Bim-Enabled Cognitive Computing for Smart Built Environment: Potential, Requirements, and Implementation
暫譯: 智慧建築環境中的BIM驅動認知計算：潛力、需求與實施
Yitmen, Ibrahim
- 出版商: CRC
- 出版日期: 2021-06-18
- 售價: $6,170
- 貴賓價: 9.5 折 $5,862
- 語言: 英文
- 頁數: 256
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367861836
- ISBN-13: 9780367861834
海外代購書籍(需單獨結帳)
商品描述
The book provides knowledge in the Building Information Model (BIM)-enabled cognitive computing methods for smart built environment involving cognitive network capabilities for smart buildings, integrating Augmented Reality/Mixed Reality in cognitive building concepts, cognitive Internet of Things (CIoT) for smart cities, Artificial Intelligence applications for cognitive cities, and cognitive smart cities using big data and machine learning. It focuses on the potential, requirements and implementation of CIoT paradigm to buildings, Artificial Intelligence techniques, reasoning, and Augmented Reality/Mixed Reality in cognitive building concepts, the concept of cognitive smart cities in its complexity, heterogeneity, and scope, and the challenge of utilizing the big data generated by smart cities from a machine learning perspective. The book comprises BIM-based and data-analytic research on cognitive IoT for smart buildings and cognitive cities using big data and machine learning as complex and dynamic systems. It presents applied theoretical contributions fostering a better understanding of such systems and the synergistic relationships between the motivating physical and informational settings. It reviews ongoing development of BIM-based and data science technologies for the processing, analysis, management, modeling, and simulation of big and context data and the associated applicability to cognitive systems that will advance different aspects of future cognitive cities. The book also analyses the required material to inform pertinent research communities of the state-of-the-art research and the latest development in the area of cognitive smart cities development, as well as a valuable reference for planners, designers, strategists, and ICT experts who are working towards the development and implementation of CIoT based on big data analytics and context-aware computing.
商品描述(中文翻譯)
本書提供有關建築資訊模型（Building Information Model, BIM）啟用的認知計算方法的知識，這些方法涉及智能建築的認知網絡能力，整合增強現實/混合現實於認知建築概念中，認知物聯網（Cognitive Internet of Things, CIoT）在智慧城市中的應用，人工智慧在認知城市中的應用，以及利用大數據和機器學習的認知智慧城市。書中重點探討CIoT範式在建築中的潛力、需求和實施，人工智慧技術、推理，以及增強現實/混合現實在認知建築概念中的應用，認知智慧城市的概念及其複雜性、異質性和範疇，以及從機器學習的角度利用智慧城市所產生的大數據所面臨的挑戰。本書包含基於BIM和數據分析的研究，針對使用大數據和機器學習的智能建築和認知城市，將其視為複雜和動態的系統。它呈現了應用理論的貢獻，以促進對這些系統及其激勵物理和資訊環境之間的協同關係的更好理解。書中回顧了基於BIM和數據科學技術的持續發展，這些技術用於大數據和上下文數據的處理、分析、管理、建模和模擬，以及與認知系統的相關應用，這將推進未來認知城市的不同方面。本書還分析了所需的材料，以告知相關研究社群有關認知智慧城市發展的最新研究和最新進展，並為規劃者、設計師、策略家和資訊通信技術（ICT）專家提供有價值的參考，這些專家正致力於基於大數據分析和上下文感知計算的CIoT的發展和實施。
作者簡介
Ibrahim Yitmen received his PhD in Architecture from Istanbul Technical University, Turkey. He is currently an Associate Professor in Management of Construction Production at Jönköping University, Sweden since February 2018. His research focus is mainly on Innovation in Construction involving socio-technical issues regarding digital transformation in AEC industry, and his recent special interest is on BIM-Enabled Cognitive Computing for Smart Built Environment, Augmented Reality/Mixed Reality for Cognitive Buildings, Blockchain Technology in Construction Supply Chains, Unmanned Aerial Vehicles and BIM Integration for Construction Safety Planning and Monitoring, and Automated BIM-based Construction Project Progress Monitoring. Dr. Yitmen have published more than 70 research papers in refereed international journals and in peer reviewed conference proceedings. He is currently one of the guest editors of the MDPI Journal Applied Sciences for the Special Issue "Cognitive Buildings". Dr. Yitmen serves on the scientific committees of the international conferences held by the International Council for Research and Innovation in Building and Construction (CIB), American Society of Civil Engineers (ASCE), and European Council on Computing in Construction (EC3). He has been is an active Member of American Society for Engineering Management, USA since 2010.
作者簡介(中文翻譯)
Ibrahim Yitmen 於土耳其伊斯坦堡科技大學獲得建築學博士學位。自2018年2月以來，他目前擔任瑞典約恩雪平大學建築生產管理的副教授。他的研究重點主要集中在建築創新，涉及AEC（建築、工程和建設）行業數位轉型的社會技術問題，最近特別關注BIM（建築資訊模型）驅動的認知計算在智慧建築環境中的應用、增強現實/混合現實在認知建築中的應用、建築供應鏈中的區塊鏈技術、無人機與BIM整合在建築安全規劃與監控中的應用，以及基於BIM的建築項目進度自動監控。Yitmen博士已在國際期刊和同行評審的會議論文集中發表了超過70篇研究論文。他目前是MDPI期刊《應用科學》特刊「認知建築」的客座編輯之一。Yitmen博士還擔任國際建築與建設研究與創新理事會（CIB）、美國土木工程師學會（ASCE）和歐洲建築計算委員會（EC3）舉辦的國際會議的科學委員會成員。自2010年以來，他一直是美國工程管理學會的活躍成員。
