Movie Recommendation System using Content-based Filtering

Yeole Madhavi B.; Rokade Monika D.; Khatal Sunil S.

Movie Recommendation System using Content-based Filtering

July 2021

Vol-7, Issue-4

Paper ID: 14954

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Movie Recommendations Content-based Filtering Text to vector Vector similarity Hybrid approach

Abstract

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.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Yeole Madhavi B.	SPCOE
2	Rokade Monika D.	SPCOE
3	Khatal Sunil S.	SPCOE

How to Cite

Use the following formats to cite this article in your research.

APA Style

B., Yeole Madhavi, D., Rokade Monika, & S., Khatal Sunil (2021). Movie Recommendation System using Content-based Filtering. International Journal of Advance Research and Innovative Ideas In Education, 7(4), 633-648.

MLA Style

B., Yeole Madhavi, et al. "Movie Recommendation System using Content-based Filtering." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, 2021, pp. 633-648.

IEEE Style

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, 2021.

Vancouver Style

B. Yeole Madhavi, D. Rokade Monika, S. Khatal Sunil. Movie Recommendation System using Content-based Filtering. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(4):633-648.

Harvard Style

B., Yeole Madhavi, D., Rokade Monika, & S., Khatal Sunil (2021) 'Movie Recommendation System using Content-based Filtering', International Journal of Advance Research and Innovative Ideas In Education, 7(4), pp. 633-648.

Chicago Style

B., Yeole Madhavi, 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.

Turabian Style

B., Yeole Madhavi, 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.