Artificial Intelligence and Society 5.0: Issues, Opportunities, and Challenges
Khullar, Vikas, Sharma, Vrajesh, Angurala, Mohit
相關主題
商品描述
The artificial intelligence-based framework, algorithms, and applications presented in this book take the perspective of Society 5.0 - a social order supported by innovation in data, information, and knowledge. It showcases current case studies of Society 5.0 in diverse areas such as healthcare, smart cities, and infrastructure.
Key Features:
- Elaborates on the use of big data, cyber-physical systems, robotics, augmented-virtual reality, and cybersecurity as pillars for Society 5.0.
- Showcases the use of artificial intelligence, architecture, frameworks, and distributed and federated learning structures in Society 5.0.
- Discusses speech recognition, image classification, robotic process automation, natural language generation, and decision support automation.
- Elucidates the application of machine learning, deep learning, fuzzy-based systems, and natural language processing.
- Includes case studies on the application of Society 5.0 aspects in educational, medical, infrastructure, and smart cities.
The book is intendended especially for graduate and postgraduate students, and academic researchers in the fields of computer science and engineering, electrical engineering, and information technology.
商品描述(中文翻譯)
本書介紹了基於人工智慧的框架、演算法和應用，以Society 5.0的觀點來支持社會秩序的創新，包括數據、信息和知識。書中展示了Society 5.0在醫療保健、智慧城市和基礎設施等不同領域的案例研究。
主要特點：
- 詳細介紹了大數據、物聯網、機器人技術、擴增虛擬現實和網絡安全等作為Society 5.0的支柱。
- 展示了人工智慧、架構、框架以及分散和聯邦學習結構在Society 5.0中的應用。
- 討論了語音識別、圖像分類、機器人流程自動化、自然語言生成和決策支持自動化。
- 闡述了機器學習、深度學習、模糊系統和自然語言處理的應用。
- 包括教育、醫療、基礎設施和智慧城市等領域中Society 5.0應用的案例研究。
本書特別適合計算機科學與工程、電氣工程和信息技術等領域的研究生和博士生，以及學術研究人員閱讀。
作者簡介
Dr Vikas Khullar is currently working as an Associate Professor at Department of Computer Science and Engineering, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India. He has 15 years of experience in research and academia. Dr Khullar has completed his Ph.D. in Computer Science and Engineering. During his Doctorate dissertation, he had developed new and unique assistive technologies with the use of machine learning and deep learning along with IOT and embedded hardware. He has published more than 80 publications. His major findings are published in reputed/indexed journals with significant impact factors. He has filed patents to tackle most social and commercial problems. He has acted as a team leader and has organized several international/national conferences, short term courses, faculty development programmes, seminars and webinars. At present, he is working in the field of Intelligent Internet of Things in Society 5.0, Assistive Technologies for Neurological Disorders, Federated Learning and Trusted Artificial Intelligence.
Dr. Mohit Angurala is currently working as an Associate Professor in the Apex Institute of Technology, Chandigarh University, Gharuan, Mohali, Punjab, India. He completed his Ph.D. degree in Computer Science and Engineering from I.K Gujral Punjab Technical University, Kapurthala, Punjab, in 2021. He has done Masters of Technology in Computer Science and Engineering, in 2014 form Punjab Institute of Technology, PTU Main Campus, Kapurthala, Punjab. In addition to this, he has obtained Master's degree (MBA in distance) in HR from Guru Nanak Dev University, Amritsar. He did his Bachelor of Technology in Information Technology, in 2011 from Beant College of Engineering and Technology, Gurdaspur, Punjab. Recently, he has completed his advanced certification in Machine learning and Deep Learning from IIIT Bangalore. His areas of Interests include energy management in wireless sensor networks, topology management, modulation, network security, optics and Internet of Things. He has a total 44 international publications in his records. He has published 4 book chapters and 1 international book as well. He has got 4 patents for his researches and out of which 3 are filed and one has already been granted. He is serving as an editorial board member and reviewer for many reputed international journals like Web of Science, Scopus and many others of high repute.
Dr. Vrajesh Sharma is working as an In-charge Computer Centre/System Manager at Panjab University SSG Regional Centre, Hoshiarpur which is an off-campus establishment of Panjab University, Chandigarh. He has attained his Ph.D. from IKG Punjab Technical University, Jalandhar in the field of Cloud Computer. He has a multifaceted personality and his major areas of interest are Cloud Computing, Computer Networks, Network security and Firewalls with the specialization in the field of Scheduling Algorithms in Cloud Computing. He did his Bachelors in Science under Panjab University, Chandigarh and obtained Masters in Computer Application with Hons. from Punjab Technical University, Jalandhar. His employment history includes over 18 years of qualitative technical experience in Industry, Educational Institutes/College and University. He holds two patents and has published over 18 papers/articles in reputed Journals (indexed in SCIe, eSCI, Web of Science & Scopus), International Conferences & National Seminars and Book Chapters, in total. For his research and contributions in the field of priority based scheduling algorithms for optimizing the performance of cloud computing, he has received the INSc Research Excellence Award in the year 2020. He has been a member of the Technical Program Committees, Resource Person for Webinars, Seminars & Conferences and has delivered various Expert Talks in Colleges & at All India Radio, Jalandhar, also. He have filled three patents.
Dr. Nipun Chhabra is currently working as an Associate Professor, SEDA - E, GNA University, Phagwara, Punjab, India. She has obtained her Ph.D. from I.K Gujral Punjab Technical University, Kapurthala, Punjab, India. She has done Masters of Computer Applications (with Hons) from Punjab Technical University, Jalandhar, Punjab and Bachelor of Computer Applications under Guru Nanak Dev University, Amritsar. In addition to this, she has qualified National Eligibility Test (UGC-NET) for teachers and her major areas of Interests include Cloud Computing, Deduplication and Security issues in Cloud Computing. She has published over 18 papers/articles in reputed Journals (indexed in SCIe, eSCI, Web of Science & Scopus), International Conferences/National Seminars and 02 Chapters in Books. She has over 18 years of qualitative teaching experience and she has been a member of various academic and research committees. He have filled two patents.
作者簡介(中文翻譯)
Dr. Vikas Khullar目前在印度旁遮普邦拉吉普拉的Chitkara大學工程技術學院的計算機科學與工程系擔任副教授。他在研究和學術界擁有15年的經驗。Khullar博士在計算機科學與工程領域獲得了博士學位。在他的博士論文期間，他利用機器學習、深度學習以及物聯網和嵌入式硬件開發了新的獨特的輔助技術。他已發表了80多篇論文，其中重要發現發表在聲譽良好/索引期刊上，具有顯著的影響因子。他已申請專利以解決大多數社會和商業問題。他擔任過團隊領導，組織過多個國際/國內會議、短期課程、教師培訓計劃、研討會和網絡研討會。目前，他在智能物聯網、神經系統疾病的輔助技術、聯邦學習和可信人工智能領域工作。
Dr. Mohit Angurala目前在印度旁遮普邦莫哈利的Chandigarh大學Apex技術學院擔任副教授。他於2021年從I.K Gujral旁遮普技術大學獲得計算機科學與工程博士學位。他於2014年在旁遮普技術大學Kapurthala分校獲得計算機科學與工程碩士學位。此外，他還在古魯納克德夫大學獲得了人力資源管理碩士學位（遠程MBA）。他於2011年在古爾達斯普爾的Beant工程與技術學院獲得了信息技術學士學位。最近，他從IIIT Bangalore獲得了機器學習和深度學習的高級證書。他的研究興趣包括無線傳感器網絡的能源管理、拓撲管理、調製、網絡安全、光學和物聯網。他共有44篇國際出版物，發表了4章書籍和1本國際書籍。他的研究已獲得4項專利，其中3項正在申請中，1項已經獲得授權。他擔任多個聲譽良好的國際期刊（如Web of Science、Scopus等）的編輯委員會成員和審稿人。
Dr. Vrajesh Sharma在印度旁遮普邦的Hoshiarpur擔任Panjab大學SSG區域中心的計算機中心/系統經理，該中心是Panjab大學的分校。他在IKG旁遮普技術大學獲得了雲計算領域的博士學位。他的主要研究興趣是雲計算、計算機網絡、網絡安全和防火牆，專注於雲計算中的調度算法。他在Panjab大學獲得了理學士學位，並在旁遮普技術大學獲得了計算機應用學碩士學位。他在工業、教育機構/學院和大學擁有超過18年的優質技術經驗。他擁有兩項專利，並在聲譽良好的期刊（SCIe、eSCI、Web of Science和Scopus）、國際會議和國家研討會以及書籍章節中發表了18篇論文/文章。由於他在優化雲計算性能的基於優先級的調度算法方面的研究和貢獻，他在2020年獲得了INSc研究卓越獎。他曾擔任技術計劃委員會的成員，網絡研討會、研討會和會議的資源人，並在學院和印度全國廣播電台Jalandhar發表過多次專題演講。他已填寫了三項專利。
