Data mining and learning analytics : applications in educational research

Bibliographic Details
Other Authors: ElAtia, Samira , 1973- (Editor), Ipperciel, Donald , 1967- (Editor), Zaiane, Osmar R. , 1965- (Editor)
Format: Book
Language:English
Published: Hoboken, New Jersey : John Wiley & Sons c2016
Series:Wiley Series on Methods and Applications in Data Mining
Subjects:

MARC

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050 0 0 |a LB1028.43   |b .D38 2016 
090 0 0 |a LB1028.43   |b .D38 2016 
245 0 0 |a Data mining and learning analytics :   |b applications in educational research   |c edited by Samira ElAtia, Donald Ipperciel, Osmar R. Zaiane 
264 1 |a Hoboken, New Jersey :   |b John Wiley & Sons   |c c2016 
300 |a xxviii, 283 pages :   |b illustration ;   |c 24 cm. 
336 |a text  |2 rdacontent 
337 |a unmediated  |2 rdamedia 
338 |a volume  |2 rdacarrier 
490 1 |a Wiley Series on Methods and Applications in Data Mining 
504 |a Includes bibliographical references and index 
505 0 |a 1. Educational process mining: a tutorial and case study using moodle data sets -- 2. On big data and text mining in the humanities -- 3. Finding predictors in higher education -- 4. Educational data mining: a mooc experience -- 5. Data mining and action research -- 6. Design of an adaptive learning system and educational data mining -- 7. The "geometry" of naive bayes: teaching probabilities by "Drawing" theam -- 8. Examining the learning networks of the a mooc -- 9. Exploring the usefulness of adaptive elearning laboratory environments in teaching medical science -- 10. Investigating co-occurrence patterns of learning" grammatical errors across proficiency levels and essay topics based on association analysis -- 11. Mining learning sequences in moocs: does course design constrain students' behaviors or do students shape their own learning? -- 12. Understanding communication patterns in moocs: combining data mining and qualitative methods -- 13. An example of data mining: exploring the relationship between applicant attributes and academic measures of success in a pharmacy program -- 14. A new of seeing: using data mining approach to understand children's views of diversity and "difference" in picture books -- 15. Data mining with natural language processing and corpus linguistics: unlocking access to school children's language in diverse contexts to improve instructional and assessment practices 
650 0 |a Data mining 
650 0 |a Educational statistics   |x Data processing 
650 0 |a Education   |x Research   |x Statistical methods 
700 1 |a ElAtia, Samira ,   |d 1973- ,   |e editor 
700 1 |a Ipperciel, Donald ,   |d 1967- ,   |e editor 
700 1 |a Zaiane, Osmar R. ,   |d 1965- ,   |e editor 
999 |a 1000169500   |b Book   |c OPEN SHELF (30 DAYS)   |e Tembila Campus