{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/indian-regional-movie-dataset-for-recommender","title":"Indian Regional Movie Dataset for Recommender Systems","arxiv_id":"1801.02203","date":"2018-01-07","proceeding":null,"authors":["Prerna Agarwal","Richa Verma","Angshul Majumdar"],"abstract":"Indian regional movie dataset is the first database of regional Indian\nmovies, users and their ratings. It consists of movies belonging to 18\ndifferent Indian regional languages and metadata of users with varying\ndemographics. Through this dataset, the diversity of Indian regional cinema and\nits huge viewership is captured. We analyze the dataset that contains roughly\n10K ratings of 919 users and 2,851 movies using some supervised and\nunsupervised collaborative filtering techniques like Probabilistic Matrix\nFactorization, Matrix Completion, Blind Compressed Sensing etc. The dataset\nconsists of metadata information of users like age, occupation, home state and\nknown languages. It also consists of metadata of movies like genre, language,\nrelease year and cast. India has a wide base of viewers which is evident by the\nlarge number of movies released every year and the huge box-office revenue.\nThis dataset can be used for designing recommendation systems for Indian users\nand regional movies, which do not, yet, exist. The dataset can be downloaded\nfrom \\href{https://goo.gl/EmTPv6}{https://goo.gl/EmTPv6}.","url_abs":"http://arxiv.org/abs/1801.02203v1","url_pdf":"http://arxiv.org/pdf/1801.02203v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"indian-regional-movie-dataset-for-recommender","repo_url":"https://github.com/MadPr0grammer/CF_Project","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"indian-regional-movie-dataset-for-recommender","repo_url":"https://github.com/vipin14119/Recommender_System_AutoEncoder","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[{"task_slug":"collaborative-filtering","task_name":"Collaborative Filtering"},{"task_slug":"diversity","task_name":"Diversity"},{"task_slug":"matrix-completion","task_name":"Matrix Completion"},{"task_slug":"recommendation-systems","task_name":"Recommendation Systems"},{"task_slug":"compressed-sensing","task_name":"compressed sensing"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}