Sentiment scope:

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creativework.keywordssentiment, smartphone reviews, topic modeling
dc.contributor.advisorSapuay-Guillen, Sheena I.
dc.contributor.authorDuque, Gilwu Asher G.
dc.contributor.authorEstepa, Ma. Angelica N.
dc.contributor.authorGalvez, Raphael Antonio B.
dc.contributor.authorManahan, John Felix R.
dc.contributor.authorPatajo, Odrei John C.
dc.contributor.chairPimentel, Emmalou B.
dc.contributor.committeememberNisperos, Zhella Anne V.
dc.contributor.committeememberNovencido, Denver A.
dc.date.accessioned2026-03-17T03:29:39Z
dc.date.available2026-03-17T03:29:39Z
dc.date.issued2025-11
dc.descriptionFull text
dc.description.abstractSentiment Scope: Sentiment-Driven Smartphone Reviews with Topic Modeling is a study that aimed to provide users insights about customer reviews regarding smartphones through Sentiment Analysis and Topic Modeling. The study utilized Natural Language Processing techniques to deliver machine learning abilities in the form of an interactive web application. The main objective of the study was to give users an efficient and innovative way to gather information about smartphones before making a decision to purchase. Information like sentiments and commonly mentioned topics can be useful for consumers that were not tech-savvy or well informed about specific smartphones. Ultimately, the integration of sentiment analysis and topic modeling offered an efficient and innovative approach to understanding consumer perspectives, allowing users to make more informed purchasing decisions in a competitive smartphone market.
dc.format.extentxi, 71 p.: ill. (col.).
dc.identifier.citationDuque, G. A. G., Estepa, M. A. N., Galvez, R. A. B., Manahan, J. F. R., & Patajo, O. J. C. (2025). Sentiment scope: Sentiment-driven smartphone review with topic modeling. [Unpublished Undergraduate Thesis]. Don Mariano Marcos Memorial State University - Mid La Union Campus, City of San Fernando, La Union. Lakasa ti Sirib, DMMMSU Institutional Repository.
dc.identifier.urihttps://lakasa.dmmmsu.edu.ph/handle/123456789/1213
dc.language.isoEnglish
dc.publisherDon Mariano Marcos Memorial State University – Mid La Union Campus
dc.rights.licenseCC BY 4.0
dc.sdgSDG 9
dc.sdgSDG 12
dc.subjectSentimentalism
dc.subjectSmartphones
dc.subjectReviews
dc.subjectModeling
dc.subjectComputer simulation
dc.subjectClient/server computing
dc.subjectModels and modelmaking
dc.subjectUML (Computer science)
dc.subjectOSI (Computer network standard)
dc.titleSentiment scope:
dc.title.alternativeSentiment-driven smartphone review with topic modeling
dc.typeThesis
dcterms.accessRightsOpen access
thesis.degree.disciplineCollege of Information Technology
thesis.degree.levelUndergraduate
thesis.degree.nameBachelor of Science in Information Technology
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