商品描述
This book provides in-depth knowledge in the areas of convergence of cloud-IoT technologies and industry 4.0 with society 5.0, machine-to-machine communication, machine-to-person communication, techno-psychological perspective of society 5.0, sentiment analysis of smart digital societies, multi-access edge computing for 5G networks, discovery & location reporting of multi-access edge enabled clients/servers, m-health systems, enhancing the concert of M-health technologies in smart societies, supervising communication services in smart societies, life quality enhancement in smart city societies, multiple disease infection predictions, and societal opinion mining algorithms for smart cities societies using cloud-IoT integrated intelligent machine / deep learning technologies to the readers in the distributive environment. In this book, the authors have mandatorily discussed the implementation of cloud-IoT based machine learning technologies like clustering technique, Naïve Bayes classifier, artificial neural network (ANN), Firefly algorithm, Rough set classifiers, support vector machine classifier, decision tree classifier, ensemble classifier, random forest, and deep learning algorithms to analyze the behavior of intelligent machines and human habits using automated data scheduling and smart digital networks.
At present, we live in a self-motivated and dynamic global society where technologies and challenges are unexpectedly changing overnight. These rapid changes in globalization and technological advances are creating new market forces every day. Therefore, day-to-day innovation is essential for any business or institution to survive and flourish in such an atmosphere. Though, innovation is no longer just to create value to do good to individuals, societies, or organizations. The utmost purpose of innovation is to create a smart futuristic society where people can enjoy the best quality of life using natural resources and manmade technologies including cloud-IoT technologies, and industry 4.0. Hence, the innovators and their innovations must search for intelligent solutions to tackle major socio-technical problems and remove barriers of rural, urban and smart city societies.
The smart digitization and intelligent implementation of manufacturing development processes are the necessities for today's rural, urban, and smart city industries. All types of industries including development, manufacturing, and research are presently shifting from bunch production to customized production. The fast advancements in manufacturing technologies have an in-depth impact on all types of societies including societies of rural areas, urban areas, and smart cities. Industry 4.0 includes the Internet of Things (IoT), Industrial Internet, Smart Manufacturing, Cloud-based computing, and Manufacturing Technologies. The objective of this book is to establish linkage between the Industry 4.0 components and various rural, urban & smart city societies (including society 5.0) to bring actual prosperity where human values, peace of mind, human relations, man-machine-relations, and calmness will have utmost preference. These objectives can be achieved by the integration of human societal values, and social opinion mining (SOM) approaches with the existing technologies.
商品描述(中文翻譯)
本書深入探討雲端物聯網(cloud-IoT)技術與工業4.0、社會5.0的融合、機器對機器(machine-to-machine)通信、機器對人(machine-to-person)通信、社會5.0的技術心理學觀點、智慧數位社會的情感分析、5G網路的多接入邊緣計算(multi-access edge computing)、多接入邊緣啟用的客戶端/伺服器的發現與位置報告、行動健康系統(m-health systems)、在智慧社會中增強行動健康技術的協調、監督智慧社會中的通信服務、提升智慧城市社會的生活品質、多種疾病感染預測,以及使用雲端物聯網整合的智能機器/深度學習技術進行智慧城市社會的社會意見挖掘演算法。本書中,作者強調了基於雲端物聯網的機器學習技術的實施,包括聚類技術、朴素貝葉斯分類器、人工神經網路(ANN)、螢火蟲演算法、粗集分類器、支持向量機分類器、決策樹分類器、集成分類器、隨機森林和深度學習演算法,以分析智能機器的行為和人類習慣,並利用自動化數據排程和智慧數位網路進行研究。
目前,我們生活在一個自我驅動且動態的全球社會中,技術和挑戰每天都在意想不到地變化。這些全球化和技術進步的快速變化每天都在創造新的市場力量。因此,日常創新對於任何企業或機構在這樣的環境中生存和繁榮至關重要。然而,創新不再僅僅是為了創造價值以造福個人、社會或組織。創新的最終目的是創造一個智慧的未來社會,使人們能夠利用自然資源和人造技術(包括雲端物聯網技術和工業4.0)享受最佳的生活品質。因此,創新者及其創新必須尋找智能解決方案,以應對主要的社會技術問題,並消除農村、城市和智慧城市社會的障礙。
智慧數位化和智能化的製造發展過程是當今農村、城市和智慧城市產業的必要條件。各類產業,包括開發、製造和研究,現在都在從批量生產轉向定制生產。製造技術的快速進步對農村、城市和智慧城市的各類社會產生了深遠的影響。工業4.0包括物聯網(IoT)、工業互聯網、智慧製造、雲端計算和製造技術。本書的目標是建立工業4.0組件與各種農村、城市及智慧城市社會(包括社會5.0)之間的聯繫,以實現真正的繁榮,在這裡人類價值、內心平靜、人際關係、人機關係和寧靜將被高度重視。這些目標可以通過將人類社會價值和社會意見挖掘(SOM)方法與現有技術整合來實現。
作者簡介
Kamta Nath Mishra was born on August 15, 1973, in the Kushinagar district of Uttar Pradesh, INDIA. He received his Bachelor of Science (B.Sc., Maths) degree from the University of Gorakhpur, India, in 1992, and Master of Computer Application (MCA) degree from Madan Mohan Malviya Engineering College (Currently MMMUT), Gorakhpur, U. P., India in 1996. Dr. Mishra completed his M.Tech. (Software Systems) degree from Birla Institute of Technology and Science (BITS) Pilani, India in 2003 and Ph.D. (Engg.) from CSE department of B.I.T. Mesra - India, in May 2015.Dr. Mishra has more than twenty-one years of teaching and research experience. Currently, he is working as a senior faculty member (Associate Professor) at Dept. of CS&E, Birla Institute of Technology, India since August 2009; He has worked as a faculty member in the Department of Computer Science, University of Sebha (A public University), Libya, from October 2006 to July 2009. He was a senior lecturer at B.I.T. Mesra, (NoidaCampus) from July 2004 to September 2006. Dr. Mishra has worked as a senior project engineer from September 2003 to June 2004 and project engineer from September 2000 to August 2003, in Centre for Development of Advanced Computing (CDAC), Ministry of Communication & IT, Govt. of India, Noida, Uttar Pradesh. Before joining CDAC, Dr. Mishra worked as a lecturer in the CS&E department at Krishna Institute of Engineering & Technology (KIET), Ghaziabad, India, from July 1998 to August 2000. Dr. Mishra has published two authored research books (IGI Global USA, Springer), sixteen book chapters, and more than thirty-five research papers in journals and conferences of international repute. His research interest includes Biometric Systems, Image Processing, Analysis of Algorithms and Distributed Cloud Computing. Dr. Mishra is a professional member of IEEE Biometric Society USA, and ACM, USA.
Subhash Chandra Pandey completed his Ph.D. from Dr. APJ Abdul Kalam Technical University, Lucknow, India, and M.Tech in computer engineering from Motilal Nehru National Institute of Technology, Allahabad, UP, India. Presently, he is associated with the Birla Institute of Technology, India, as a Professor. He is a member of many professional bodies including "International Association of Engineers - Hong Kong", "Computer Science Teachers Association - USA" and "International Association of Artificial Intelligence and Law".
Dr. Pandey has also worked with the Ministry of Health, Saudi Arabia, and possesses deep insight into different technological issues related to the healthcare sector. He is regularly publishing research papers in reputed international journals and international conference proceedings. His research interests include the use of soft computing, evolutionary computing, bio-inspired computing, machine intelligence, and data mining in the domain of the medical sector. Moreover, he has published research papers in high-impact journals in the realm of "Philosophicalaspects of machine cognition and IoT". Nowadays, Dr. Pandey is working in the domain of "Cloud Computing and IoT" and how these emerging technologies can pragmatically be used in the health-care sector.
作者簡介(中文翻譯)
Kamta Nath Mishra 於1973年8月15日出生於印度北方邦的庫欣納加爾區。他於1992年獲得印度戈拉克布爾大學的理學士(B.Sc., 數學)學位,並於1996年獲得印度戈拉克布爾的馬丹莫漢馬爾維亞工程學院(目前為MMMUT)的計算機應用碩士(MCA)學位。Mishra博士於2003年在印度比爾拉科技與科學學院(BITS)皮蘭尼獲得軟體系統碩士(M.Tech.)學位,並於2015年5月在印度B.I.T. Mesra的計算機科學與工程系獲得工程博士(Ph.D.)學位。Mishra博士擁有超過21年的教學和研究經驗。目前,他自2009年8月以來在印度比爾拉科技學院的計算機科學與工程系擔任高級教職(副教授);他曾於2006年10月至2009年7月在利比亞的塞巴大學(公立大學)計算機科學系任教。他於2004年7月至2006年9月在B.I.T. Mesra(諾伊達校區)擔任高級講師。Mishra博士於2003年9月至2004年6月擔任印度通訊與資訊技術部高級專案工程師,並於2000年9月至2003年8月擔任專案工程師,工作地點為印度通訊與資訊技術部的先進計算發展中心(CDAC),位於北方邦諾伊達。在加入CDAC之前,Mishra博士於1998年7月至2000年8月在印度加濟阿巴德的克里希納工程與技術學院(KIET)計算機科學與工程系擔任講師。Mishra博士已發表兩本獨著研究書籍(IGI Global USA, Springer)、十六篇書章,以及三十五篇以上在國際知名期刊和會議上發表的研究論文。他的研究興趣包括生物識別系統、影像處理、演算法分析和分散式雲計算。Mishra博士是美國IEEE生物識別學會和美國ACM的專業會員。
Subhash Chandra Pandey 於印度盧克瑙的APJ阿布杜勒卡拉姆技術大學獲得博士學位,並在印度阿拉哈巴德的莫蒂拉爾尼赫魯國立技術學院獲得計算機工程碩士學位。目前,他在印度比爾拉科技學院擔任教授。他是多個專業機構的成員,包括「國際工程師協會 - 香港」、「計算機科學教師協會 - 美國」和「國際人工智慧與法律協會」。
Pandey博士曾在沙烏地阿拉伯衛生部工作,對與醫療保健領域相關的各種技術問題有深入的見解。他定期在知名國際期刊和國際會議論文集中發表研究論文。他的研究興趣包括在醫療領域中使用軟計算、演化計算、生物啟發計算、機器智能和資料挖掘。此外,他在「機器認知與物聯網的哲學層面」領域的高影響力期刊上發表了研究論文。如今,Pandey博士正致力於「雲計算與物聯網」領域,研究這些新興技術如何在醫療保健領域中實際應用。