Knowledge Graph and Semantic Web Technology Based Xai
暫譯: 基於知識圖譜與語義網技術的可解釋人工智慧

Poongodi, T., Devi, Runumi, Prakash, S.

  • 出版商: CRC
  • 出版日期: 2026-06-30
  • 售價: $2,510
  • 貴賓價: 9.5$2,384
  • 語言: 英文
  • 頁數: 230
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 103262681X
  • ISBN-13: 9781032626819
  • 相關分類: Large language model區塊鏈 Blockchain
  • 尚未上市,無法訂購

商品描述

The transformative impact of emerging technologies such as AI, blockchain, and machine learning on industries and societies, particularly in Africa, can drive sustainable development, improve governance, and address global challenges like climate change, economic inequality, and data privacy. Knowledge Graph and Semantic Web Technology based XAI offers readers a comprehensive study of these developments. Through real-world examples and practical insights, it demonstrates how AI and blockchain can solve pressing issues in such sectors as education, agriculture, and finance. This book emphasizes the potential of these technologies in fostering economic growth, improving transparency, and advancing social development in Africa.

- Explores AI, blockchain, and machine learning in the context of Africa's development
- Highlights the role of emerging technologies in addressing global challenges
- Discusses the applications of these technologies in various sectors
- Provides practical examples and real-world insights
- Examines the risks, including cybersecurity and data privacy
- Offers a balanced combination of technical depth and accessibility

Knowledge Graph and Semantic Web Technology based XAI is for scholars, professionals, and policymakers interested in the role of emerging technologies in sustainable development, especially in Africa.

商品描述(中文翻譯)

新興技術如人工智慧(AI)、區塊鏈和機器學習對產業和社會的變革性影響,特別是在非洲,可以推動可持續發展、改善治理,並解決全球挑戰,如氣候變遷、經濟不平等和數據隱私。《基於知識圖譜和語義網技術的可解釋人工智慧(XAI)》為讀者提供了這些發展的綜合研究。通過真實案例和實用見解,本書展示了人工智慧和區塊鏈如何解決教育、農業和金融等領域的緊迫問題。本書強調這些技術在促進經濟增長、改善透明度和推進非洲社會發展方面的潛力。

- 探討人工智慧、區塊鏈和機器學習在非洲發展中的背景
- 突出新興技術在應對全球挑戰中的角色
- 討論這些技術在各個領域的應用
- 提供實用的例子和真實世界的見解
- 檢視風險,包括網絡安全和數據隱私
- 提供技術深度與可讀性之間的平衡

《基於知識圖譜和語義網技術的可解釋人工智慧(XAI)》適合對新興技術在可持續發展中角色感興趣的學者、專業人士和政策制定者,特別是在非洲。

作者簡介

T. Poongodi is currently working as a Professor in the School of Computing Science & Engineering at the Galgotias University, Delhi - NCR, India. She received her Ph.D. degree in Information Technology (Information and Communication Engineering) from Anna University, Tamil Nadu, India. Her current research interests include Network Security, Wireless Ad Hoc and Sensor Networks, Internet of Things (IoT), Computer Networks, and Blockchain Technology for emerging communication networks. She is CISCO, Oracle Academy certified, and handling networking, Structured Query Language courses. Dr. T. Poongodi is the author of over 40+ book chapters including some reputed publishers. She has published 15+ books in the areas of Internet of Things, Data Analytics, Blockchain Technology, Artificial Intelligence, Machine Learning, and Healthcare Informatics, published by reputed publishers.

Runumi Devi is presently working as an Associate Professor in the School of Computing Science & Engineering at the Galgotias University, Delhi - NCR, India. She received her Ph.D. degree in Information Technology (Semantic Framework for Sharing Data in an Interoperable Healthcare Environment) form Amity University, Noida, India. She did her MTech (Masters of Technology) in Computer Science & Engineering from GGSIP, Delhi, India and Master in Computer Applications from Jorhat Engineering College, Assam, India. Her current research interests include Ontology Engineering, Knowledge Engineering, Artificial Intelligence, Machine Learning, Semantic Web Technology. She is also RPA certified by UiPath Academy.

S. Prakash is working as an Assistant Professor in the School of Computing Science and Engineering, Presidency University, Bangalore, India. He is pursuing Ph.D. in Computer Science and Engineering, Galgotias University, Delhi - NCR, India. He has completed M.E in Computer Science and Engineering from Anna University, Tamil Nadu, India. His research interests include the Internet of Things, Natural Language Processing, Semantic Web, Cryptography and Network Security, Knowledge Engineering and Artificial Intelligence. He has published few articles in various International Journals, International Conferences, and book chapters in Scrivener Publishing. He received awards namely the Research and Innovation award on year of 2020 and 2021 from Galgotias University.

T. Ganesh Kumar received his Master of Engineering in Computer Science and Engineering from Manonmaniam Sundaranar University, Tirunelveli, India. He completed a Fulltime PhD in Computer Science and Engineering in the Department of Computer Science and Engineering at Manonmaniam Sundaranar University, Tirunelveli in the year 2016. Currently, He is working as an Associate Professor in the School of Computing Science & Engineering, Galgotias University, Greater Noida, Delhi NCR, India. He has published in many SCI and Scopus Indexed Journals. He has published many Indian patents and international patents.

作者簡介(中文翻譯)

T. Poongodi 目前在印度德里 - NCR 的 Galgotias 大學計算科學與工程學院擔任教授。她在印度泰米爾納德邦的安娜大學獲得資訊科技(資訊與通信工程)博士學位。她目前的研究興趣包括網路安全、無線即時網路與感測器網路、物聯網(IoT)、計算機網路以及針對新興通信網路的區塊鏈技術。她是 CISCO 和 Oracle Academy 認證的,並教授網路和結構化查詢語言課程。T. Poongodi 博士是超過 40 本書章的作者,包括一些知名出版社的作品。她已出版 15 本以上的書籍,涵蓋物聯網、數據分析、區塊鏈技術、人工智慧、機器學習和健康資訊學等領域,均由知名出版社出版。

Runumi Devi 目前在印度德里 - NCR 的 Galgotias 大學計算科學與工程學院擔任副教授。她在印度諾伊達的阿米提大學獲得資訊科技(在可互操作的健康環境中共享數據的語義框架)博士學位。她在印度德里的 GGSIP 獲得計算機科學與工程的碩士學位,並在印度阿薩姆的喬爾哈特工程學院獲得計算機應用碩士學位。她目前的研究興趣包括本體工程、知識工程、人工智慧、機器學習和語義網技術。她還獲得 UiPath Academy 的 RPA 認證。

S. Prakash 在印度班加羅爾的總統大學計算科學與工程學院擔任助理教授。他正在 Galgotias 大學攻讀計算機科學與工程的博士學位。他在印度泰米爾納德邦的安娜大學完成計算機科學與工程的碩士學位。他的研究興趣包括物聯網、自然語言處理、語義網、密碼學與網路安全、知識工程和人工智慧。他在各種國際期刊、國際會議和 Scrivener Publishing 的書章中發表了一些文章。他於 2020 年和 2021 年獲得 Galgotias 大學的研究與創新獎。

T. Ganesh Kumar 在印度提魯內維利的 Manonmaniam Sundaranar 大學獲得計算機科學與工程的碩士學位。他於 2016 年在 Manonmaniam Sundaranar 大學的計算機科學與工程系完成全日制博士學位。目前,他在印度德里 NCR 的 Greater Noida 的 Galgotias 大學計算科學與工程學院擔任副教授。他在許多 SCI 和 Scopus 索引的期刊上發表過文章,並擁有多項印度和國際專利。