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The Paradigm Shift to Multimodality in Contemporary Computer Interfaces [electronic resource] / by Sharon Oviatt, Philip R. Cohen.

By: Oviatt, Sharon [author.].
Contributor(s): Cohen, Philip R [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Synthesis Lectures on Human-Centered Informatics: Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Edition: 1st ed. 2015.Description: XXII, 221 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031022135.Subject(s): User interfaces (Computer systems) | Human-computer interaction | Application software | Software engineering | Mobile computing | Operating systems (Computers) | Computer programs -- Testing | User Interfaces and Human Computer Interaction | Computer and Information Systems Applications | Software Engineering | Mobile Computing | Operating Systems | Software TestingAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.437 | 004.019 Online resources: Click here to access online
Contents:
Preface: Intended Audience and Teaching with this Book -- Acknowledgments -- Introduction -- Definition and Typre of Multimodal Interface -- History of Paradigm Shift from Graphical to Multimodal Interfaces -- Aims and Advantages of Multimodal Interfaces -- Evolutionary, Neuroscience, and Cognitive Foundations of Multimodal Interfaces -- Theoretical Foundations of Multimodal Interfaces -- Human-Centered Design of Multimodal Interfaces -- Multimodal Signal Processing, Fusion, and Architectures -- Multimodal Language, Semantic Processing, and Multimodal Integration -- Commercialization of Multimodal Interfaces -- Emerging Multimodal Research Areas, and Applications -- Beyond Multimodality: Designing More Expressively Powerful Interfaces -- Conclusions and Future Directions -- Bibliography -- Author Biographies.
In: Springer Nature eBookSummary: During the last decade, cell phones with multimodal interfaces based on combined new media have become the dominant computer interface worldwide. Multimodal interfaces support mobility and expand the expressive power of human input to computers. They have shifted the fulcrum of human-computer interaction much closer to the human. This book explains the foundation of human-centered multimodal interaction and interface design, based on the cognitive and neurosciences, as well as the major benefits of multimodal interfaces for human cognition and performance. It describes the data-intensive methodologies used to envision, prototype, and evaluate new multimodal interfaces. From a system development viewpoint, this book outlines major approaches for multimodal signal processing, fusion, architectures, and techniques for robustly interpreting users' meaning. Multimodal interfaces have been commercialized extensively for field and mobile applications during the last decade. Research also is growing rapidly in areas like multimodal data analytics, affect recognition, accessible interfaces, embedded and robotic interfaces, machine learning and new hybrid processing approaches, and similar topics. The expansion of multimodal interfaces is part of the long-term evolution of more expressively powerful input to computers, a trend that will substantially improve support for human cognition and performance. Table of Contents: Preface: Intended Audience and Teaching with this Book / Acknowledgments / Introduction / Definition and Typre of Multimodal Interface / History of Paradigm Shift from Graphical to Multimodal Interfaces / Aims and Advantages of Multimodal Interfaces / Evolutionary, Neuroscience, and Cognitive Foundations of Multimodal Interfaces / Theoretical Foundations of Multimodal Interfaces / Human-Centered Design of Multimodal Interfaces / Multimodal Signal Processing, Fusion, and Architectures / Multimodal Language, Semantic Processing, and Multimodal Integration / Commercialization of Multimodal Interfaces / Emerging Multimodal Research Areas, and Applications / Beyond Multimodality: Designing More Expressively Powerful Interfaces / Conclusions and Future Directions / Bibliography / Author Biographies.
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Preface: Intended Audience and Teaching with this Book -- Acknowledgments -- Introduction -- Definition and Typre of Multimodal Interface -- History of Paradigm Shift from Graphical to Multimodal Interfaces -- Aims and Advantages of Multimodal Interfaces -- Evolutionary, Neuroscience, and Cognitive Foundations of Multimodal Interfaces -- Theoretical Foundations of Multimodal Interfaces -- Human-Centered Design of Multimodal Interfaces -- Multimodal Signal Processing, Fusion, and Architectures -- Multimodal Language, Semantic Processing, and Multimodal Integration -- Commercialization of Multimodal Interfaces -- Emerging Multimodal Research Areas, and Applications -- Beyond Multimodality: Designing More Expressively Powerful Interfaces -- Conclusions and Future Directions -- Bibliography -- Author Biographies.

During the last decade, cell phones with multimodal interfaces based on combined new media have become the dominant computer interface worldwide. Multimodal interfaces support mobility and expand the expressive power of human input to computers. They have shifted the fulcrum of human-computer interaction much closer to the human. This book explains the foundation of human-centered multimodal interaction and interface design, based on the cognitive and neurosciences, as well as the major benefits of multimodal interfaces for human cognition and performance. It describes the data-intensive methodologies used to envision, prototype, and evaluate new multimodal interfaces. From a system development viewpoint, this book outlines major approaches for multimodal signal processing, fusion, architectures, and techniques for robustly interpreting users' meaning. Multimodal interfaces have been commercialized extensively for field and mobile applications during the last decade. Research also is growing rapidly in areas like multimodal data analytics, affect recognition, accessible interfaces, embedded and robotic interfaces, machine learning and new hybrid processing approaches, and similar topics. The expansion of multimodal interfaces is part of the long-term evolution of more expressively powerful input to computers, a trend that will substantially improve support for human cognition and performance. Table of Contents: Preface: Intended Audience and Teaching with this Book / Acknowledgments / Introduction / Definition and Typre of Multimodal Interface / History of Paradigm Shift from Graphical to Multimodal Interfaces / Aims and Advantages of Multimodal Interfaces / Evolutionary, Neuroscience, and Cognitive Foundations of Multimodal Interfaces / Theoretical Foundations of Multimodal Interfaces / Human-Centered Design of Multimodal Interfaces / Multimodal Signal Processing, Fusion, and Architectures / Multimodal Language, Semantic Processing, and Multimodal Integration / Commercialization of Multimodal Interfaces / Emerging Multimodal Research Areas, and Applications / Beyond Multimodality: Designing More Expressively Powerful Interfaces / Conclusions and Future Directions / Bibliography / Author Biographies.

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