Cognitive Modeling for Automated Human Performance Evaluation at Scale
暫譯: 大規模自動化人類表現評估的認知模型

認知模型和軟體工具已廣泛應用於研究和商業目的。儘管它們已被證明非常有用，但仍存在一些限制，阻礙了大規模建模和模擬任務的高效和有效執行。在本書中，我們旨在為讀者提供最先進的認知建模軟體工具和應用的系統概述，以及介紹一個新的軟體框架，以促進人類表現任務的大規模建模和模擬。

作者首先回顧認知建模理論，然後介紹最先進的認知建模和模擬軟體工具的概述。最後，本書重點介紹新的軟體框架和一個名為 CogTool+ 的研究原型，包括如何在建模和模擬任務中整合行為數據，例如眼動追蹤數據。提供了 CogTool+ 在人機互動 (HCI) 和網路安全中的典型應用，以展示其實用性。

​Dr Patrice Rusconi received his combined BSc and MSc degree and PhD in Psychology at the University of Milano-Bicocca (Italy). He is currently a Lecturer in Psychology at the University of Surrey (UK) and the Programme leader for MSc Social Psychology, Erasmus Departmental Coordinator, and International Officer. He conducted part of his PhD research as a visiting scholar at the University of California, San Diego (US). He earned his PhD in Social, Cognitive and Clinical Psychology in January 2011 with a thesis on the psychological mechanisms involved in information search and evaluation. He continued to work at the University of Milano-Bicocca as a Postdoctoral Research Fellow before joining the University of Surrey as a Lecturer in Psychology in October 2013. In 2019 and 2020, he was Visiting Professor at the Department of Oncology and Hemato-Oncology of the University of Milano (Italy) and at the Department of Psychology of the University of Torino (Italy). As a co-investigator, he was awarded a grant from the EU on medical decision making in Parkinson's Disease and a joint Singapore's National Research Foundation and EPSRC grant on the role of human behavior in cyber security. His main research interests lie in the areas of social cognition, judgment, and thinking and reasoning. His current research projects concern social cognition, judgment and decision making, health psychology, problem solving and computational modeling, and, more recently, space psychology and the psychology of extreme environments.
Dr Haiyue Yuan is currently a Postdoctoral Research Fellow at the Centre for Vision, Speech, and Signal Processing (CVSSP), at the University of Surrey. He received his BEng in Mobile Communication Systems and MSc in Finance at the University of Sheffield. He earned his PhD in Electronic Engineering/Human Computer Interaction (HCI) from the CVSSP at the University of Surrey in 2013, where his research focuses on user aspects of stereoscopic 3D video interaction. Then, he continued to work as a Postdoctoral Research Fellow at Department of Computer Science and CVSSP at the same university. He has been working on a number of multidisciplinary projects funded by the Innovate UK and the Engineering and Physical Sciences Research Council (EPSRC), and his work involves developing algorithms to analyse vehicles behavior using Automatic Number Plate Recognition (ANPR) data, developing software tool to facilitate cognitive modeling tasks, developing ecosystem/framework for augmenting next generation paper, and etc. He has published more than 15 conference/journal papers, including one best paper award at 5th International Conference on Human Aspects of Information Security, Privacy, and Trust, affiliated conference of 19th International Conference on Human-Computer Interaction in 2017. His research interests include HCI, 3D video processing/applications, usable security, computational cognitive modeling, augmented reality, and natural language processing/applications.
Shujun Li is Professor of Cyber Security at the School of Computing, University of Kent. He is directing the Kent Interdisciplinary Research Centre in Cyber Security (KirCCS), a UK government recognised Academic Centre of Excellence in Cyber Security Research (ACE-CSR). His research interests are mostly around interdisciplinary topics covering cyber security, digital forensics and cybercrime, human factors, multimedia computing, and practical applications of artificial intelligence and discrete optimization. Due to the interdisciplinary nature of his research, He is actively working with researchers from other disciplines such as Electronic Engineering, Psychology, Sociology, Law, and Business. He was/is leading a number of research projects as the lead investigator. He has published over 100 peer-reviewed research papers at international journals and conferences and received two Best Paper Awards. In 2012 he received an ISO/IEC Certificate of Appreciation, for being the lead editor of ISO/IEC 23001-4:2011 "Information technology - MPEG systems technologies - Part 4: Codec configuration representation", the 2nd edition of the MPEG RVC (Reconfigurable Video Coding) standard. He was/is on the editorial boards of a number of international journals, and has been on the organising or technical program committees of over 100 international conferences and workshops.

帕特里斯·魯斯科尼博士（Dr. Patrice Rusconi）於米蘭比科卡大學（University of Milano-Bicocca，意大利）獲得了綜合的學士及碩士學位和心理學博士學位。他目前是薩里大學（University of Surrey，英國）的心理學講師，並擔任社會心理學碩士課程的負責人、伊拉斯謨斯部門協調員及國際事務官。他在加州大學聖地牙哥分校（University of California, San Diego，美國）作為訪問學者進行了部分博士研究。他於2011年1月獲得社會、認知及臨床心理學博士學位，論文主題為信息搜尋與評估中的心理機制。隨後，他在米蘭比科卡大學擔任博士後研究員，直到2013年10月加入薩里大學擔任心理學講師。2019年和2020年，他曾擔任米蘭大學（University of Milano，意大利）腫瘤學與血液腫瘤學系及都靈大學（University of Torino，意大利）心理學系的訪問教授。作為共同研究者，他獲得了歐盟關於帕金森病醫療決策的資助，以及新加坡國家研究基金會和工程與物理科學研究委員會（EPSRC）共同資助的關於人類行為在網絡安全中角色的研究。他的主要研究興趣包括社會認知、判斷、思考與推理。他目前的研究項目涉及社會認知、判斷與決策、健康心理學、問題解決與計算建模，以及最近的太空心理學和極端環境心理學。

袁海月博士（Dr. Haiyue Yuan）目前是薩里大學視覺、語音與信號處理中心（Centre for Vision, Speech, and Signal Processing，CVSSP）的博士後研究員。他在謝菲爾德大學（University of Sheffield）獲得了移動通信系統的工程學士學位和金融碩士學位。他於2013年在薩里大學的CVSSP獲得電子工程/人機互動（HCI）博士學位，研究重點是立體3D視頻互動的用戶方面。隨後，他繼續在同一大學的計算機科學系和CVSSP擔任博士後研究員。他參與了多個由英國創新局（Innovate UK）和工程與物理科學研究委員會（EPSRC）資助的跨學科項目，工作內容包括開發算法以分析使用自動車牌識別（ANPR）數據的車輛行為、開發促進認知建模任務的軟件工具、開發增強下一代紙張的生態系統/框架等。他已發表超過15篇會議/期刊論文，包括在2017年第五屆國際信息安全、人類因素、隱私與信任會議上獲得的最佳論文獎。他的研究興趣包括人機互動（HCI）、3D視頻處理/應用、可用安全、計算認知建模、增強現實和自然語言處理/應用。

李樹軍教授（Shujun Li）是肯特大學（University of Kent）計算機學院的網絡安全教授。他負責肯特跨學科網絡安全研究中心（Kent Interdisciplinary Research Centre in Cyber Security，KirCCS），該中心是英國政府認可的網絡安全研究卓越學術中心（Academic Centre of Excellence in Cyber Security Research，ACE-CSR）。他的研究興趣主要集中在跨學科主題，包括網絡安全、數字取證和網絡犯罪、人因因素、多媒體計算，以及人工智能和離散優化的實際應用。由於其研究的跨學科性，他積極與電子工程、心理學、社會學、法律和商業等其他學科的研究人員合作。他作為首席研究者領導了多個研究項目，並在國際期刊和會議上發表了超過100篇經過同行評審的研究論文，並獲得了兩項最佳論文獎。2012年，他因擔任ISO/IEC 23001-4:2011《信息技術 - MPEG系統技術 - 第4部分：編解碼器配置表示》的主編而獲得ISO/IEC感謝證書，該標準是MPEG RVC（可重配置視頻編碼）標準的第二版。他曾擔任多個國際期刊的編輯委員會成員，並參與了超過100個國際會議和研討會的組織或技術程序委員會。