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Title: :  CONTENT BASED MOVIE RECOMMENDING SYSTEM
PaperId: :  19301
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19301
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SANDEEP LONKALAB. V. RAJU INSTITUTE OF TECHNOLOGY
DIDDI VENKATESHB. V. RAJU INSTITUTE OF TECHNOLOGY
D DILIP REDDYB. V. RAJU INSTITUTE OF TECHNOLOGY

Abstract

Information Technology
Python, Stream lit, Libraries (Ast, Pickle).
In the current era, most people are habituated to watching movies. Different people aspire to watch different genres of movies. So, the primary goal of movie recommendation systems is to filter and predict only those movies that a corresponding user is most likely to watch. In this, a web application is built to recommend five movies respective to the given movie using a machine learning model which converts content data to vectors and finds the similarity between movies through the angle between each vector. In this project, we used a content-based movie recommendation system. Content-based systems use metadata such as genre, producer, actor, and musician to recommend items say movies or music. Such a recommendation would be for instance recommending Infinity War which featured Vin Diesel because someone watched and liked The Fate of the Furious. Similarly, you can get music recommendations from certain artists because you liked their music. Content-based systems are based on the idea that if you liked a certain item, you are most likely to like something like it.

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IJARIIE SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. "CONTENT BASED MOVIE RECOMMENDING SYSTEM" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 1466-1471
MLA SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. "CONTENT BASED MOVIE RECOMMENDING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 1466-1471.
APA SANDEEP LONKALA, DIDDI VENKATESH, & D DILIP REDDY. (2023). CONTENT BASED MOVIE RECOMMENDING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 1466-1471.
Chicago SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. "CONTENT BASED MOVIE RECOMMENDING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 1466-1471.
Oxford SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. 'CONTENT BASED MOVIE RECOMMENDING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 1466-1471. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/CONTENT_BASED_MOVIE_RECOMMENDING_SYSTEM_ijariie19301.pdf (Accessed : 15 June 2025).
Harvard SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. (2023) 'CONTENT BASED MOVIE RECOMMENDING SYSTEM', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 1466-1471IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/CONTENT_BASED_MOVIE_RECOMMENDING_SYSTEM_ijariie19301.pdf (Accessed : 15 June 2025)
IEEE SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY, "CONTENT BASED MOVIE RECOMMENDING SYSTEM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 1466-1471, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/CONTENT_BASED_MOVIE_RECOMMENDING_SYSTEM_ijariie19301.pdf [Accessed : 15 June 2025].
Turabian SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. "CONTENT BASED MOVIE RECOMMENDING SYSTEM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (15 June 2025).
Vancouver SANDEEP LONKALA, DIDDI VENKATESH, and D DILIP REDDY. CONTENT BASED MOVIE RECOMMENDING SYSTEM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 15 June 2025]; 9(2) : 1466-1471. Available from: http://ijariie.com/AdminUploadPdf/CONTENT_BASED_MOVIE_RECOMMENDING_SYSTEM_ijariie19301.pdf
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