Review of Cognitive Modeling Software Tools

A large number of cognitive models have been developed and widely used in the HCI domain. GOMS (Gray et al (1993) Hum Comput Interact 8(3):237–309; John and Kieras (1996) ACM Trans Comput-Hum Interact 3(4):320–351) is one of the well-established models fo

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Haiyue Yuan Shujun Li Patrice Rusconi

Cognitive Modeling for Automated Human Performance Evaluation at Scale 123

Human–Computer Interaction Series SpringerBriefs in Human-Computer Interaction

Editors-in-Chief Desney Tan Microsoft Research, Redmond, WA, USA Jean Vanderdonckt Louvain School of Management, Université catholique de Louvain, Louvain-La-Neuve, Belgium

SpringerBriefs in Human-Computer Interaction presents concise research within the fast growing, multidisciplinary field of Human-Computer Interaction (HCI). Designed to complement Springer’s prestigious Human-Computer Interaction Series, this Briefs series provides researchers with a forum to publish cutting-edge scientific material relating to any emerging HCI research that is not yet mature enough for a volume in the Human-Computer Interaction Series, but which has evolved beyond the level of a journal or workshop paper. SpringerBriefs in Human-Computer Interaction are shorter works of 50–125 pages in length, allowing researchers to present focused case studies, summaries and introductions to state-of-the-art research. They are subject to the same rigorous reviewing processes applied to the Human-Computer Interaction Series but offer exceptionally fast publication. Topics covered may include but are not restricted to: User Experience and User Interaction Design Pervasive and Ubiquitous Computing Computer Supported Cooperative Work and Learning (CSCW/CSCL) Cultural Computing Computational Cognition Augmented and Virtual Reality End-User Development Multimodal Interfaces Interactive Surfaces and Devices Intelligent Environment Wearable Technology SpringerBriefs are published as part of Springer’s eBook collection, with millions of users worldwide and are available for individual print and electronic purchase. Briefs are characterized by fast, global electronic distribution, standard publishing contracts, easy-to-use manuscript preparation and formatting guidelines and have expedited production schedules to help aid researchers disseminate their research as quickly and efficiently as possible.

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Haiyue Yuan • Shujun Li • Patrice Rusconi

Cognitive Modeling for Automated Human Performance Evaluation at Scale

Haiyue Yuan Centre for Vision, Speech, and Signal Processing University of Surrey Guildford, Surrey, UK

Shujun Li School of Computing University of Kent Canterbury, Kent, UK

Patrice Rusconi School of Psychology, Department of Psychological Sciences University of Surrey Guildford, UK

ISSN 1571-5035 ISSN 2524-4477 (electronic) Human–Computer Interaction Series ISSN 2520-1670 ISSN 2520-1689 (electronic) SpringerBriefs in Human-Computer Interaction ISBN 978-3-030-45703-7 ISBN 978-3-030-45704-4 (eBook) https://doi.org/10.1007/978-3-030-45704-4 © The Author(s), under exclusive license to Springer Nature Switzerland AG 2020 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the righ