Название: Artificial Intelligence for Design and Process Science Автор: Sang C. Suh Издательство: Springer Год: 2025 Страниц: 203 Язык: английский Формат: pdf (true), epub Размер: 38.4 MB
This book provides a focused overview of what role Artificial Intelligence (AI) plays on the design and process of system development and perspectives on making it more and more relevant and beneficial for our society. It covers topics like large language models, Generative AI, intelligenticism, communication dynamics representation, feature selection, smart design and social wellbeing, and it demonstrates the general applicability of AI to various problems in transdisciplinary domains.
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.
Through the integration of neural networks, sentence transformers, and PyTorch, the AI-driven chatbot boasts a robust foundation for effectively addressing user queries. These technologies enable the chatbot to understand and respond intelligently to a diverse range of inquiries ensuring accuracy and efficiency in delivering information. By combining the power of Artificial Intelligence with the state-of-the-art natural language processing techniques, this chatbot serves as a valuable resource offering users a seamless and informative experience as they explore the dynamic and promising landscape of Computer Science education and careers.
Overall, this book is a source of inspiration for everybody in academia and research sectors working on the vision of creating a strong, fruitful and creative community of design and process science for social wellbeing through the development of AI technologies.
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