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Call for Papers:Vol.11 Issue.3

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Title: :  Movie Recommendation System using Content-based Filtering
PaperId: :  14954
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 4 2021
DUI:    16.0415/IJARIIE-14954
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yeole Madhavi B.SPCOE
Rokade Monika D.SPCOE
Khatal Sunil S.SPCOE

Abstract

Computer Engineering
Movie Recommendations, Content-based Filtering, Text to vector, Vector similarity, Hybrid approach
There is already enough content available on the movie recommendation system. Showing the movie recommendations is essential so that the user need not waste a lot of time searching for the content which he/she might like. Thus, movie recommendation system plays a vital role to get user personalized movie recommendations. After searching a lot on the internet and referring to a lot of research papers, we got to know that the recommendations made using Content-based Filtering are using a single text to vector conversion technique and a single technique to find the similarity between the vectors. In this research work, we have used multiple text to vector conversion techniques and manipulated the results of the multiple algorithms to get the final recommendation list. You can think of it as a hybrid approach using the Content-based Filtering technique only.

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IJARIIE Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. "Movie Recommendation System using Content-based Filtering" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 4 2021 Page 633-648
MLA Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. "Movie Recommendation System using Content-based Filtering." International Journal Of Advance Research And Innovative Ideas In Education 7.4(2021) : 633-648.
APA Yeole Madhavi B., Rokade Monika D., & Khatal Sunil S.. (2021). Movie Recommendation System using Content-based Filtering. International Journal Of Advance Research And Innovative Ideas In Education, 7(4), 633-648.
Chicago Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. "Movie Recommendation System using Content-based Filtering." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 4 (2021) : 633-648.
Oxford Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. 'Movie Recommendation System using Content-based Filtering', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, 2021, p. 633-648. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Movie_Recommendation_System_using_Content_based_Filtering_ijariie14954.pdf (Accessed : 27 March 2025).
Harvard Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. (2021) 'Movie Recommendation System using Content-based Filtering', International Journal Of Advance Research And Innovative Ideas In Education, 7(4), pp. 633-648IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Movie_Recommendation_System_using_Content_based_Filtering_ijariie14954.pdf (Accessed : 27 March 2025)
IEEE Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S., "Movie Recommendation System using Content-based Filtering," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, pp. 633-648, Jul-Aug 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Movie_Recommendation_System_using_Content_based_Filtering_ijariie14954.pdf [Accessed : 27 March 2025].
Turabian Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. "Movie Recommendation System using Content-based Filtering." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 4 (27 March 2025).
Vancouver Yeole Madhavi B., Rokade Monika D., and Khatal Sunil S.. Movie Recommendation System using Content-based Filtering. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 27 March 2025]; 7(4) : 633-648. Available from: https://ijariie.com/AdminUploadPdf/Movie_Recommendation_System_using_Content_based_Filtering_ijariie14954.pdf
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