Movie genre prediction using AI-generated data and natural language processing

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bracu.type.groupResearch Publications
datacite.rightsMetadata Only
dc.contributor.authorTanvir, Sifat
dc.contributor.authorAbontee, Ayesha Parpia
dc.contributor.author Rayhan, Md. Abu
dc.contributor.authorRahman, Md. Fuadur
dc.contributor.authorSultana, Tasnim
dc.contributor.authorAhmed, Ajwa
dc.contributor.departmentDepartment of Computer Science and Engineering
dc.date.accessioned2026-09-23T04:06:18Z
dc.date.available2026-09-23T04:06:18Z
dc.date.issued2023-01-01
dc.description.abstractEvery movie belongs to one or more specific genre. In this work, a dataset was prepared consisting of AI-generated movie titles and plots of 10 different genres. Text vectorization was used to convert every single word of the titles and plots into vectors. These vectors were used to predict which genre each movie belongs to. For training, a sequential neural network model was built and used, and an accuracy of almost 80% was achieved.
dc.description.versionPublished
dc.format.extent4 Pages
dc.identifier.citationS. Tanvir, A. P. Abontee, M. A. Rayhan, M. F. Rahman, T. Sultana and A. Ahmed, "Movie Genre Prediction Using AI-Generated Data and Natural Language Processing," 2023 26th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2023, pp. 1-4, doi: 10.1109/ICCIT60459.2023.10441105.
dc.identifier.doi10.1109/ICCIT60459.2023.10441105
dc.identifier.issn9798350359015
dc.identifier.other2-s2.0-85187353754
dc.identifier.urihttps://hdl.handle.net/10361/30163
dc.language.isoen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.hasversion10.1109/ICCIT60459.2023.10441105
dc.relation.ispartof2023 26th International Conference on Computer and Information Technology Iccit 2023
dc.relation.ispartofseries2023 26th International Conference on Computer and Information Technology Iccit 2023
dc.relation.urihttps://ieeexplore.ieee.org/document/10441105
dc.subjectComputational modeling
dc.subjectNeural networks
dc.subjectMotion pictures
dc.subjectNatural language processing
dc.subjectInformation technology
dc.subjectText vectorization
dc.subjectGPT-3.5
dc.subject.lcshNatural language processing (Computer science).
dc.titleMovie genre prediction using AI-generated data and natural language processing
dc.typeConference Proceeding
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.identifier.scopus-author-id57222386558
person.identifier.scopus-author-id58931452300
person.identifier.scopus-author-id56378850300
person.identifier.scopus-author-id58931067900
person.identifier.scopus-author-id58930289700
person.identifier.scopus-author-id58931068000

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