Crowdsensing and Data: Intelligence for City Pulse
暫譯: 群眾感知與數據：城市脈動的智慧

Pourroostaei Ardakani, Saeid, Cheshmehzangi, Ali

Crowdsensing and Data: Intelligence for City Pulse
  • 出版商: Springer
  • 出版日期: 2026-04-24
  • 售價: $6,860
  • 貴賓價: 9.5 折 $6,517
  • 語言: 英文
  • 頁數: 198
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819563577
  • ISBN-13: 9789819563579
  • 相關分類: Raspberry Pi、Machine Learning、大數據 Big-data

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商品描述

This book examines the transformative role of crowd-sourced data and AI-driven analytics in redefining urban environments. This book presents a thorough investigation into how large-scale and real-time data--harnessed from mobile devices, sensors, and participatory inputs--enhances urban systems, including transportation, public safety, sustainability, and civic engagement. Through cutting-edge data analytics, machine learning techniques, and scalable system architectures, the book demonstrates how intelligent urban management is achieved.

This book integrates theoretical foundations with applied perspectives, offering a structured discussion around three central domains including Urban Crowdsensing Practices (i.e., concepts, models, and service patterns), Data Processing and Analytics (e.g., data fusion, machine learning, and intelligent frameworks), and Technological Enablers (such as mobile sensing, IoT, and cloud-based systems). Key Contributions of this book are:

1. Innovative Integration of Technologies: Demonstrates the convergence of crowdsensing, AI, big data analytics, and IoT to support intelligent and responsive urban decision making.

2. Practical Applications and Case Studies: Showcases real-world implementations of crowdsensing, highlighting its tangible impact on smart city development and urban innovation.

3. Interdisciplinary and Forward-Looking Perspectives: Bridges academia, industry, and policy, offering actionable insights for researchers, engineers, planners, and decision-makers.

商品描述(中文翻譯)

本書探討了群眾來源數據和人工智慧驅動分析在重新定義城市環境中的變革性角色。本書深入研究了如何利用來自移動設備、感測器和參與性輸入的大規模即時數據，增強城市系統，包括交通、公共安全、可持續性和公民參與。通過尖端的數據分析、機器學習技術和可擴展的系統架構，本書展示了如何實現智能城市管理。

本書將理論基礎與應用視角相結合，圍繞三個核心領域進行結構化討論，包括城市群眾感知實踐（即概念、模型和服務模式）、數據處理與分析（例如數據融合、機器學習和智能框架）以及技術促進因素（如移動感測、物聯網和雲端系統）。本書的主要貢獻包括：

1. 創新的技術整合：展示了群眾感知、人工智慧、大數據分析和物聯網的融合，以支持智能和響應式的城市決策。

2. 實際應用和案例研究：展示了群眾感知的現實世界實施，突顯其對智慧城市發展和城市創新的實質影響。

3. 跨學科和前瞻性的視角：橋接學術界、產業和政策，為研究人員、工程師、規劃者和決策者提供可行的見解。

作者簡介

Dr. Saeid Pourroostaei Ardakani holds the position of Senior Lecturer (Associate Professor) in Computer Science at Queen Mary University of London. He earned his PhD in Computer Science from the University of Bath and has since held academic positions at the University of Lincoln (UoL), the University of Nottingham Ningbo China (UNNC), and Allameh Tabatabai University (ATU). Saeid also served as a core member of the MLearn Research Group and associated academic member of the Lincoln Centre for Autonomous Systems (UoL), founding member of the Next Generation Internet of Everything (NGIoE) Laboratory and active member of the Artificial Intelligence Optimisation Research Group (UNNC), and head of ICT (ATU). Saeid scholarly work is situated within Applied AI with a specific focus on architecting smart and adaptive computing and communication solutions for Internet of Things (IoT) and Cloud-based ecosystems. To date, he has published 3 academic books and over 100 scholarly articles in high-impact international journals and peer-reviewed conferences.

Ali CHESHMEHZANGI is a Professor and Head of the School of Architecture, Design and Planning (ADP) at The University of Queensland, Brisbane. He is member of the Sub-Committee for Games Legacy 2032 as well as the Olympics and Paralympics Expert Group. He has been in the World's top 2 per cent field leader since 2022, recognised by Stanford University. He is among the top 25 global scholars in the urban sustainability research area. Ali has a wealth of experience, expertise, and a strong commitment to innovation and excellence in the fields of architecture, design, and planning, the three core disciplines of his School at UQ. With a career spanning over two decades, he has made significant contributions to the academic and professional communities, with a focus on sustainable and environmentally conscious design. So far, Ali has published over 500 journal papers, articles, conference papers, book chapters, and reports. He also has 43 other academic books, some of which have received awards at the national, provincial, and municipal levels. He is the creator and author of "Advanced City", which is his main urban revolution contribution to the field. He also has received international awards and recognition for his research on urban resilience studies and sustainability research, as well as the 2018 Vice-Chancellor's award for his impactful contribution to higher education.

作者簡介(中文翻譯)

薩伊德·普爾魯斯塔伊·阿爾達卡尼博士（Dr. Saeid Pourroostaei Ardakani）擔任倫敦女王瑪莉大學（Queen Mary University of London）計算機科學的高級講師（副教授）。他在巴斯大學（University of Bath）獲得計算機科學博士學位，並曾在林肯大學（University of Lincoln, UoL）、中國寧波諾丁漢大學（University of Nottingham Ningbo China, UNNC）和阿拉梅·塔巴塔巴伊大學（Allameh Tabatabai University, ATU）擔任學術職位。薩伊德還曾擔任MLearn研究小組的核心成員，以及林肯自主系統中心的學術成員（UoL），是下一代萬物互聯（Next Generation Internet of Everything, NGIoE）實驗室的創始成員，並且是人工智慧優化研究小組（UNNC）的活躍成員，還擔任ATU的資訊與通信技術（ICT）負責人。薩伊德的學術工作集中於應用人工智慧，特別專注於為物聯網（Internet of Things, IoT）和基於雲的生態系統設計智能和自適應的計算與通信解決方案。迄今為止，他已出版3本學術書籍和超過100篇在高影響力國際期刊及同行評審會議上發表的學術文章。

阿里·切什梅漢吉（Ali CHESHMEHZANGI）是昆士蘭大學（The University of Queensland）建築、設計與規劃學院（School of Architecture, Design and Planning, ADP）的教授及院長。他是2032年遊戲遺產小組的成員，以及奧林匹克和殘奧專家小組的成員。自2022年以來，他被史丹佛大學認定為全球前2%的領域領導者。他在城市可持續性研究領域中名列全球前25位學者。阿里在建築、設計和規劃這三個昆士蘭大學學院的核心學科領域中擁有豐富的經驗和專業知識，並對創新和卓越有著強烈的承諾。擁有超過二十年的職業生涯，他在學術和專業社群中做出了重要貢獻，專注於可持續和環保的設計。迄今為止，阿里已發表超過500篇期刊論文、文章、會議論文、書籍章節和報告。他還擁有43本其他學術書籍，其中一些在國家、省級和市級獲得獎項。他是《先進城市》（'Advanced City'）的創作者和作者，這是他對該領域的主要城市革命貢獻。他還因其在城市韌性研究和可持續性研究方面的研究獲得國際獎項和認可，以及2018年副校長獎，以表彰他對高等教育的影響性貢獻。

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