Integrated discourse analysis & learning skills framework for class conversations

Constructive interactions through discussion forums allow students to open their horizons and thought processes to acquire more knowledge and develop skills. Thus, discussion forums play an important role in supporting learning. Additionally, the discussion forum provides the content for creating a...

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Main Authors: TAN, Devyn Wei Hung, GOTTIPATI Swapna, SHIM, Kyong Jin, SHANKARARAMAN, Venky
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/6841
https://ink.library.smu.edu.sg/context/sis_research/article/7844/viewcontent/09637384.pdf
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-78442022-02-07T11:26:25Z Integrated discourse analysis & learning skills framework for class conversations TAN, Devyn Wei Hung GOTTIPATI Swapna, SHIM, Kyong Jin SHANKARARAMAN, Venky, Constructive interactions through discussion forums allow students to open their horizons and thought processes to acquire more knowledge and develop skills. Thus, discussion forums play an important role in supporting learning. Additionally, the discussion forum provides the content for creating a knowledge repository. It contains discussion threads related to key course topics that are debated by the students. One approach to understanding the student learning experience is through the analysis of the discussion threads. This research proposes the application of discourse analysis and collaborative learning frameworks to discussion forums to gain further insights into the student’s learning in a classroom. It is a foray into discourse analysis using in-class discussions. It demonstrates the application of Soller’s framework and Penn Discourse Treebank (PDTB) to understand interactions at the discourse and semantic level. It also shows the use of unsupervised automated techniques to diagnose interactions in textual data. In this paper, we present an Integrated Discourse Analysis and Collaborative Learning Skills (IDALS) framework based on in-class discussions. We describe our experiences of applying IDALS framework and evaluating the solution model in a graduate in-class discussion forum. We also highlight the benefits of using visualizations to present the insights to the instructors. 2021-10-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/6841 info:doi/10.1109/FIE49875.2021.9637384 https://ink.library.smu.edu.sg/context/sis_research/article/7844/viewcontent/09637384.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Collaborative learning analysis Online Discussion Forums PDTB framework Learner’s profile Databases and Information Systems Instructional Media Design
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Collaborative learning analysis
Online Discussion Forums
PDTB framework
Learner’s profile
Databases and Information Systems
Instructional Media Design
spellingShingle Collaborative learning analysis
Online Discussion Forums
PDTB framework
Learner’s profile
Databases and Information Systems
Instructional Media Design
TAN, Devyn Wei Hung
GOTTIPATI Swapna,
SHIM, Kyong Jin
SHANKARARAMAN, Venky,
Integrated discourse analysis & learning skills framework for class conversations
description Constructive interactions through discussion forums allow students to open their horizons and thought processes to acquire more knowledge and develop skills. Thus, discussion forums play an important role in supporting learning. Additionally, the discussion forum provides the content for creating a knowledge repository. It contains discussion threads related to key course topics that are debated by the students. One approach to understanding the student learning experience is through the analysis of the discussion threads. This research proposes the application of discourse analysis and collaborative learning frameworks to discussion forums to gain further insights into the student’s learning in a classroom. It is a foray into discourse analysis using in-class discussions. It demonstrates the application of Soller’s framework and Penn Discourse Treebank (PDTB) to understand interactions at the discourse and semantic level. It also shows the use of unsupervised automated techniques to diagnose interactions in textual data. In this paper, we present an Integrated Discourse Analysis and Collaborative Learning Skills (IDALS) framework based on in-class discussions. We describe our experiences of applying IDALS framework and evaluating the solution model in a graduate in-class discussion forum. We also highlight the benefits of using visualizations to present the insights to the instructors.
format text
author TAN, Devyn Wei Hung
GOTTIPATI Swapna,
SHIM, Kyong Jin
SHANKARARAMAN, Venky,
author_facet TAN, Devyn Wei Hung
GOTTIPATI Swapna,
SHIM, Kyong Jin
SHANKARARAMAN, Venky,
author_sort TAN, Devyn Wei Hung
title Integrated discourse analysis & learning skills framework for class conversations
title_short Integrated discourse analysis & learning skills framework for class conversations
title_full Integrated discourse analysis & learning skills framework for class conversations
title_fullStr Integrated discourse analysis & learning skills framework for class conversations
title_full_unstemmed Integrated discourse analysis & learning skills framework for class conversations
title_sort integrated discourse analysis & learning skills framework for class conversations
publisher Institutional Knowledge at Singapore Management University
publishDate 2021
url https://ink.library.smu.edu.sg/sis_research/6841
https://ink.library.smu.edu.sg/context/sis_research/article/7844/viewcontent/09637384.pdf
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