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Pt. 1 | An introduction of e-learning systems, data mining and their interactions | 1 |
Ch. 1 | Web-based educational hypermedia | 3 |
Ch. 2 | Web mining for self-directed e-learning | 21 |
Ch. 3 | Data mining for the analysis of content interaction in Web-based learning and training systems | 41 |
Ch. 4 | On using data mining for browsing log analysis in learning environments | 57 |
Pt. 2 | Case studies experiences for e-learning : towards non-intrusive Web mining | 77 |
Ch. 5 | Recommender systems for e-learning : towards non-intrusive Web mining | 79 |
Ch. 6 | Active, context-dependent, data-centered techniques for e-learning a case study of a research paper recommender system | 97 |
Ch. 7 | Applying Web usage mining for the analysis of behavior in Web-based learning environments | 117 |
Ch. 8 | Association analysis for a Web-based educational system | 139 |
Ch. 9 | Data mining in personalizing distance education courses | 157 |
Ch. 10 | Rule mining with GBGP to improve Web-based adaptive educational systems | 173 |
Ch. 11 | Identifying gifted students and their learning paths using data mining techniques | 191 |
Ch. 12 | Data mining to support tutoring in virtual learning communities : experiences and challenges | 207 |
Ch. 13 | Analysis of user navigational behavior for e-learning personalization | 227 |
Ch. 14 | Automatically constructing and e-textbook via Web mining | 247 |
Ch. 15 | Online outlier detection of learners' irregular learning processes | 261 |
Ch. 16 | Use of data mining to examine an outreach call center's effectiveness and build a predictive model for classifying future marketing targets | 279 |
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Add Data Mining in E-Learning, The development of e-learning systems particularly, web-based education systems, has increased exponentially in recent years. Following this line, one of the most promising areas is the application of knowledge extraction. As one of the first of its kind,, Data Mining in E-Learning to the inventory that you are selling on WonderClubX
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Add Data Mining in E-Learning, The development of e-learning systems particularly, web-based education systems, has increased exponentially in recent years. Following this line, one of the most promising areas is the application of knowledge extraction. As one of the first of its kind,, Data Mining in E-Learning to your collection on WonderClub |