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Title: :  Content Based Filtering Algorithm for Computer Science Research Article Recommendation
PaperId: :  21800
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21800
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sivasankari.RDepartment of Computer Applications (MCA), SRM Institute of Science and Technology, Ramapuram, Chennai
Dhilipan.JDepartment of Computer Applications (MCA), SRM Institute of Science and Technology, Ramapuram, Chennai

Abstract

computer Engineering
Research Article Recommendation, TF-IDF, Cosine similarity, Vectorization, Research Article Suggestion, CBRAlgorithm
It is common to find recommendation systems these days since the Internet has so much digital information uploaded every day. This overload of digital information makes it hard to find the specific information needed quickly. Recommendation systems are used to offer users a list of suggestions that may be required for user based on the data they provide. The fundamental purpose of these recommendation systems is to predict what the user might be interested in. Recommendation systems can be used in various fields, such as entertainment, shopping, business, etc. With the increased number of research articles, it is important for the researchers to have a recommendation system that makes searching for relevant articles simpler for the researcher. In this paper, we describe a recommendation system that uses proposed CBRAlgorithm to suggest the top ten papers based on the concept that the user inserts. As a matter of description, this article utilizes the concept of TFIDF to implement vectorization, and it uses a cosine similarity measure to find the relevant papers along with proposed CBRAlgorithm.

Citations

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IJARIIE Sivasankari.R, and Dhilipan.J. "Content Based Filtering Algorithm for Computer Science Research Article Recommendation" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 1992-1999
MLA Sivasankari.R, and Dhilipan.J. "Content Based Filtering Algorithm for Computer Science Research Article Recommendation." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 1992-1999.
APA Sivasankari.R, & Dhilipan.J. (2023). Content Based Filtering Algorithm for Computer Science Research Article Recommendation. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 1992-1999.
Chicago Sivasankari.R, and Dhilipan.J. "Content Based Filtering Algorithm for Computer Science Research Article Recommendation." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 1992-1999.
Oxford Sivasankari.R, and Dhilipan.J. 'Content Based Filtering Algorithm for Computer Science Research Article Recommendation', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 1992-1999. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Content_Based_Filtering_Algorithm_for_Computer_Science_Research_Article_Recommendation_ijariie21800.pdf (Accessed : 15 June 2025).
Harvard Sivasankari.R, and Dhilipan.J. (2023) 'Content Based Filtering Algorithm for Computer Science Research Article Recommendation', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 1992-1999IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Content_Based_Filtering_Algorithm_for_Computer_Science_Research_Article_Recommendation_ijariie21800.pdf (Accessed : 15 June 2025)
IEEE Sivasankari.R, and Dhilipan.J, "Content Based Filtering Algorithm for Computer Science Research Article Recommendation," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 1992-1999, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/Content_Based_Filtering_Algorithm_for_Computer_Science_Research_Article_Recommendation_ijariie21800.pdf [Accessed : 15 June 2025].
Turabian Sivasankari.R, and Dhilipan.J. "Content Based Filtering Algorithm for Computer Science Research Article Recommendation." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 (15 June 2025).
Vancouver Sivasankari.R, and Dhilipan.J. Content Based Filtering Algorithm for Computer Science Research Article Recommendation. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 15 June 2025]; 9(5) : 1992-1999. Available from: http://ijariie.com/AdminUploadPdf/Content_Based_Filtering_Algorithm_for_Computer_Science_Research_Article_Recommendation_ijariie21800.pdf
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