeling was used to examine the effects of individual and classroom level factors on reported value of mathematics for students (n=557) in grades three, four, and six. Data for this study came from the "Childhood and Beyond" study. Results indicated that the use of computers and computer efficacy were both positively related…
Descriptors: Classroom Environment, Computer Literacy, Elementary Education, Individual Differences
Bonotto, Cinzia – International Group for the Psychology of Mathematics Education, 2003
In this report we present preliminary results of a study on the relationship between informal out-of-school and formal in-school mathematics and the ways each can inform the other in the development of new mathematical knowledge, in this case concerning computation in base 12, 24 or 60. This study is based on a teaching experiment involving a…
Descriptors: Class Activities, Mathematics Education, Play, Learning Activities
Connell, Michael L., Ed.; Lowery, Norene Vail, Ed.; Harnisch, Delwyn L., Ed. – 2001
This document contains the following papers on mathematics from the SITE (Society for Information Technology & Teacher Education) 2001 conference: "Secondary Mathematics Methods Course with Technology Units: Encouraging Pre-Service Teachers To Use Technology" (Rajee Amarasinghe); "Competency Exams in College Mathematics"…
Descriptors: Computer Uses in Education, Educational Technology, Elementary Secondary Education, Higher Education
Marsh, Herbert W.; Koller, Olaf; Baumert, Jurgen – 2000
This paper examines the educational results of the reunification of East and West Germany. Specifically, it discusses what happened to students' self-concept when the East German system, which was highly standardized, was combined with the West German schools, which were highly differentiated and based on achievement. To study this result,…
Descriptors: Academic Achievement, Comparative Analysis, Educational Environment, Elementary Secondary Education
Connell, Michael L., Ed.; Lowery, Norene Vail, Ed.; Harnisch, Delwyn L., Ed. – 2002
This document contains the following papers on mathematics from the SITE (Society for Information Technology & Teacher Education) 2002 conference: (1) "Teachers' Learning of Mathematics in the Presence of Technology: Participatory Cognitive Apprenticeship" (Mara Alagic); (2) "A Fractal Is a Pattern in Your Neighborhood" (Craig N. Bach); (3)…
Descriptors: Computer Uses in Education, Educational Technology, Elementary Secondary Education, Higher Education
Thompson, Mary, Ed.; Price, Jerry, Ed. – 2002
This document contains 142 papers on PT3 (Preparing Tomorrow's Teachers to use Technology) from the SITE (Society for Information Technology & Teacher Education) 2002 conference. Topics covered include: a technology in urban education summit; student professional development; meeting NCATE (National Council of Teachers of English) standards;…
Descriptors: Computer Uses in Education, Educational Technology, Higher Education, Information Technology