Aug 2026· 2026 International Conference on Secure Information Systems and Technologies (ICSIST)· pp. 1427-1432· 0 citations· 17 references
Abstract
LevelUp Club uses an AI structure that combines Large Models of Language with Social Learning Approaches to give each student personalized help. The sudden change in the job market has shown how bad customary career counseling is, leaving students in a "Guidance Gap." The software uses a mix of Google Gemini Flash 2.0, a 36-item RIASEC test, and a weighted algorithm that gives 40% to personality, 30% to skills, 20% to behavior, and 10% to goals to give very accurate job methods. Cosine similarity and K-Means clustering are used to make tiny networks that help peers learn from each other by connecting them to their goals. LevelUp Club is a fast and helpful way to move up in your career, with an 87% satisfaction rate and a 2.3-second delay.
The dialogue evaluation of student counseling in colleges and universities relies on human supervision, which faces the problems of strong subjectivity, high cost and lagging feedback, and the consistency between different supervisors is only medium. Different from clinical counseling, college counseling focuses on dev...
The intended system is designed to minimize the manual screening time, enhance screening transparency in the shortlisting process, and offer a scalable recruitment system that fits more closely with the needs of modern recruitment processes.
The results show that the RAG architecture provides a scalable alternative for creating precise, contextually grounded conversational agents, thereby mitigating some of the main drawbacks of LLMs.
Rabia Shabbir, K. Talpur, Shakeel Ahmad· ICCK Transactions on Machine...· 0 citations
This project presents an AI-Powered College Enquiry Chatbot that automates common college-related queries using Retrieval-Augmented Generation (RAG) and provides an administrative dashboard for managing FAQ content and monitoring chatbot performance.
G. Vamsi, N. Charan· International Journal for Re...· 0 citations
Higher education organizations face a huge number of repetitive inquiries from students regarding admissions, fee payments, exams, scholarships, placements, and other campus-related aspects. Inquiries are made in various languages, resulting in communication difficulties and increased work pressure on the administrativ...
Abhijit Shankar Jadhav, Gajul N. B.· Recent Research Reviews Jour...· 0 citations
Higher-education institutions devote a substantial share of their staff time to answering queries whose answers are already set out in institutional regulations. This paper presents the design and evaluation of an academic chatbot based on retrieval-augmented generation that lets users query those documents in natural...
Jhon Paúl Guadalupe Andrade, Blanca Topón-Visarrea, Christian Iza· Revista Tecnológica - ESPOL· 0 citations
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