Literaturnachweis - Detailanzeige
| Autor/inn/en | Khamparia, Aditya; Pandey, Babita |
|---|---|
| Titel | A Novel Method of Case Representation and Retrieval in CBR for E-Learning |
| Quelle | In: Education and Information Technologies, 22 (2017) 1, S.337-354 (18 Seiten)Infoseite zur Zeitschrift
PDF als Volltext |
| Sprache | englisch |
| Dokumenttyp | gedruckt; online; Zeitschriftenaufsatz |
| ISSN | 1360-2357 |
| DOI | 10.1007/s10639-015-9447-8 |
| Schlagwörter | Case Method (Teaching Technique); Instructional Innovation; Electronic Learning; Artificial Intelligence; Information Retrieval; Student Characteristics; Academic Achievement; Classification; Outcomes of Education; Course Content; Difficulty Level; Student Needs; Logical Thinking; Data Analysis |
| Abstract | In this paper we have discussed a novel method which has been developed for representation and retrieval of cases in case based reasoning (CBR) as a part of e-learning system which is based on various student features. In this approach we have integrated Artificial Neural Network (ANN) with Data mining (DM) and CBR. ANN is used to find the relationship between student characteristics and learning performance, DM to generate classification rules for learning outcomes which are further used to generate cases for the case base and CBR for reasoning. This adaptive system helps in facilitating the course content of different difficulty level to individuals according to their features. The result shows the above method provides the learning material to student as per their need and helps them to enhance their learning. (As Provided). |
| Anmerkungen | Springer. 233 Spring Street, New York, NY 10013. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-348-4505; e-mail: service-ny@springer.com; Web site: http://www.springerlink.com |
| Erfasst von | ERIC (Education Resources Information Center), Washington, DC |
| Update | 2020/1/01 |
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