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Back to the Basics: Bayesian Extensions of IRT Outperform Neural Networks for Proficiency Estimation
Wilson, Kevin H.; Karklin, Yan; Han, Bojian; Ekanadham, Chaitanya – International Educational Data Mining Society, 2016
Estimating student proficiency is an important task for computer based learning systems. We compare a family of IRT-based proficiency estimation methods to Deep Knowledge Tracing (DKT), a recently proposed recurrent neural network model with promising initial results. We evaluate how well each model predicts a student's future response given…
Descriptors: Item Response Theory, Bayesian Statistics, Computation, Artificial Intelligence
Meurice, Alice; Henin, Véronique; Van Reet, Marie – Research-publishing.net, 2019
We are three teachers of business English in higher education who have developed a project for our second-year management students to co-create their own video document, exploring a business question. Our intention is to determine whether the complexity of our entire teaching sequence, and more specifically the use of Information and Communication…
Descriptors: Student Reaction, Emotional Response, Second Language Learning, Computer Assisted Instruction
Garg, Devendra P. – 1975
In order to obtain student feedback in computer programing courses at Duke University, a computer-based anonymous audience response system was used. This system consisted of a minicomputer, voting consoles, and a large electronic display. Students set their voting consoles in response to the question and the minicomputer interrogated the consoles.…
Descriptors: College Students, Computer Assisted Instruction, Computer Programs, Computer Science Education
Marriott, Philip; Hiscock, Jane – 2002
This paper reports on a two-year exploratory study to determine the viability of voice-based threaded discussions forums as a means of stimulating discussion and understanding of weekly readings as part of a large undergraduate communications course. From March to June 2001, 600 students participating in a large introduction to communication…
Descriptors: Computer Assisted Instruction, Computer Mediated Communication, Discussion (Teaching Technique), Foreign Countries
Haefner, Joel – 1995
For one instructor, the thought that introducing hypertext into a writing class would immediately revolutionize that environment proved to be naive. The cautions issued by some academics--that hypertext may "disempower" student writers, took on a real urgency in his class. At this point, there are a number of paradigms already…
Descriptors: Computer Assisted Instruction, Computers, Critical Theory, Females
Peer reviewedBull, Susan – Computers & Education, 1994
Describes the student model of an intelligent computer-assisted language learning (CALL) system that is based on current theories in the field of second-language acquisition. Highlights include acquisition order of the target rules; language learning strategies; language transfer; language awareness; and student reactions. (Contains seven…
Descriptors: Artificial Intelligence, Computer Assisted Instruction, Higher Education, Language Research
Kollmeier, Harold H. – 1997
The feasibility of conducting computer science courses in artificial intelligence at a small liberal arts college is examined. The following problems are examined in detail: isolation; student abililty, motivation and expectation; equipment; and faculty readiness. Providing a focus to the discussion, three issues are addressed in terms of…
Descriptors: Artificial Intelligence, Computer Assisted Instruction, Computer Science, Higher Education
Herrmann, Andrea W. – 1984
The computer represents an instrument of change for students and teachers alike. For most students learning to use the computer to write, the writing process is temporarily more difficult and stressful and capable of creating a highly charged, emotional trauma for the writer. The constraints of learning what keys to push and how to get out of…
Descriptors: Adjustment (to Environment), Computer Assisted Instruction, Higher Education, Microcomputers
McQuail, Josephine A. – 1995
Whatever the view an educator takes of collaborative learning, it does seem that it takes a lot of class time. However, computer networking capabilities allow for all the advantages of collaborative learning without requiring the instructor to devote large blocks of precious in-class time to encourage it. Five good ways to use networking…
Descriptors: Computer Assisted Instruction, Cooperative Learning, Dialog Journals, Electronic Mail
Wise, Richard L. – 1987
This study focuses on student response to computer-assisted instruction (CAI) after it was introduced into a college level physical geography course, "Introduction to Weather and Climate." PLATO, a University of Illinois mainframe network developed in the 1960s, was selected for its user friendliness, its large supply of courseware, its…
Descriptors: Computer Assisted Instruction, Educational Research, Geography, Higher Education
Klobas, Jane Elisabeth; Renzi, Stefano – Proceedings of the ASIST Annual Meeting, 2001
Explores students' psychological responses to an introductory Internet course delivered using computer-supported collaborative learning. Data were collected in pre- and post-course surveys and through observation of patterns of participation. Students' self-efficacy for learning and preference for collaborative work increased, while their…
Descriptors: Computer Assisted Instruction, Computer Attitudes, Cooperation, Cooperative Education
Hocking, Joan – 1983
To determine whether computer assisted instruction was just a fad or a viable alternative to traditional methods for teaching English composition, a microcomputer was used in a traditional college freshman English course. The class was divided into small groups: some went to the computer lab, while others worked in the classroom. Interactive…
Descriptors: College English, Computer Assisted Instruction, Course Evaluation, Educational Change
Sulcic, Viktorija; Lesjak, Dusan – 2002
Online distance education is being introduced at the Faculty of Economics and Business, University of Maribor (Slovenia) for an e-business course within which an experience about students' acceptability of online distance education was conducted. In spring 2001, an experiment with online materials (in place of regular lectures) for an e-business…
Descriptors: Computer Assisted Instruction, Computer Attitudes, Distance Education, Educational Technology
Weisser, Christian – 1997
Most instructors today feel that using computers in classrooms to create electronic forums automatically results in a more egalitarian setting, but technology can become an effective cloak for otherwise oppressive practices. These settings can potentially reinscribe dominant ideologies, stifling students rather than empowering them. These…
Descriptors: Classroom Environment, Computer Assisted Instruction, Computer Mediated Communication, Computer Networks
Weeden, Scott R. – 1996
According to author David Roochnik, the "tragedy of logos" refers to the condition of having a "logos" (meaning a view of the rational structure of the world) and colliding with its limits and limitations. The tragedy of logos arises when some event or experience shows that things are otherwise, because tragedy entails the…
Descriptors: Classroom Techniques, Computer Assisted Instruction, Computer Mediated Communication, Computer Networks


