Group-Based Movie Recommendation System

dc.contributor.advisorNicholas, Charles
dc.contributor.authorLagwankar, Nikhil Kishor
dc.contributor.departmentComputer Science and Electrical Engineering
dc.contributor.programComputer Science
dc.date.accessioned2021-01-29T18:12:07Z
dc.date.available2021-01-29T18:12:07Z
dc.date.issued2019-01-01
dc.description.abstractA recommendation system can be defined as a content-filtering system thatattempts to predict the likes or dislikes of a user. In the past many companies likeAmazon, Google, Netflix etc. have come up with competitive and efficient recom-mendation systems based on users past activities or profiles. The problem at handis to provide recommendations based on a group of individuals. The requirementfor such a system arises as people engage in various group activities. For example agame of cards, going out on a picnic, watching movies etc. During such activities,existing recommendation systems will provide recommendations based on only oneindividual which may or may not be enjoyable for the rest of the group. To solvethese issues, I have designed a group-based recommendation for movies
dc.formatapplication:pdf
dc.genretheses
dc.identifierdoi:10.13016/m2s4rv-wj7y
dc.identifier.other12018
dc.identifier.urihttp://hdl.handle.net/11603/20668
dc.languageen
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Theses and Dissertations Collection
dc.relation.ispartofUMBC Graduate School Collection
dc.relation.ispartofUMBC Student Collection
dc.sourceOriginal File Name: Lagwankar_umbc_0434M_12018.pdf
dc.subjectCollaborative Filtering
dc.subjectGroup Recommendations
dc.subjectMatrix Factorization
dc.subjectMovie Recommendation
dc.titleGroup-Based Movie Recommendation System
dc.typeText
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