Table Of Content

IoT and AI Technologies for Sustainable Living This book brings together all the latest methodologies, tools and techniques related to the Internet of Things and Artificial Intelligence in a single volume to build insight into their use in sustainable living. The areas of application include agriculture, smart farming, healthcare, bioinformatics, s elf-diagnosis systems, body sensor networks, multimedia mining, and multimedia in forensics and security. This book provides a comprehensive discussion of modeling and implementa- tion in water resource optimization, recognizing pest patterns, traffic scheduling, web mining, cyber security and cyber forensics. It will help develop an understand- ing of the need for AI and IoT to have a sustainable era of human living. The tools covered include genetic algorithms, cloud computing, water resource management, web mining, machine learning, block chaining, learning algorithms, sentimental analysis and Natural Language Processing ( NLP). IoT and AI Technologies for Sustainable Living: A Practical Handbook will be a valuable source of knowledge for researchers, engineers, practitioners, and graduate and doctoral students working in the field of cloud computing. It will also be useful for faculty members of graduate schools and universities. IoT and AI Technologies for Sustainable Living A Practical Handbook Edited by Abid Hussain Garima Tyagi Sheng-Lung Peng First edition published 2023 by CRC Press 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742 and by CRC Press 4 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN CRC Press is an imprint of Taylor & Francis Group, LLC © 2023 Abid Hussain, Garima Tyagi and S heng-Lung Peng Reasonable efforts have been made to publish reliable data and information, but the author and pub- lisher cannot assume responsibility for the validity of all materials or the consequences of their use. 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For works that are not available on CCC please contact mpkbooks [email protected] Trademark notice: Product or corporate names may be trademarks or registered trademarks and are used only for identification and explanation without intent to infringe. Library of Congress Cataloging‑in‑Publication Data Names: Hussain, Abid (Economist), editor. | Tyagi, Garima, editor. | Peng, Sheng-Lung, editor. Title: IoT and AI technologies for sustainable living : a practical handbook / edited by Abid Hussain, Garima Tyagi, Sheng-Lung Peng. Description: First edition. | Boca Raton : CRC Press, 2023. | Includes bibliographical references and index. Identifiers: LCCN 2022020791 (print) | LCCN 2022020792 (ebook) | ISBN 9780367507114 (hardback) | ISBN 9780367507268 (paperback) | ISBN 9781003051022 (ebook) Subjects: LCSH: Artificial intelligence—Industrial applications. | Machine learning—Industrial applications. | Internet of things—Industrial applications. | Sustainable living—Technological innovations. | Green technology. Classification: LCC TA347.A78 I79 2023 (print) | LCC TA347.A78 (ebook) | DDC 628—dc23/eng/20220803 LC record available at https://lccn.loc.gov/2022020791 LC ebook record available at https://lccn.loc.gov/2022020792 ISBN: 9780367507114 ( hbk) ISBN: 9780367507268 ( pbk) ISBN: 9781003051022 ( ebk) DOI: 10.1201/ 9781003051022 Typeset in Times by codeMantra Preface Intelligence computing is an emerging research area that covers various fields such as machine learning, neural network, evolutionary algorithm, fuzzy system and computer science. Intelligence computing is used to investigate, simulate, analyze and solve real-world problems. Its ability to deal with uncertainty and imprecision has attracted researchers and practitioners to develop this field. In recent years, computational intelligence has been used to deal with various problems related to daily life. The need for smart devices has increased continuously, rang- ing from personal business assistants to appliances for entertainment. Digital cameras, wireless communication, sensors and multimedia are increasingly common technologies in these devices. Sensors help a device to collect data and wireless communication enables the device to communicate with other devices in the network to exchange information as well as receive instruction. These functions have encouraged the development of the Internet of Things, which in many ways supports our daily lives. Internet of Things refers to the interconnection of devices where the devices are able to exchange and consume data with minimal human intervention. It integrates new technologies, especially computing and communication technologies. The Internet of Things supports collaboration between industries, researchers and policymakers. It has created a new market that significantly changes the economy and society globally. This book‘s 17 chapters discuss various issues related to further research, development and the application of Computational Intelligence and the Internet of Things. Each chapter addresses specific issues such as robotics, industrial applications, government enhancement, security and weather. v Contents Preface v Editors ix Contributors xi 1 Rapid Application Development in Cloud Computing with IoT 1 Nirupma Singh and Abid Hussain 2 Integration of IoT with Artificial Intelligence in Health Care 29 N.K. Shiju, N. Ramachandran, Salini Suresh and Anubha Jain 3 Significant Role of IoT in Agriculture for Smart Farming 43 Rohit Maheshwari, Mohnish Vidyarthi and Parth Vidyarthi 4 Next Era of Computing with Machine Learning in Different Disciplines 57 R. Sabitha, J. Shanthini and S. Karthik 5 Self-Diagnosis in Healthcare Systems Using AI Chatbots 79 Bhawna Nigam, Naman Mehra and M. Niranjanamurthy 6 Digital Water: New Approach to Build Efficient Water Management Systems 93 Priyanka Verma and Anubha Jain 7 Online Recommendation Using Machine Learning (ML) and NLP 107 Mohnish Vidyarthi, Parth Vidyarthi and Rohit Maheshwari 8 Natural Language Processing and Translation Using Machine Learning 119 Garima Tyagi 9 Text and Multimedia Mining through Machine Learning 135 T. Kohilakanagalakshmi, K.R. Radhakrishnan, Salini Suresh, and Ruchi Nanda vii viii Contents 10 Application of IoT and Block Chaining for Business Analysis 155 K. Sheela, M. Mubina Begum and C. Priya 11 Applications of Body Sensor Network in Healthcare 171 K.R. Radhakrishnan, T. Kohilakanagalakshmi, Salini Suresh, T.M. Thiyagu and Amita Sharma 12 Sentimental Analysis with Web Engineering and Web Mining 197 Rahul Malik and Sagar Pande 13 Big Data in Cloud Computing - A Defense Mechanism 219 N. Ramachandran, Salini Suresh, Sunitha, Suneetha V, and Neha Tiwari 14 Sound and Precise Analysis of Web Applications for Injection Vulnerabilities 237 Chitsutha Soomlek, Krit Kamtuo and Ekkarat Boonchieng 15 Multimedia Applications in Forensics, Security and Intelligence 269 M. Mubina Begum and C. Priya 16 Advancements and Innovation in Digital Marketing and SEO 279 Anubha Jain, Chhavi Jain, Rahul G. Kargal and Salini Suresh 17 Advanced Wireless Solutions ( Case Studies on Application Scenarios) 317 Jyoti Prabha Editors Abid Hussain is an Associate Professor in the School of Computer Application at Career Point University. He obtained a post-graduate degree in Computer Application from the University of Kota. He also received his PhD in Computer Application from Singhania University, Jhunjhunu, Rajasthan. His areas of interest are Cloud Computing, Network Security, Open Source Technologies, Web Engineering and Cyber Security. He is also a Research Supervisor in Computer Science & Application at Career Point University. He has published research papers in national and international journals of computer science. He also worked as a reviewer for various national and international conferences. Garima Tyagi i s an Assistant Professor in the School of Computer Application at Career Point University. She received p ost-graduation degrees in Chemistry from Rohilkhand University and Computer Applications from JNRV University respectively. She com- pleted her Executive MBA in HR from EIILM University. Her research areas are VOIP, NLP, Algorithms and Soft Computing. Besides her research interest in Computer Science, she has also done a significant amount of research in the fields of TQM, BPR and HRM. Sheng-Lung Peng is a Professor in the Department of Creative Technologies and Product Design, National Taipei University of Business, Taoyuan, Taiwan. He received a BS degree in Mathematics from National Tsing Hua University, and MS and PhD degrees in Computer Science from the National Chung Cheng University and National Tsing Hua University, Taiwan, respectively. He is an honorary Professor at Beijing Information Science and Technology University of China, and a visiting Professor at Ningxia Institute of Science and Technology of China. He is now serving as the regional director of the ICPC Contest Council for Taiwan and director of the Institute of Information and Computing Machinery, Information Service Association of Chinese Colleges and Taiwan Association of Cloud Computing. He is also a supervisor of the Chinese Information Literacy Association and the Association of Algorithms and Computation Theory. His research interests are in designing and analyzing algorithms for Bioinformatics, Combinatorics, Data Mining, and Networks. Dr. Peng has edited several special issues in journals such as Soft Computing, Journal of Internet Technology, Journal of Computers and MDPI Algorithms. He is also a reviewer of more than ten journals such as IEEE Transactions on Emerging Topics in Computing, Theoretical Computer Science, Journal of Computer and System Sciences, Journal of Combinatorial Optimization, Journal of Modeling in Management, Soft Computing, Information Processing Letters, Discrete Mathematics, Discrete Applied Mathematics, and Discussiones Mathematicae Graph Theory. He has published more than 100 international conferences and journal papers. ix