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Online Computer Supported Collaborative Analysis (OCSCA) platform for CSCL discourse analysis Wing Wong
Target users
Our goal: Develop a platform to connect teachers, researchers and tool developers.
Characteristics A platform for sharing raw CSCL data A platform for sharing analyzed results A platform for cross learning platform, cross cultural, etc. analyses A platform for CSCL analysis toolkit developers to collaborate A platform for CSCL research team to collaborate
General requirements Repository for sharing raw CSCL data and analyzed result Standardized CSCL ontology to enable cross CSCL platform analysis Standard protocol/API for communication with the proposed platform Simple interface to facilitate the manipulation of data by both researchers and teachers Possible to export the analyzed result to another analytical tool like SPSS
The platform architecture
Proposed Input Format - message message [message id:int] header author:string subject:string created date:datetime last modified date:datetime parent id:int body content:string scaffold:string (optional)  keywords:string (optional) references message id:int (optional)
Proposed Input format – read info read [read id:int] read date:datetime reader:string message id:int
Discourse Analysis Discourse analysis is an linguistics approach to study the application of spoken or written language. Objective:  Understand the use of language by participants in the process of collaborative learning. Identify the “idea” or “concept” or “knowledge” from the discourse. Related project:  Dr. Chan: Question Classification and Sentiment Analysis BNU team: Semantic forum for collaborative learning Dr. Lu: Sequential discourse analysis of CSCL online data
Content Analysis Content analysis is a social science methodology to classify the communication based on a set of predefined coding scheme. Objective: Enable an automated or semi-automated process of content analysis. Related Project: CITE team: Study of students’ engagement in knowledge building with discourse markers BNU team & CITE team: Visual Intelligent Content Analysis (VINCA) Dr. Carolyn Rose’s team: TagHelper
Other analyses Social Network Analysis (SNA) Social network analysis investigates the social relationships in terms of network theory. Many toolkits are available for SNA. Participatory Record Analysis Study the users’ participation with the log records auto-generated by the CSCL environment. Related Project: Analytic Toolkit (ATK) for Knowledge Forum
Visualization Objective: Visualize the analyzed results according to their time sequence and thread structure. Visualize the semantic proximity between communication. Related Project: Dr. Christopher Teplovs: Knowledge Space Visualizer (KSV) for knowledge forum
Questions The nature and scale of the extra work that needs to be done to bring current work up to the level to fit in with the systems map requirement  The priority of development

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Multiple Methods and Techniques in Analyzing Computer-Supported Collaborative Learning (CSCL) Data

  • 1. Online Computer Supported Collaborative Analysis (OCSCA) platform for CSCL discourse analysis Wing Wong
  • 3. Our goal: Develop a platform to connect teachers, researchers and tool developers.
  • 4. Characteristics A platform for sharing raw CSCL data A platform for sharing analyzed results A platform for cross learning platform, cross cultural, etc. analyses A platform for CSCL analysis toolkit developers to collaborate A platform for CSCL research team to collaborate
  • 5. General requirements Repository for sharing raw CSCL data and analyzed result Standardized CSCL ontology to enable cross CSCL platform analysis Standard protocol/API for communication with the proposed platform Simple interface to facilitate the manipulation of data by both researchers and teachers Possible to export the analyzed result to another analytical tool like SPSS
  • 7. Proposed Input Format - message message [message id:int] header author:string subject:string created date:datetime last modified date:datetime parent id:int body content:string scaffold:string (optional) keywords:string (optional) references message id:int (optional)
  • 8. Proposed Input format – read info read [read id:int] read date:datetime reader:string message id:int
  • 9. Discourse Analysis Discourse analysis is an linguistics approach to study the application of spoken or written language. Objective: Understand the use of language by participants in the process of collaborative learning. Identify the “idea” or “concept” or “knowledge” from the discourse. Related project: Dr. Chan: Question Classification and Sentiment Analysis BNU team: Semantic forum for collaborative learning Dr. Lu: Sequential discourse analysis of CSCL online data
  • 10. Content Analysis Content analysis is a social science methodology to classify the communication based on a set of predefined coding scheme. Objective: Enable an automated or semi-automated process of content analysis. Related Project: CITE team: Study of students’ engagement in knowledge building with discourse markers BNU team & CITE team: Visual Intelligent Content Analysis (VINCA) Dr. Carolyn Rose’s team: TagHelper
  • 11. Other analyses Social Network Analysis (SNA) Social network analysis investigates the social relationships in terms of network theory. Many toolkits are available for SNA. Participatory Record Analysis Study the users’ participation with the log records auto-generated by the CSCL environment. Related Project: Analytic Toolkit (ATK) for Knowledge Forum
  • 12. Visualization Objective: Visualize the analyzed results according to their time sequence and thread structure. Visualize the semantic proximity between communication. Related Project: Dr. Christopher Teplovs: Knowledge Space Visualizer (KSV) for knowledge forum
  • 13. Questions The nature and scale of the extra work that needs to be done to bring current work up to the level to fit in with the systems map requirement The priority of development