Annisa Zhafira Adhya, . (2026) RANCANG BANGUN WEBSITE KONSELING MAHASISWA BERBASIS NLP DENGAN DEEPSEEK AI UNTUK REKOMENDASI AKADEMIK DAN KARIER MAHASISWA FIK UPNVJ. Skripsi thesis, Universitas Pembangunan Nasional Veteran Jakarta.
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Abstract
The lack of socialization of counseling services at UPN "Veteran" Jakarta has caused many students of the Faculty of Computer Science to struggle in planning their academic paths, selecting specialization courses, and determining career prospects aligned with their competencies. To address this issue, a chatbot-based counseling website was developed, integrating DeepSeek AI and a Rule Based System to automatically analyze students' academic transcript data, including credit progress evaluation, thesis eligibility status, and specialization track consistency, which are subsequently used as personal context for the AI model to generate academic and career recommendations. The system was developed using the waterfall model with data collection conducted through literature review, questionnaires, and interviews. User Acceptance Testing involving 70 respondents from FIK UPNVJ yielded an overall score of 84.10% classified as Very Good, indicating that the system is suitable for use as a chatbot-based academic and career counseling platform.
| Item Type: | Thesis (Skripsi) |
|---|---|
| Additional Information: | [No.Panggil: 2210511106] [Pembimbing 1: Muhammad Adrezo] [Pembimbing 2: I Wayan Rangga Pinastawa] [Penguji 1: Musthofa Galih Pradana] [Penguji 2: Anita Muliawati] |
| Uncontrolled Keywords: | chatbot, career, DeepSeek AI, natural language processing, rule based system, student counseling, recommendation system |
| Subjects: | Q Science > QA Mathematics Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software |
| Divisions: | Fakultas Ilmu Komputer > Program Studi Informatika (S1) |
| Depositing User: | ANNISA ZHAFIRA ADHYA |
| Date Deposited: | 30 Jul 2026 06:47 |
| Last Modified: | 04 Sep 2026 08:03 |
| URI: | http://repository.upnvj.ac.id/id/eprint/52013 |
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