Digital Personality: A Man Forever: Volume 3: Ontologies to Dialogue Generation
暫譯: 數位人格：永恆之人：第三卷：本體論與對話生成
Kaswan, Kuldeep Singh, Dhatterwal, Jagjit Singh, Nayyar, Anand
- 出版商: CRC
- 出版日期: 2025-05-27
- 售價: $5,760
- 貴賓價: 9.5 折 $5,472
- 語言: 英文
- 頁數: 424
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032860979
- ISBN-13: 9781032860978
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相關主題
商品描述
The book explores the creation of digital personalities that mimic human behaviour and cognition, authored by AI and computer science experts. It covers the technical foundations needed to develop advanced digital personas, focusing on the integration of ontologies, natural language processing (NLP), and dialogue generation. Ontologies are highlighted for their role in structuring knowledge, while NLP techniques are explored for enabling human-like dialogue. The book examines algorithms for sentiment analysis, entity recognition, and context understanding. Dialogue generation is also discussed, from rule-based methods to deep learning, emphasizing seamless user interactions. Ethical concerns, such as privacy, bias, and accountability, are addressed, advocating for responsible AI practices. This volume is a comprehensive resource for researchers and enthusiasts, offering both theoretical insights and practical guidance on building lifelike digital entities and fostering emotionally engaging human-computer interactions.
商品描述(中文翻譯)
本書探討了創建模仿人類行為和認知的數位人格，作者為人工智慧和計算機科學專家。內容涵蓋了開發先進數位角色所需的技術基礎，重點在於本體論、自然語言處理（NLP）和對話生成的整合。本體論在知識結構化中的角色受到強調，而NLP技術則被探討以實現類人對話。本書檢視了情感分析、實體識別和上下文理解的演算法。對話生成的討論涵蓋了從基於規則的方法到深度學習，強調無縫的用戶互動。倫理問題，如隱私、偏見和問責制，也得到了關注，倡導負責任的人工智慧實踐。本書是研究人員和愛好者的綜合資源，提供了理論見解和實用指導，幫助建立栩栩如生的數位實體並促進情感豐富的人機互動。
作者簡介
Kuldeep Singh Kaswan, is a Professor in School of Computer Science & Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India. His contributions focus on BCI, Cyborg and Data Science. He received a Doctorate in Computer Science from Banasthali Vidyapith, Rajasthan. He received a Doctor of Engineering (D. Eng.) from Dana Brain Health Institute, Iran. He has supervised many UG and PG projects of engineering students. He has published more than 80 Books and book chapters at National/International level.
Jagjit Singh Dhatterwal, is presently working as an Associate Professor in the Department of Artificial Intelligence & Data Science Koneru Lakshmaiah Education Foundation, Vaddeswaram, Andhra Pradesh, India. He has also worked with Maharishi Dayanand University, Rohtak and PDM University, Bahadurgarh, Haryana, India. His areas of interest include Artificial Intelligence, BCI, Cyborg and Multi-Agents Technology. He has published a number of books, book chapters, journal papers and conference papers.
Anand Nayyar, is with School of Computer Science as Professor, Scientist, Vice- Chairman (Research) and Director of IoT and Intelligent Systems Lab. He has published more than 250+ Research papers in ISI-SCI/SCIE/SSCI cum SCOPUS/ESCI Journals. He is listed in Top 2% Scientists and Research.com. He is Managing Editor of International Journal of Knowledge and Systems Science and Editor in Chief of International Journal of Smart Vehicles and Smart Vehicles, both published by IGI-Global, USA. His areas of interest include wireless sensor networks, Internet of Things, cloud computing, artificial intelligence and cyber security.
作者簡介(中文翻譯)
Kuldeep Singh Kaswan 是印度北方邦大諾伊達的 Galgotias 大學計算機科學與工程學院的教授。他的研究貢獻集中在腦機介面（BCI）、半人半機（Cyborg）和數據科學上。他在拉賈斯坦邦的 Banasthali Vidyapith 獲得計算機科學博士學位，並在伊朗的 Dana Brain Health Institute 獲得工程博士（D. Eng.）。他指導過許多本科和研究生的工程項目，並在國內外發表了超過 80 本書籍和書章。
Jagjit Singh Dhatterwal 目前在印度安得拉邦 Vaddeswaram 的 Koneru Lakshmaiah 教育基金會人工智慧與數據科學系擔任副教授。他曾在印度 Rohtak 的 Maharishi Dayanand 大學和哈里亞納邦的 PDM 大學工作。他的研究興趣包括人工智慧、腦機介面（BCI）、半人半機（Cyborg）和多代理技術。他發表了多本書籍、書章、期刊論文和會議論文。
Anand Nayyar 是計算機科學學院的教授、科學家、副主席（研究）及物聯網與智能系統實驗室的主任。他在 ISI-SCI/SCIE/SSCI 及 SCOPUS/ESCI 期刊上發表了超過 250 篇研究論文。他被列入前 2% 的科學家和 Research.com。他是《國際知識與系統科學期刊》的主編，以及《國際智能車輛期刊》的主編，這兩本期刊均由美國 IGI-Global 出版。他的研究興趣包括無線感測器網絡、物聯網、雲計算、人工智慧和網絡安全。
