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Title: :  Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset
PaperId: :  2429
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2429
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shardul M UpadhyayaL.J. Institute of Engineering and Technology
Dr. Shyamal TannaL.J. Institute of Engineering and Technology

Abstract

Data mining
Keyword Extraction, Information Retrieval, Automatic Indexation, Semantic Web, Ontology Learning Recommendation System, E-Learning.
In current information technology era with the growing use of various online educational resources such e-Learning platforms, learning portals, learning object repositories etc. it is necessity to define some approach which works on indexing for this educational resources which can facilitate in the task of knowledge discovery by performing efficient and accurate searching and retrieving operation on this learning resources. Traditional approach use on TF-IDF(term frequency-inverse document frequency) based automatic indexing which works on bag of word model and result in high dimensionality search space To solve this problem we proposed ontology based indexing approach which use OF-IDF (ontology frequency-inverse document frequency) and overcome the shortcoming of traditional indexing approach which is based on TF-IDF. We also develop recommendation engine which recommend the indexing article based on computer programming domain related ontology.

Citations

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IJARIIE Shardul M Upadhyaya, and Dr. Shyamal Tanna. "Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2392-2397
MLA Shardul M Upadhyaya, and Dr. Shyamal Tanna. "Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2392-2397.
APA Shardul M Upadhyaya, & Dr. Shyamal Tanna. (2016). Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2392-2397.
Chicago Shardul M Upadhyaya, and Dr. Shyamal Tanna. "Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2392-2397.
Oxford Shardul M Upadhyaya, and Dr. Shyamal Tanna. 'Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2392-2397. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Hadoop_Based_Effective_Metadata_Indexing_for_the_Improvement_of_Information_Retrieval_From_E_Learning_Asset_ijariie2429.pdf (Accessed : ).
Harvard Shardul M Upadhyaya, and Dr. Shyamal Tanna. (2016) 'Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2392-2397IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Hadoop_Based_Effective_Metadata_Indexing_for_the_Improvement_of_Information_Retrieval_From_E_Learning_Asset_ijariie2429.pdf (Accessed : )
IEEE Shardul M Upadhyaya, and Dr. Shyamal Tanna, "Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2392-2397, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Hadoop_Based_Effective_Metadata_Indexing_for_the_Improvement_of_Information_Retrieval_From_E_Learning_Asset_ijariie2429.pdf [Accessed : ].
Turabian Shardul M Upadhyaya, and Dr. Shyamal Tanna. "Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Shardul M Upadhyaya, and Dr. Shyamal Tanna. Hadoop Based Effective Metadata Indexing for the Improvement of Information Retrieval From E-Learning Asset. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 2392-2397. Available from: https://ijariie.com/AdminUploadPdf/Hadoop_Based_Effective_Metadata_Indexing_for_the_Improvement_of_Information_Retrieval_From_E_Learning_Asset_ijariie2429.pdf
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