Smart Trajectories: Metamodeling, Reactive Architecture for Analytics, and Smart Applications
暫譯: 智慧軌跡：元模型、反應式架構分析與智慧應用

《智慧軌跡：元模型、反應式架構分析與智慧應用》探討了在各種應用和情境中智慧軌跡的表示和操作。本書分為三個部分，首先討論了空間資訊系統、複雜事件處理和建立反應式架構的基礎和原則。接著，本書探討了與智慧軌跡元模型、挖掘和大軌跡數據以及軌跡聚類相關的建模和架構。最後一部分討論了該領域的先進應用和趨勢，包括擁堵軌跡分析和雲生態系統中的即時大數據分析。元建模、分散式架構、反應式程式設計、大數據分析、NoSql 數據庫、連接物件以及邊緣-霧-雲計算構成了所討論概念和應用的基礎。本書還提供了多個案例研究，以展示與時空事件（如交通擁堵和行人事故）相關的智慧軌跡。

本書旨在為計算機工程、空間數據庫、複雜事件處理、分散式系統和地理資訊系統的研究生提供參考。對於有興趣於監控和安全分析的交通工程師、市政管理者和環境工程師，本書也將非常有用。

本書強調了與響應式智能分散計算相關的發展、發現、實踐和先進經驗。此外，它描述了如何支持在智能系統中部署基於軌跡的應用。以下要點總結了本書的貢獻：

1. 生態系統和分散式智能計算範式部署和實例化智慧軌跡元模型，利用了通用反應式架構在分析和智慧城市應用中的創新趨勢。

2. 智慧軌跡的概念涉及危險材料的運輸、城市交通擁堵的管理、車輛互聯網，或更一般的連接物件（IoV 和 IoT）及其在邊緣-霧-雲計算中的整合，軌跡的大數據分析、模糊直覺風險計算、單調推理和行人風險建模、模糊費洛蒙和智能交通系統。

3. 具有新軌跡模式的元建模對於智能系統開發者（智能交通系統）非常有用。

4. 書中呈現的案例研究將引起研究人員和專業人士的興趣。事實上，所提出的案例研究對應於由機構資助的真實工業項目。

5. 本書尊重實踐與理論之間的平衡，以吸引年輕的計算機科學學生。

Azedine Boulmakoul is a Professor in the Department of Computer Science at FST Mohammedia- Hassan II University of Casablanca, where he has been since 1994. He received his PhD and hold « Habilitation à Diriger des Recherches » from the Claude Bernard University of Lyon in 1990 and 1994 respectively. In 1987, he was lecturer assistant at the ENTPE School (Ecole Nationale des Travaux Public de l'Etat Lyon France). For the period 1987-1988, he was appointed Assistant Professor at INSA de Lyon. Between 1987 and 1994, he joined the National Institute for Research on Transportation and Safety (INRETS-Paris, www.ifsttar.fr) for Real Time intelligent systems' research development. He is President of Innovative Open Spatial Information Systems Association: www.iosis.ma. He has received many awards for his contributions to research and business development, including French Academy of Sciences, R&D Maroc Awards and Distinction Medal from Moroccan Ministry of Higher Education and Research, Distinction Medal from Istanbul International Inventions. He also contributes to intellectual property of industrial patents. Several years in R&D and in studies and business consulting. He has chaired several conferences and program committees. He is the author of over three hundred papers (in books, journals and conferences, patents, ...) on computer science. He holds ten patents deriving from his research. His research interests include intelligent real time systems, logic for artificial intelligence, fuzzy systems theory, distributed frameworks, data analytics, complex systems, information systems engineering, transportation and computer engineering. In his spare time, he enjoys playing karate (3rd degree black belt), running, cooking, and reading. Amazed by universe beauty and likes to walk in mountains and listen to silence to write a poem.

Lamia Karim is a professor of computer science at Hassan First University of Settat, Ecole Nationale des Sciences Appliquées, Berrechid, Morocco. She is Huawei certified instructor in big data from may 2022. In 2020, she obtained the University Habilitation diploma at ENSAB Hassan first University. In 2015, she obtained the PhD degree in Computer Science at the Faculty of Science and Technology of Mohammedia, Hassan II University of Casablanca, Morocco. She obtained Masters of Science and Technical in computer Sciences in 2006 from Faculty of Sciences and Technologies (FSTM), Morocco, and computer engineer degree in software engineering from National School of Mineral Industry (ENIM), Rabat, Morocco in 2008. Her research interest includes spatial data engineering, mobile and web geo-computing, real time intelligent transportation systems, complexes systems computing, soft computing, reactive intelligent systems. She is general secretary of Innovative Open Spatial Information Systems Association: www.iosis.ma. She has been the session Chair, and Panelist in Several Conferences. She earned numerous international certifications such as Microsoft Certified Technology Specialist (MCTS), Cisco Certified Network Associate (CCNA), and International Business Machines Corporation (IBM). She has published more than 80 research papers in various renowned International conferences and SCI indexed journals. She has served as a Reviewer for several reputed international journals. She holds several national and international patents (OMPIC and WIPO). She has contributed with several book chapters in various books. She has co-edited the book Internet of Things: Frameworks for Enabling and Emerging Technologies (CRC Press, Taylor & Francis Group) and is currently in the process of editing books from the most famed publishers like Elsevier, and CRC Press.

Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India. He is an alumnus of Birla Institute of Technology, Mesra, Ranchi, India. He received his Undergraduate Degree (B-Tech in Computer Science and Engineering) with Distinction in 2012, received his Postgraduate Degree (M-Tech in Information Security) with Distinction in 2015 and Doctorate Degree (PhD Computer Science and Engineering) in 2021 from Birla Institute of Technology, Mesra, India. He earned numerous international certifications such as CCNA, MCTS, MCITP, RHCE and CCNP. In the last three years, he has Published more than 80 research papers in various renowned international conferences and SCI indexed journals including Wireless Networks (Springer), Wireless Personal Communications (Springer), Sustainable Cities and Society (Elsevier) and Emerging Transactions on Telecommunications (Wiley). He has contributed with more than 25 book chapters in various books and has edited 11 books from the most famed publishers like Elsevier, IGI Global, and CRC Press. He has served as a Reviewer/Editorial Board Member for several reputed international journals. In the past, he worked as an assistant professor at HMR Institute of Technology and Management, New Delhi and Network Engineer in HCL Infosystems Ltd., Noida. He has qualified GATE exams for successive years and gained the highest percentile of 98.48 in GATE 2013. He is also a member of numerous renowned bodies including IEEE, IAENG, CSTA, SCIEI, IAE and UACEE.

Azedine Boulmakoul 是摩洛哥卡薩布蘭卡哈桑二世大學 FST Mohammedia 計算機科學系的教授，自 1994 年以來一直在此任教。他於 1990 年獲得法國里昂克勞德·伯納大學的博士學位，並於 1994 年獲得「Habilitation à Diriger des Recherches」。1987 年，他在法國里昂的國家公共工程學校 (ENTPE) 擔任助教。1987 至 1988 年期間，他被任命為里昂國立應用科學學院 (INSA de Lyon) 的助理教授。在 1987 年至 1994 年之間，他加入了巴黎國家交通與安全研究所 (INRETS-Paris, www.ifsttar.fr)，從事即時智能系統的研究開發。他是創新開放空間信息系統協會的會長：www.iosis.ma。他因對研究和商業發展的貢獻而獲得多項獎項，包括法國科學院、摩洛哥 R&D 獎和摩洛哥高等教育與研究部的榮譽獎章，以及伊斯坦堡國際發明獎章。他還參與工業專利的知識產權工作。擁有多年 R&D 和商業諮詢的經驗。他曾主持多個會議和計劃委員會。他是超過三百篇計算機科學論文的作者（包括書籍、期刊和會議、專利等）。他擁有十項源自其研究的專利。他的研究興趣包括智能即時系統、人工智能邏輯、模糊系統理論、分佈式框架、數據分析、複雜系統、信息系統工程、交通和計算機工程。在空閒時間，他喜歡練習空手道（三級黑帶）、跑步、烹飪和閱讀。他對宇宙之美感到驚奇，喜歡在山中散步，靜聽寂靜以寫詩。

Lamia Karim 是摩洛哥塞塔特哈桑一世大學應用科學學院的計算機科學教授。她是華為認證的大數據講師，自 2022 年 5 月起任職。2020 年，她在哈桑一世大學的 ENSAB 獲得大學資格證書。2015 年，她在摩洛哥卡薩布蘭卡哈桑二世大學的科學與技術學院獲得計算機科學博士學位。2006 年，她在摩洛哥科學與技術學院 (FSTM) 獲得計算機科學碩士學位，並於 2008 年在摩洛哥拉巴特的國立礦業學校 (ENIM) 獲得軟體工程的計算機工程學位。她的研究興趣包括空間數據工程、移動和網絡地理計算、即時智能交通系統、複雜系統計算、軟計算和反應式智能系統。她是創新開放空間信息系統協會的總幹事：www.iosis.ma。她曾在多個會議中擔任會議主席和小組成員。她獲得了多項國際認證，如微軟認證技術專家 (MCTS)、思科認證網絡助理 (CCNA) 和國際商業機器公司 (IBM) 的認證。她在各大國際會議和 SCI 索引期刊上發表了超過 80 篇研究論文。她曾擔任多個知名國際期刊的審稿人。她擁有多項國內和國際專利（OMPIC 和 WIPO）。她在多本書籍中貢獻了幾個章節。她共同編輯了《物聯網：啟用和新興技術的框架》（CRC Press, Taylor & Francis Group）一書，並目前正在編輯來自知名出版社如 Elsevier 和 CRC Press 的書籍。

Bharat Bhushan 博士是印度大諾伊達 Sharda 大學工程與技術學院計算機科學與工程系的助理教授。他是印度孟拉的比爾拉科技學院的校友。他於 2012 年以優異成績獲得計算機科學與工程的本科學位（B-Tech），於 2015 年以優異成績獲得信息安全的碩士學位（M-Tech），並於 2021 年獲得計算機科學與工程的博士學位（PhD）來自比爾拉科技學院。他獲得了多項國際認證，如 CCNA、MCTS、MCITP、RHCE 和 CCNP。在過去三年中，他在各大國際會議和 SCI 索引期刊上發表了超過 80 篇研究論文，包括《無線網絡》（Springer）、《無線個人通信》（Springer）、《可持續城市與社會》（Elsevier）和《新興電信交易》（Wiley）。他在多本書籍中貢獻了超過 25 個章節，並編輯了 11 本來自知名出版社如 Elsevier、IGI Global 和 CRC Press 的書籍。他曾擔任多個知名國際期刊的審稿人/編輯委員會成員。過去，他曾在新德里的 HMR 技術與管理學院擔任助理教授，並在 HCL Infosystems Ltd. 擔任網絡工程師。他連續多年通過 GATE 考試，並在 2013 年 GATE 考試中獲得 98.48 的最高百分位數。他還是多個知名機構的成員，包括 IEEE、IAENG、CSTA、SCIEI、IAE 和 UACEE。