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An Integrated Approach for Knowledge Extraction and Analysis in Collaborative Knowledge Construction
Zhang, Ning; Ouyang, Fan – International Journal of Educational Technology in Higher Education, 2023
Collaborative knowledge construction (CKC) involved students' sharing of information, improvement of ideas, and construction of collective knowledge. In this process, knowledge extraction and analysis can provide valuable insights into students' knowledge capacities, depths, and levels in order to improve the CKC quality. However, existing studies…
Descriptors: Cooperative Learning, Computer Assisted Instruction, Concept Mapping, Learning Activities
Porouhan, Parham – International Journal of Web-Based Learning and Teaching Technologies, 2018
This article builds on the intersection of educational process mining and the automatic analysis of student's collaborative interaction data previously collected from a web-based multi-tabletop learning environment. The main focus of the article was to analyze and interpret the data using several process mining techniques in order to increase the…
Descriptors: Data Analysis, Cooperative Learning, Web Based Instruction, Student Participation
Tegos, Stergios; Demetriadis, Stavros – Educational Technology & Society, 2017
Research in computer-supported collaborative learning has indicated that conversational agents can be pedagogically beneficial when used to scaffold students' online discussions. In this study, we investigate the impact of an agile conversational agent that triggers student dialogue by making interventions based on the academically productive talk…
Descriptors: Cooperative Learning, Prior Learning, Intervention, Outcomes of Education
Adesope, Olusola O.; Cavagnetto, Andy; Hunsu, Nathaniel J.; Anguiano, Carlos; Lloyd, Joshua – Journal of Educational Computing Research, 2017
This study used a between-subjects experimental design to examine the effects of three different computer-based instructional strategies (concept map, refutation text, and expository scientific text) on science learning. Concept maps are node-link diagrams that show concepts as nodes and relationships among the concepts as labeled links.…
Descriptors: Comparative Analysis, Computer Assisted Instruction, Computer Uses in Education, Concept Mapping
Clariana, Roy B.; Engelmann, Tanja; Yu, Wu – Educational Technology Research and Development, 2013
Problem solving likely involves at least two broad stages, problem space representation and then problem solution (Newell and Simon, Human problem solving, 1972). The metric centrality that Freeman ("Social Networks" 1:215-239, 1978) implemented in social network analysis is offered here as a potential measure of both. This development research…
Descriptors: Computer Assisted Instruction, Social Networks, Network Analysis, Comparative Analysis
Yang, Yu-Fen – Educational Technology & Society, 2015
An incorrect concept map may obstruct a student's comprehension when writing summaries if they are unable to grasp key concepts when reading texts. The purpose of this study was to investigate the effects of automatic scaffolding and measurement of three-layer concept maps on improving university students' writing summaries. The automatic…
Descriptors: Foreign Countries, Concept Mapping, English (Second Language), Second Language Instruction
The Effects of Integrating Computer-Based Concept Mapping for Physics Learning in Junior High School
Chang, Cheng-Chieh; Yeh, Ting-Kuang; Shih, Chang-Ming – EURASIA Journal of Mathematics, Science & Technology Education, 2016
It generally is accepted that concept mapping has a noticeable impact on learning. But literatures show the use of concept mapping is not benefit all learners. The present study explored the effects of incorporating computer-based concept mapping in physics instruction. A total of 61 9th-grade students participated in this study. By using a…
Descriptors: Concept Mapping, Physics, Science Instruction, Foreign Countries
Lin, Yu-Tzu; Chang, Chia-Hu; Hou, Huei-Tse; Wu, Ke-Chou – Interactive Learning Environments, 2016
This study investigated the effectiveness of using Google Docs in collaborative concept mapping (CCM) by comparing it with a paper-and-pencil approach. A quasi-experimental study was conducted in a physics course. The control group drew concept maps using the paper-and-pencil method and face-to-face discussion, whereas the experimental group…
Descriptors: Internet, Search Engines, Concept Mapping, Cooperative Learning
Balim, Ali Günay – Irish Educational Studies, 2013
The study aims to investigate the effects of using mind maps and concept maps on students' learning of concepts in science courses. A total of 51 students participated in this study which used a quasi-experimental research design with pre-test/post-test control groups. The constructivist-inspired study was carried out in the sixth-grade science…
Descriptors: Pretests Posttests, Concept Mapping, Control Groups, Quasiexperimental Design
Kolloffel, Bas; Eysink, Tessa H. S.; de Jong, Ton – International Journal of Computer-Supported Collaborative Learning, 2011
Constructing a representation in which students express their domain understanding can help them improve their knowledge. Many different representational formats can be used to express one's domain understanding (e.g., concept maps, textual summaries, mathematical equations). The format can direct students' attention to specific aspects of the…
Descriptors: Concept Mapping, Cooperative Learning, Intuition, Equations (Mathematics)
Stanisavljevic, Jelena; Djuric, Dragan – Journal of Biological Education, 2013
The aim of this study is to compare the effectiveness of models of programmed instruction and conventional (informative-illustrative) expository teaching in terms of fulfilling the aims of the course "Human anatomy and physiology" which is included in the physiology programme and designed for undergraduate students majoring in biology…
Descriptors: Teaching Methods, Physiology, Anatomy, Biology
Kleemans, Tijs; Segers, Eliane; Droop, Mienke; Wentink, Hanneke – British Journal of Educational Technology, 2011
The present study investigated the differences in learning gain when performing a WebQuest with a well-defined versus an ill-defined assignment. Twenty boys and twenty girls (mean age 11; 10), attending a special primary education school, performed two WebQuests. In each WebQuest, they performed either a well-defined or an ill-defined assignment.…
Descriptors: Concept Mapping, Elementary School Students, Special Education, Special Needs Students
Segedy, James R.; Kinnebrew, John S.; Biswas, Gautam – Educational Technology Research and Development, 2013
Betty's Brain is an open-ended learning environment in which students learn about science topics by teaching a virtual agent named Betty through the construction of a visual causal map that represents the relevant science phenomena. The task is complex, and success requires the use of metacognitive strategies that support knowledge acquisition,…
Descriptors: Artificial Intelligence, Computer Simulation, Computer Mediated Communication, Intelligent Tutoring Systems
Wu, Po-Han; Hwang, Gwo-Jen; Milrad, Marcelo; Ke, Hui-Ru; Huang, Yueh-Min – British Journal of Educational Technology, 2012
Concept maps have been widely employed for helping students organise their knowledge as well as evaluating their knowledge structures in a wide range of subject matters. Although researchers have recognised concept maps as being an important educational tool, past experiences have also revealed the difficulty of evaluating the correctness of a…
Descriptors: Feedback (Response), Concept Mapping, Learning Strategies, Instructional Innovation
Liu, Pei-Lin – Computers & Education, 2011
This study aims to examine the effect of using computerized concept maps during the pre-writing phase on learners' writing performance. The research questions were: (1) What are the impacts of different computerized concept mapping treatments (no-mapping, individual-mapping, and cooperative-mapping) on writing performance for learners of different…
Descriptors: Concept Mapping, Writing Assignments, Cooperative Learning, College Freshmen
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