Knowledge Graph and Semantic Web Technology based XAI

1. Auflage 2026
ISBN: 978-1-032-62681-9
Verlag: Taylor & Francis Ltd

Buch, Englisch, 242 Seiten, Format (B × H): 210 mm x 280 mm

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.

Zielgruppe

Academic

Autoren/Hrsg.

Devi, Runumi

Poongodi, T.

Prakash, S.

Kumar, T. Ganesh

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Multimedia
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering

Inhaltsverzeichnis

1. Integration of Deep Learning – based AI Model with Explainable AI (XAI) 2. Unlocking the Potential of Knowledge Graphs through Completion Techniques 3. Symbolic System, Neural Network and Semantic Web Technology Integration for Deep Learning 4. Mathematical Tools for Knowledge Representation 5. Cognitive Computational Systems Integrating Machine Learning and Automated Reasoning 6. Symbolic Knowledge Representation by ANN 7. Knowledge Representation for Human and Machine-Centric Explanations 8. Explainable AI: Bridging the Gap between Complexity and Interpretability 9. Interpretability, Transparency Assessment of AI Systems 10. Addressing Trustworthiness and Explainability Using Knowledge Graph 11. The Power of Automation: Exploring Robotic Process the Journey from Automation Theory to Implementation 12. Explainable Artificial Intelligence with Open Source Software 13. Knowledge Graph and Semantic Web Technology-based XAI Application of XAI in Different Domains 14. Developing Brain-Driven Systems Using Medical Image-Based Cognitive Intelligence and Machine Learning-Reasoning

Über Autor(innen)

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.