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Title: :  RECOMMENDER SYSTEM ON STRUCTURED DATA
PaperId: :  2062
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-2062
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Muhammad TahirDepartment of Computer Science, Abdul Wali Khan University Mardan, KPK. Pakistan
ShahzadDepartment of Computer Science, Abdul Wali Khan University Mardan, KPK. Pakistan
Nazia AzimDepartment of Computer Science, Abdul Wali Khan University Mardan, KPK. Pakistan
Izaz Ahmad KhanDepartment of Computer Science, Abdul Wali Khan University Mardan, KPK. Pakistan
Syed Roohullah JanDepartment of Computer Science, Abdul Wali Khan University Mardan, KPK, Pakistan
Fazlullah Khan Department of Computer Science, Abdul Wali Khan University Mardan, KPK. Pakistan

Abstract

Recommender system for documents ranking
section weight, term frequency, rank document.
The publications of research papers are increasing exponentially and to find the relevant paper to a research area or according a user query is crucial task. It is due to the large corpus of text data in different formats. If a user query on search engine to read a research paper, it will provide him a bundle of papers, now to find the relevancy of the paper; user will read one by one each paper. There are some techniques already exist as TF*IDF with many variations and content match search cited by and co-citation. Document ranking and the vector space model is nearest to our system. In this paper, we used a new approach for recommender system , it examine identify paper section then assign weights to each section , applying Paper section weights to determine what documents are more relevant to a user query. When papers retrieved then rank it on the basis of section weights. each paper ha four main sections are Paper Title, Abstract, Keywords, Introduction and Conclusion. In online survey we get best results against paper content match.

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IJARIIE Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . "RECOMMENDER SYSTEM ON STRUCTURED DATA" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 149-152
MLA Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . "RECOMMENDER SYSTEM ON STRUCTURED DATA." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 149-152.
APA Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, & Fazlullah Khan . (2016). RECOMMENDER SYSTEM ON STRUCTURED DATA. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 149-152.
Chicago Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . "RECOMMENDER SYSTEM ON STRUCTURED DATA." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 149-152.
Oxford Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . 'RECOMMENDER SYSTEM ON STRUCTURED DATA', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 149-152. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/RECOMMENDER_SYSTEM_ON__STRUCTURED_DATA_ijariie2062.pdf (Accessed : ).
Harvard Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . (2016) 'RECOMMENDER SYSTEM ON STRUCTURED DATA', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 149-152IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/RECOMMENDER_SYSTEM_ON__STRUCTURED_DATA_ijariie2062.pdf (Accessed : )
IEEE Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan , "RECOMMENDER SYSTEM ON STRUCTURED DATA," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 149-152, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/RECOMMENDER_SYSTEM_ON__STRUCTURED_DATA_ijariie2062.pdf [Accessed : ].
Turabian Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . "RECOMMENDER SYSTEM ON STRUCTURED DATA." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Muhammad Tahir, Shahzad, Nazia Azim, Izaz Ahmad Khan, Syed Roohullah Jan, and Fazlullah Khan . RECOMMENDER SYSTEM ON STRUCTURED DATA. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 149-152. Available from: https://ijariie.com/AdminUploadPdf/RECOMMENDER_SYSTEM_ON__STRUCTURED_DATA_ijariie2062.pdf
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