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Transforming mentorship: an AI-powered chatbot approach to university guidance

bracu.degree.levelUndergraduate
bracu.type.groupStudent Works
datacite.rightsOpen Access
dc.contributor.advisorSadeque, Farig Yousuf
dc.contributor.advisorFarhan, Niloy
dc.contributor.authorAbedin, Mantaqa
dc.contributor.authorAnsari, MD Faizul Islam
dc.contributor.authorAbir, Monowar Zamil
dc.contributor.authorReza, Adib
dc.contributor.authorRahman, Mashrur
dc.contributor.departmentDepartment of Computer Science and Engineering
dc.date.accessioned2025-06-25T04:04:42Z
dc.date.available2025-06-25T04:04:42Z
dc.date.copyright2025
dc.date.issued2025-01
dc.descriptionCataloged from PDF version of thesis.
dc.descriptionIncludes bibliographical references (pages 58-60).
dc.descriptionThis thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2025.en_US
dc.description.abstractChatbots are agents designed for communicating with humans and mimic the human- human interaction style. They can understand natural language and communicate with users through it. In this complicated digital world, university students face enormous challenges throughout their undergraduate journey. Universities cannot appoint that many mentors to attend to every student’s query. Even though there are a notable number of digital tools and platforms to support students, there re- mains a gap in personalized guidance for newcomers, specifically in the form of chatbots. A digital mentor to meet the specific demands and difficulties faced by new students is what will help them handle academic obstacles more effectively. Filling this crucial gap is essential for the creation of supportive and inclusive ed ucational technologies. Our research aims to design and develop a corpus-based chatbot that will primarily serve as a mentor to students. The interactive chatbot will be able to communicate with the user through informal dialogue generated by natural language processing. Finally, it will conclude by finding and assessing any biases that the chatbot may exhibit. This chatbot can assist first-year students by answering their questions. It can also help students obtain a sense of the topics of a course and plan an elective class routine for their semesters. Thus, it will assist students during their academic life of open-credit universities.en_US
dc.description.degreeBachelor of Science in Computer Science
dc.description.statementofresponsibilityMantaqa Abedin
dc.description.statementofresponsibilityMD Faizul Islam Ansari
dc.description.statementofresponsibilityMonowar Zamil Abir
dc.description.statementofresponsibilityAdib Reza
dc.description.statementofresponsibilityMashrur Rahman
dc.format.extent68 pages
dc.identifier.otherID 23241130
dc.identifier.otherID 24141189
dc.identifier.otherID 21201187
dc.identifier.otherID 24141197
dc.identifier.otherID 24141214
dc.identifier.urihttp://hdl.handle.net/10361/26287
dc.language.isoenen_US
dc.publisherBRAC Universityen_US
dc.rightsBRAC University theses reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission.
dc.subjectChatboten_US
dc.subjectCorpus-baseden_US
dc.subjectNatural Language Processing (NLP)en_US
dc.subjectPersonalized guidanceen_US
dc.subjectInteractive chatboten_US
dc.subjectEducational technologyen_US
dc.subjectInformal dialogueen_US
dc.subjectOpen-credit universitiesen_US
dc.subjectBias assessmenten_US
dc.subject.lcshNatural language processing (Computer science)
dc.subject.lcshArtificial intelligence
dc.titleTransforming mentorship: an AI-powered chatbot approach to university guidanceen_US
dc.typeThesisen_US

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