Robust Multimodal Cognitive Load Measurement

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Robust Multimodal Cognitive Load Measurement

Author : Fang Chen
Publisher : Springer
ISBN 13 : 3319317008
Total Pages : 253 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Robust Multimodal Cognitive Load Measurement by : Fang Chen

Download or read book Robust Multimodal Cognitive Load Measurement written by Fang Chen and published by Springer. This book was released on 2016-06-14 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores robust multimodal cognitive load measurement with physiological and behavioural modalities, which involve the eye, Galvanic Skin Response, speech, language, pen input, mouse movement and multimodality fusions. Factors including stress, trust, and environmental factors such as illumination are discussed regarding their implications for cognitive load measurement. Furthermore, dynamic workload adjustment and real-time cognitive load measurement with data streaming are presented in order to make cognitive load measurement accessible by more widespread applications and users. Finally, application examples are reviewed demonstrating the feasibility of multimodal cognitive load measurement in practical applications. This is the first book of its kind to systematically introduce various computational methods for automatic and real-time cognitive load measurement and by doing so moves the practical application of cognitive load measurement from the domain of the computer scientist and psychologist to more general end-users, ready for widespread implementation. Robust Multimodal Cognitive Load Measurement is intended for researchers and practitioners involved with cognitive load studies and communities within the computer, cognitive, and social sciences. The book will especially benefit researchers in areas like behaviour analysis, social analytics, human-computer interaction (HCI), intelligent information processing, and decision support systems.

Cognitive Load Measurement and Application

Author : Robert Z. Zheng
Publisher : Routledge
ISBN 13 : 1315296233
Total Pages : 342 pages
Book Rating : 4.3/5 (152 download)

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Book Synopsis Cognitive Load Measurement and Application by : Robert Z. Zheng

Download or read book Cognitive Load Measurement and Application written by Robert Z. Zheng and published by Routledge. This book was released on 2017-11-22 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive Load Measurement and Application provides up-to-date research and theory on the functional role of cognitive load measurement and its application in multimedia and visual learning. Grounded in a sound theoretical framework, this edited volume introduces methodologies and strategies that effect high-quality cognitive load measurement in learning. Case studies are provided to aid readers in comprehension and application within various learning situations, and the book concludes with a review of the possible future directions of the discipline.

The Handbook of Multimodal-Multisensor Interfaces, Volume 2

Author : Sharon Oviatt
Publisher : Morgan & Claypool
ISBN 13 : 1970001690
Total Pages : 541 pages
Book Rating : 4.9/5 (7 download)

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Book Synopsis The Handbook of Multimodal-Multisensor Interfaces, Volume 2 by : Sharon Oviatt

Download or read book The Handbook of Multimodal-Multisensor Interfaces, Volume 2 written by Sharon Oviatt and published by Morgan & Claypool. This book was released on 2018-10-08 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces: user input involving new media (speech, multi-touch, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces that often include biosignals. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This second volume of the handbook begins with multimodal signal processing, architectures, and machine learning. It includes recent deep learning approaches for processing multisensorial and multimodal user data and interaction, as well as context-sensitivity. A further highlight is processing of information about users' states and traits, an exciting emerging capability in next-generation user interfaces. These chapters discuss real-time multimodal analysis of emotion and social signals from various modalities, and perception of affective expression by users. Further chapters discuss multimodal processing of cognitive state using behavioral and physiological signals to detect cognitive load, domain expertise, deception, and depression. This collection of chapters provides walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this rapidly expanding field. In the final section of this volume, experts exchange views on the timely and controversial challenge topic of multimodal deep learning. The discussion focuses on how multimodal-multisensor interfaces are most likely to advance human performance during the next decade.

Emotion and Stress Recognition Related Sensors and Machine Learning Technologies

Author : Kyandoghere Kyamakya
Publisher : MDPI
ISBN 13 : 3036511385
Total Pages : 550 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Emotion and Stress Recognition Related Sensors and Machine Learning Technologies by : Kyandoghere Kyamakya

Download or read book Emotion and Stress Recognition Related Sensors and Machine Learning Technologies written by Kyandoghere Kyamakya and published by MDPI. This book was released on 2021-09-01 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techniques. These are relevant in tackling the following challenges: (i) the field readiness and use of intrusive sensor systems and devices for capturing biosignals, including EEG sensor systems, ECG sensor systems and electrodermal activity sensor systems; (ii) the quality assessment and management of sensor data; (iii) data preprocessing, noise filtering and calibration concepts for biosignals; (iv) the field readiness and use of nonintrusive sensor technologies, including visual sensors, acoustic sensors, vibration sensors and piezoelectric sensors; (v) emotion recognition using mobile phones and smartwatches; (vi) body area sensor networks for emotion and stress studies; (vii) the use of experimental datasets in emotion recognition, including dataset generation principles and concepts, quality insurance and emotion elicitation material and concepts; (viii) machine learning techniques for robust emotion recognition, including graphical models, neural network methods, deep learning methods, statistical learning and multivariate empirical mode decomposition; (ix) subject-independent emotion and stress recognition concepts and systems, including facial expression-based systems, speech-based systems, EEG-based systems, ECG-based systems, electrodermal activity-based systems, multimodal recognition systems and sensor fusion concepts and (x) emotion and stress estimation and forecasting from a nonlinear dynamical system perspective. This book, emerging from the Special Issue of the Sensors journal on “Emotion and Stress Recognition Related Sensors and Machine Learning Technologies” emerges as a result of the crucial need for massive deployment of intelligent sociotechnical systems. Such technologies are being applied in assistive systems in different domains and parts of the world to address challenges that could not be addressed without the advances made in these technologies.

Intelligent Information and Database Systems

Author : Ngoc Thanh Nguyen
Publisher : Springer Nature
ISBN 13 : 3031219678
Total Pages : 766 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Intelligent Information and Database Systems by : Ngoc Thanh Nguyen

Download or read book Intelligent Information and Database Systems written by Ngoc Thanh Nguyen and published by Springer Nature. This book was released on 2022-12-08 with total page 766 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022, held Ho Chi Minh City, Vietnam in November 2022. The 113 full papers accepted for publication in these proceedings were carefully reviewed and selected from 406 submissions. The papers of the 2 volume-set are organized in the following topical sections: data mining and machine learning methods, advanced data mining techniques and applications, intelligent and contextual systems, natural language processing, network systems and applications, computational imaging and vision, decision support and control systems, and data modeling and processing for industry 4.0. The accepted and presented papers focus on new trends and challenges facing the intelligent information and database systems community.

Design Computing and Cognition’22

Author : John S Gero
Publisher : Springer Nature
ISBN 13 : 3031204182
Total Pages : 819 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Design Computing and Cognition’22 by : John S Gero

Download or read book Design Computing and Cognition’22 written by John S Gero and published by Springer Nature. This book was released on 2023-01-04 with total page 819 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports research and development that represent the state of the art in artificial intelligence in design, design cognition, design neurocognition, and design theories from the Tenth International Conference on Design Computing and Cognition held in Glasgow, UK, in 2022. The 48 chapters are grouped under the headings of natural language processing and design; design cognition; design neurocognition; learning and design; creative design and co-design; shape grammars; quantum computing; and human behavior. These contributions are of particular interest to design researchers and design educators, as well as to users of advanced computation and cognitive science. This book contains knowledge about the cognitive and neurocognitive behavior of designers, which is valuable to those who need to gain a better understanding of designing.

Artificial Intelligence in Education

Author : Ig Ibert Bittencourt
Publisher : Springer Nature
ISBN 13 : 3030522407
Total Pages : 458 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Artificial Intelligence in Education by : Ig Ibert Bittencourt

Download or read book Artificial Intelligence in Education written by Ig Ibert Bittencourt and published by Springer Nature. This book was released on 2020-07-04 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 12163 and 12164 constitutes the refereed proceedings of the 21th International Conference on Artificial Intelligence in Education, AIED 2020, held in Ifrane, Morocco, in July 2020.* The 49 full papers presented together with 66 short, 4 industry & innovation, 4 doctoral consortium, and 4 workshop papers were carefully reviewed and selected from 214 submissions. The conference provides opportunities for the cross-fertilization of approaches, techniques and ideas from the many fields that comprise AIED, including computer science, cognitive and learning sciences, education, game design, psychology, sociology, linguistics as well as many domain-specific areas. *The conference was held virtually due to the COVID-19 pandemic.

Unlocking Artificial Intelligence

Author : Christopher Mutschler
Publisher : Springer Nature
ISBN 13 : 3031648323
Total Pages : 382 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Unlocking Artificial Intelligence by : Christopher Mutschler

Download or read book Unlocking Artificial Intelligence written by Christopher Mutschler and published by Springer Nature. This book was released on 2024 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides a state-of-the-art overview of current machine learning research and its exploitation in various application areas. It has become apparent that the deep integration of artificial intelligence (AI) methods in products and services is essential for companies to stay competitive. The use of AI allows large volumes of data to be analyzed, patterns and trends to be identified, and well-founded decisions to be made on an informative basis. It also enables the optimization of workflows, the automation of processes and the development of new services, thus creating potential for new business models and significant competitive advantages. The book is divided in two main parts: First, in a theoretically oriented part, various AI/ML-related approaches like automated machine learning, sequence-based learning, deep learning, learning from experience and data, and process-aware learning are explained. In a second part, various applications are presented that benefit from the exploitation of recent research results. These include autonomous systems, indoor localization, medical applications, energy supply and networks, logistics networks, traffic control, image processing, and IoT applications. Overall, the book offers professionals and applied researchers an excellent overview of current exploitations, approaches, and challenges of AI/ML-related research.

Computational Collective Intelligence

Author : Ngoc Thanh Nguyen
Publisher : Springer Nature
ISBN 13 : 3030880818
Total Pages : 817 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Computational Collective Intelligence by : Ngoc Thanh Nguyen

Download or read book Computational Collective Intelligence written by Ngoc Thanh Nguyen and published by Springer Nature. This book was released on 2021-09-29 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Computational Collective Intelligence, ICCCI 2021, held in September/October 2021. The conference was held virtually due to the COVID-19 pandemic. The 58 full papers were carefully reviewed and selected from 230 submissions. The papers are grouped in topical issues on knowledge engineering and semantic web; social networks and recommender systems; collective decision-making; cooperative strategies for decision making and optimization; data mining and machine learning; computer vision techniques; natural language processing; Internet of Things: technologies and applications; Internet of Things and computational technologies for collective intelligence; computational intelligence for multimedia understanding.

Information Systems and Neuroscience

Author : Fred D. Davis
Publisher : Springer Nature
ISBN 13 : 3030281442
Total Pages : 372 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Information Systems and Neuroscience by : Fred D. Davis

Download or read book Information Systems and Neuroscience written by Fred D. Davis and published by Springer Nature. This book was released on 2019-10-23 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the NeuroIS Retreat 2019, held on June 4–6 in Vienna, Austria, reporting on topics at the intersection of information systems (IS) research, neurophysiology and the brain sciences. Featuring the latest findings from top scholars in the field, it offers detailed insights into the neurobiology underlying IS behavior, essential methods and tools and their applications for IS, as well as applying neuroscience and neurophysiological to advance IS theory.

Translation, interpreting, cognition

Author : Tra&Co Group
Publisher : Language Science Press
ISBN 13 : 3961103046
Total Pages : 204 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis Translation, interpreting, cognition by : Tra&Co Group

Download or read book Translation, interpreting, cognition written by Tra&Co Group and published by Language Science Press. This book was released on 2021 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive aspects of the translation process have become central in Translation and Interpreting Studies in recent years, further establishing the field of Cognitive Translatology. Empirical and interdisciplinary studies investigating translation and interpreting processes promise a hitherto unprecedented predictive and explanatory power. This collection contains such studies which observe behaviour during translation and interpreting. The contributions cover a vast area and investigate behaviour during translation and interpreting – with a focus on training of future professionals, on language processing more generally, on the role of technology in the practice of translation and interpreting, on translation of multimodal media texts, on aspects of ergonomics and usability, on emotions, self-concept and psychological factors, and finally also on revision and post-editing. For the present publication, we selected a number of contributions presented at the Second International Congress on Translation, Interpreting and Cognition hosted by the Tra&Co Lab at the Johannes Gutenberg University of Mainz.

Universal Access in Human-Computer Interaction. Access to Learning, Health and Well-Being

Author : Margherita Antona
Publisher : Springer
ISBN 13 : 3319206842
Total Pages : 748 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Universal Access in Human-Computer Interaction. Access to Learning, Health and Well-Being by : Margherita Antona

Download or read book Universal Access in Human-Computer Interaction. Access to Learning, Health and Well-Being written by Margherita Antona and published by Springer. This book was released on 2015-07-18 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four LNCS volume set 9175-9178 constitutes the refereed proceedings of the 9th International Conference on Learning and Collaboration Technologies, UAHCI 2015, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, in Los Angeles, CA, USA in August 2015, jointly with 15 other thematically similar conferences. The total of 1462 papers and 246 posters presented at the HCII 2015 conferences were carefully reviewed and selected from 4843 submissions. These papers of the four volume set address the following major topics: LNCS 9175, Universal Access in Human-Computer Interaction: Access to today's technologies (Part I), addressing the following major topics: LNCS 9175: Design and evaluation methods and tools for universal access, universal access to the web, universal access to mobile interaction, universal access to information, communication and media. LNCS 9176: Gesture-based interaction, touch-based and haptic Interaction, visual and multisensory experience, sign language technologies and smart and assistive environments LNCS 9177: Universal Access to Education, universal access to health applications and services, games for learning and therapy, and cognitive disabilities and cognitive support and LNCS 9178: Universal access to culture, orientation, navigation and driving, accessible security and voting, universal access to the built environment and ergonomics and universal access.

Developments in Implicit Measurements

Author : Alexander Toet
Publisher : Frontiers Media SA
ISBN 13 : 288974342X
Total Pages : 199 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Developments in Implicit Measurements by : Alexander Toet

Download or read book Developments in Implicit Measurements written by Alexander Toet and published by Frontiers Media SA. This book was released on 2022-02-07 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Engineering Psychology and Cognitive Ergonomics

Author : Don Harris
Publisher : Springer
ISBN 13 : 3319911228
Total Pages : 751 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Engineering Psychology and Cognitive Ergonomics by : Don Harris

Download or read book Engineering Psychology and Cognitive Ergonomics written by Don Harris and published by Springer. This book was released on 2018-07-10 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2018, held as part of the 20th International Conference, HCI International 2018, which took place in Las Vegas, Nevada, in July 2018. The total of 1171 papers and 160 posters included in the 30 HCII 2018 proceedings volumes was carefully reviewed and selected from 4346 submissions. EPCE 2018 includes a total of 57 papers; they were organized in topical sections named: mental workload and human error; situation awareness, training and team working; psychophysiological measures and assessment; interaction, cognition and emotion; and cognition in aviation and space.

Human and Machine Learning

Author : Jianlong Zhou
Publisher : Springer
ISBN 13 : 3319904035
Total Pages : 485 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Human and Machine Learning by : Jianlong Zhou

Download or read book Human and Machine Learning written by Jianlong Zhou and published by Springer. This book was released on 2018-06-07 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanation of ML models, human cognitive responses in ML-based decision making, human evaluation of machine learning and domain knowledge in transparent ML applications. This is the first book of its kind to systematically understand the current active research activities and outcomes related to human and machine learning. The book will not only inspire researchers to passionately develop new algorithms incorporating human for human-centred ML algorithms, resulting in the overall advancement of ML, but also help ML practitioners proactively use ML outputs for informative and trustworthy decision making. This book is intended for researchers and practitioners involved with machine learning and its applications. The book will especially benefit researchers in areas like artificial intelligence, decision support systems and human-computer interaction.

Cross-Cultural Design

Author : Pei-Luen Patrick Rau
Publisher : Springer Nature
ISBN 13 : 3031359399
Total Pages : 549 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Cross-Cultural Design by : Pei-Luen Patrick Rau

Download or read book Cross-Cultural Design written by Pei-Luen Patrick Rau and published by Springer Nature. This book was released on 2023-07-08 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-volume set of CCD 2023, constitutes the refereed proceedings of the 25th International Conference on Cross-Cultural Design, CCD 2023, held as Part of the 24th International Conference, HCI International 2023, which took place in July 2023 in Copenhagen, Denmark. The total of 1578 papers and 396 posters included in the HCII 2023 proceedings volumes was carefully reviewed and selected from 7472 submissions. The papers of CCD 2023, Part II address topics related to user experience design in emerging technologies, future-focused design, as well as culturally-informed design of automated and intelligent systems.

Web and Wireless Geographical Information Systems

Author : Mir Abolfazl Mostafavi
Publisher : Springer Nature
ISBN 13 : 3031346122
Total Pages : 197 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Web and Wireless Geographical Information Systems by : Mir Abolfazl Mostafavi

Download or read book Web and Wireless Geographical Information Systems written by Mir Abolfazl Mostafavi and published by Springer Nature. This book was released on 2023-06-04 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume LNCS 13912 constitutes the refereed proceedings of the 20th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2023, in June 12-13, 2023 in Quebec City, QC, Canada. The 9 full papers presented together with 2 short papers were carefully reviewed and selected from 14 submissions. The conference focuses on topics such as Sensors Networks and Data Steaming; Mobility and Navigation; AI for Mobility Data Analytics; Volunteered Geographic information (VGI); Network Analysis and Geovisualization.