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Analysis & Visualisation of data Providing feedback for supporting instructors Predicting student performance Recommendations for students Student modelling Grouping students Social Network Analysis (SNA) Developing concept maps Constructing courseware Planning/scheduling/monitoring Experimentation/observation
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Web crawler Screen scraping Flat file database/Logfile extractor Structured database extractor
Simple data format conversion Simple data transformation operations Advanced data transformation operations Mathematical transformation of data for analysis
Basic statistics and data summarization Data mining methods and algorithms
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Students/Learners/Consumers Teachers/Tutors/Managers Developers/Designers Researchers Organisations/Institutions/Firms Others
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