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Park, Hyoung-Yong; Seo, Hae-Ae – International Baltic Symposium on Science and Technology Education, 2023
Evolution is a central concept that unifies all areas of life sciences. Despite longstanding scientific efforts in science education, the public's scientific awareness of evolution still needs to improve. Furthermore, teaching evolution is subject to recurring controversy. This study aimed to investigate the gap between public understanding of…
Descriptors: Evolution, Scientific Concepts, Computer Mediated Communication, Classification
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Sha, Lele; Rakovic, Mladen; Li, Yuheng; Whitelock-Wainwright, Alexander; Carroll, David; Gaševic, Dragan; Chen, Guanliang – International Educational Data Mining Society, 2021
Classifying educational forum posts is a longstanding task in the research of Learning Analytics and Educational Data Mining. Though this task has been tackled by applying both traditional Machine Learning (ML) approaches (e.g., Logistics Regression and Random Forest) and up-to-date Deep Learning (DL) approaches, there lacks a systematic…
Descriptors: Classification, Computer Mediated Communication, Learning Analytics, Data Analysis
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Balyan, Renu; Arner, Tracy; Taylor, Karen; Shin, Jinnie; Banawan, Michelle; Leite, Walter L.; McNamara, Danielle S. – International Educational Data Mining Society, 2022
The National Council of Teachers of Mathematics (NCTM) has been emphasizing the importance of teachers' pedagogical communication as part of mathematical teaching and learning for decades. Specifically, NCTM has provided guidance on how teachers can foster mathematical communication that positively impacts student learning. A teacher may have…
Descriptors: Tutoring, Guidelines, Mathematics Instruction, Computer Assisted Instruction
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Blobstein, Ariel; Gal, Kobi; Kim, Hyunsoo Gloria; Facciotti, Marc; Karger, David; Sripathi, Kamali – International Educational Data Mining Society, 2022
Emoji are commonly used in social media to convey attitudes and emotions. While popular, their use in educational contexts has been sparsely studied. This paper reports on the students' use of emoji in an online course forum in which students annotate and discuss course material in the margins of the online textbook. For this study, instructors…
Descriptors: Computer Mediated Communication, Nonverbal Communication, Social Media, Online Courses
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Karimi, Hamid; Derr, Tyler; Huang, Jiangtao; Tang, Jiliang – International Educational Data Mining Society, 2020
Online learning has attracted a large number of participants and is increasingly becoming very popular. However, the completion rates for online learning are notoriously low. Further, unlike traditional education systems, teachers, if any, are unable to comprehensively evaluate the learning gain of each student through the online learning…
Descriptors: Online Courses, Academic Achievement, Prediction, Teaching Methods
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Taniguchi, Yuta; Konomi, Shin'ichi; Goda, Yoshiko – International Association for Development of the Information Society, 2019
This study discusses the automatic coding methods of the Community of Inquiry (CoI) framework for multilingual contexts, in particular. In universities, foreign students cannot be overlooked, and learning systems are also required to work in multilingual situations. However, none of the existing work has addressed the lack of language-agnostic and…
Descriptors: Coding, Multilingualism, Foreign Students, College Students
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Bihani, Ankita; Paepcke, Andreas – International Educational Data Mining Society, 2018
We develop a random forest classifier that helps assign academic credit for a student's class forum participation. The classification target are the four classes created by student rank quartiles. Course content experts provided ground truth by ranking a limited number of post pairs. We expand this labeled set via data augmentation. We compute the…
Descriptors: College Credits, Classification, Computer Mediated Communication, Student Participation
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Batardière, Marie-Thérèse; Helm, Francesca – Research-publishing.net, 2016
This paper reports on two distinct models of telecollaboration--the Soliya Connect Program, a synchronous Computer Mediated Communication (CMC) project, and the Intercultural Franco-Irish Exchange, an asynchronous CMC project--which seek to provide students with a learning space to promote a more politically engaged and reflective pedagogy…
Descriptors: Intermode Differences, Computer Mediated Communication, Synchronous Communication, Intercultural Communication
Agrawal, Akshay; Venkatraman, Jagadish; Leonard, Shane; Paepcke, Andreas – International Educational Data Mining Society, 2015
In Massive Open Online Courses (MOOCs), struggling learners often seek help by posting questions in discussion forums. Unfortunately, given the large volume of discussion in MOOCs, instructors may overlook these learners' posts, detrimentally impacting the learning process and exacerbating attrition. In this paper, we present YouEDU, an…
Descriptors: Large Group Instruction, Distance Education, Technology Uses in Education, Educational Technology
Liu, Eric Zhi-Feng; Hou, Huei-Tse – International Association for Development of the Information Society, 2013
The development of Web 2.0 has ushered in a new set of web-based tools, including blogs. This study focused on how teachers use and manage their blogs. A sample of 165 teachers' blogs in Taiwan was analyzed by factor analysis, cluster analysis and qualitative content analysis. First, the teachers' blogs were analyzed according to six criteria…
Descriptors: Foreign Countries, Web 2.0 Technologies, Educational Technology, Technology Uses in Education
Palmer, W. P. – Online Submission, 1996
The concept of physical and chemical change is far from being the clearest and most self-explanatory concept in the world. If a number of chemists are asked to define physical and chemical change, there may well appear to be a fair degree of uniformity in their answers, until a few examples are suggested. When chemists are asked to place a variety…
Descriptors: Chemistry, Scientific Concepts, Knowledge Level, Textbooks
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Eastmond, Daniel V.; Lawrence, Betty H. – Journal of Educational Technology Systems, 1998
Presents a typology of course-delivery techniques (technology as a supplement, conferencing technology as a supplement, and technology as the primary instructional mode) used by the Center for Distance Learning at the State University of New York Empire State College. Describes instructional considerations for each type and approaches used for…
Descriptors: Classification, Computer Assisted Instruction, Computer Mediated Communication, Computer Networks
Soo, Keng-Soon; Bonk, Curt J. – 1998
Evolution of communication technology has enabled the educational community to interact synchronously or asynchronously with almost equal ease. Many instructors feel that synchronous interaction is the epitome of learning, while others feel that asynchronous interaction offers better learning opportunities. This paper uses the Delphi Technique in…
Descriptors: Classification, Computer Assisted Instruction, Computer Managed Instruction, Computer Mediated Communication
Payne, Deborah A.; Keating, Kelly A.; Myers, James D. – 1997
The William R. Wiley Environmental Molecular Sciences Laboratory (EMSL) at the Pacific Northwest National Laboratory (Washington) is a collaborative user facility with many unique scientific capabilities. The EMSL expects to support many of its remote users and collaborators by electronic means and is creating a collaborative environment for this…
Descriptors: Classification, Computer Interfaces, Computer Mediated Communication, Computer Software
Aoki, Kumiko; Fasse, Richard; Stowe, Sonny – 1998
The prevalence of the Internet and the World Wide Web in higher education has been transforming higher educational institutions in various degrees. There are a wide variety of terms indicating such phenomenon, ranging from "web-based instruction" and "online courses" to "cyber degrees" and "virtual…
Descriptors: Classification, Clearinghouses, Colleges, Computer Assisted Instruction
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