Artificial Intelligence and Society 5.0: Issues, Opportunities, and Challenges
暫譯: 人工智慧與社會5.0：議題、機會與挑戰
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)
本書所呈現的基於人工智慧的框架、演算法和應用，採取了「社會5.0」的視角——這是一種由數據、資訊和知識創新所支持的社會秩序。它展示了社會5.0在醫療保健、智慧城市和基礎設施等多個領域的當前案例研究。
主要特色：
- 詳細闡述大數據、網路物理系統、機器人技術、擴增實境與虛擬實境以及網路安全作為社會5.0的支柱。
- 展示人工智慧、架構、框架以及分散式和聯邦學習結構在社會5.0中的應用。
- 討論語音識別、影像分類、機器人流程自動化、自然語言生成和決策支持自動化。
- 闡明機器學習、深度學習、模糊系統和自然語言處理的應用。
- 包含社會5.0在教育、醫療、基礎設施和智慧城市等方面應用的案例研究。
本書特別針對計算機科學與工程、電機工程和資訊技術領域的研究生及研究人員。
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** 目前擔任印度旁遮普州拉吉普拉的 Chitkara 大學工程與技術學院計算機科學與工程系的副教授。他在研究和學術界擁有 15 年的經驗。Khullar 博士已完成計算機科學與工程的博士學位。在他的博士論文中，他開發了使用機器學習和深度學習以及物聯網 (IoT) 和嵌入式硬體的新型獨特輔助技術。他已發表超過 80 篇論文，主要研究成果發表在具有顯著影響因子的知名/索引期刊上。他已申請專利以解決大多數社會和商業問題。他曾擔任團隊領導，並組織了多個國際/國內會議、短期課程、教師發展計劃、研討會和網絡研討會。目前，他正致力於 5.0 社會中的智能物聯網、神經疾病的輔助技術、聯邦學習和可信人工智慧領域。
**Dr. Mohit Angurala** 目前擔任印度旁遮普州莫哈利的昌迪加爾大學 Apex 技術學院的副教授。他於 2021 年在 I.K Gujral 旁遮普技術大學完成計算機科學與工程的博士學位。他於 2014 年在旁遮普技術學院 (PTU 主校區) 獲得計算機科學與工程的碩士學位。此外，他還在阿姆利則的古魯納納克大學獲得人力資源的碩士學位 (MBA，遠程)。他於 2011 年在古達斯普爾的 Beant 工程與技術學院獲得資訊技術的學士學位。最近，他在班加羅爾的 IIIT 完成了機器學習和深度學習的高級認證。他的研究興趣包括無線感測器網路中的能源管理、拓撲管理、調變、網路安全、光學和物聯網。他的國際出版物總數為 44 篇，並發表了 4 篇書章和 1 本國際書籍。他的研究獲得了 4 項專利，其中 3 項已申請，1 項已獲得。他擔任多本知名國際期刊的編輯委員會成員和審稿人，如 Web of Science、Scopus 等。
**Dr. Vrajesh Sharma** 擔任旁遮普大學 SSG 區域中心的計算機中心負責人/系統經理，該中心是旁遮普大學在昌迪加爾的校外機構。他在 IKG 旁遮普技術大學獲得雲計算領域的博士學位。他是一位多才多藝的人，主要研究興趣包括雲計算、計算機網路、網路安全和防火牆，專注於雲計算中的排程演算法。他在旁遮普大學獲得科學學士學位，並在賈蘭達爾的旁遮普技術大學獲得計算機應用碩士學位，並獲得榮譽學位。他的工作經歷包括在行業、教育機構/學院和大學的 18 年以上的質量技術經驗。他擁有 2 項專利，並在知名期刊（索引於 SCIe、eSCI、Web of Science 和 Scopus）上發表了超過 18 篇論文/文章，參加了國際會議和國內研討會以及書章。因其在優先排程演算法以優化雲計算性能方面的研究和貢獻，他於 2020 年獲得 INSc 研究卓越獎。他曾擔任技術程序委員會成員、網絡研討會、研討會和會議的資源人員，並在學院和全印度廣播電台賈蘭達爾發表過多次專家演講。他已申請了 3 項專利。
**Dr. Nipun Chhabra** 目前擔任印度旁遮普州法格瓦拉的 GNA 大學 SEDA - E 的副教授。她在 I.K Gujral 旁遮普技術大學獲得博士學位。她在旁遮普技術大學（賈蘭達爾）獲得計算機應用碩士學位（榮譽），並在阿姆利則的古魯納納克大學獲得計算機應用學士學位。此外，她已通過教師國家資格考試 (UGC-NET)，主要研究興趣包括雲計算、去重和雲計算中的安全問題。她在知名期刊（索引於 SCIe、eSCI、Web of Science 和 Scopus）、國際會議/國內研討會上發表了超過 18 篇論文/文章，並在書中發表了 2 篇章節。她擁有超過 18 年的質量教學經驗，並曾是多個學術和研究委員會的成員。她已申請了 2 項專利。
