A significant challenge faced by many students and parents is the lack of clear information about the diverse range of available courses and career paths in the ever-evolving landscape of higher education. This informational gap often results in students making uninformed choices, leading to academic struggles and disappointment for both students and their parents. Particularly in the field of computer science, where numerous bright majors and rewarding careers exist, many students lack awareness of the available opportunities and how to navigate the learning process. Recognizing the pivotal role of emerging technologies, this paper introduces an AI-driven chatbot called CSACbot (Computer Science as Career bot) developed using neural networks, sentence transformers, and PyTorch. This chatbot serves as an innovative solution to provide comprehensive information about the field of computer science, guiding students and parents in making informed decisions about courses, majors, and potential careers. By efficiently and accurately addressing user queries, this AI-driven chatbot aims to bridge the information gap, empowering students to embark on successful academic journeys in computer science.

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Demystifying Computer Science: A Sentence Transformers and Neural Networks-Powered Chatbot

  • Sang C. Suh,
  • Swetha Reddy Pathuri

摘要

A significant challenge faced by many students and parents is the lack of clear information about the diverse range of available courses and career paths in the ever-evolving landscape of higher education. This informational gap often results in students making uninformed choices, leading to academic struggles and disappointment for both students and their parents. Particularly in the field of computer science, where numerous bright majors and rewarding careers exist, many students lack awareness of the available opportunities and how to navigate the learning process. Recognizing the pivotal role of emerging technologies, this paper introduces an AI-driven chatbot called CSACbot (Computer Science as Career bot) developed using neural networks, sentence transformers, and PyTorch. This chatbot serves as an innovative solution to provide comprehensive information about the field of computer science, guiding students and parents in making informed decisions about courses, majors, and potential careers. By efficiently and accurately addressing user queries, this AI-driven chatbot aims to bridge the information gap, empowering students to embark on successful academic journeys in computer science.