Augmented cognition : theoretical and technological approaches : 14th International Conference, AC 2020, held as part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings.: theoretical and technological approaches : 14th International Conference, AC 2020, held as part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings. Part I (2020)

• Record Type: Book
• Other Titles: AC 2020
• Further Information: Note: Dylan D. Schmorrow, Cali M. Fidopiastis (eds.).
• Other Names: Schmorrow, Dylan, 1967-; Fidopiastis, Cali M; International Conference on Augmented Cognition, 14th; International Conference on Human-Computer Interaction, 22nd
• Contents: Intro -- Foreword -- HCI International 2020 Thematic Areas and Affiliated Conferences -- Contents -- Part I -- Contents -- Part II -- Cognitive Modeling, Perception, Emotion and Interaction -- User Evaluation of Affective Dynamic Difficulty Adjustment Based on Physiological Deep Learning -- 1 Introduction -- 2 Related Work -- 2.1 Dynamic Difficulty Adjustment -- 2.2 Affective Modeling in Games -- 3 Methodology -- 3.1 Affective Data -- 3.2 Electrodermal Activity -- 3.3 Baseline Affective Models -- 3.4 Affective End-to-End Learning -- 3.5 The Tetris Game -- 3.6 User Study -- 4 Results 4.1 Affective Modeling -- 4.2 User Study -- 5 Discussion -- 5.1 Model Performance -- 5.2 User Perception of Adaptation Methods -- 5.3 Future Work -- 6 Conclusions -- References -- Understanding Challenges Presented Using Emojis as a Form of Augmented Communication -- 1 Introduction -- 1.1 Relevance -- 1.2 Relevance -- 1.3 History -- 2 Difficulties of Building an Emoji Recommender System -- 3 Description of the Task -- 3.1 Contribution -- 4 Related Work -- 5 Dataset and Methods -- 5.1 Methods -- 5.2 Dataset -- 5.3 Word Representations -- 5.4 Personalized Learning 5.5 Next Word Suggestion Algorithm -- 5.6 Mapping from a Word to Emoji -- 5.7 Evaluating Emotion -- 5.8 Scoring -- 5.9 Implementation -- 6 Evaluation Methods -- 7 Analysis -- 8 Conclusion -- 8.1 Multi-variable vs. Binary Classifier -- 8.2 Future Work -- References -- Investigation of Biological Signals Under the Stimulation of Basic Tastes -- 1 Introduction -- 2 Proposal -- 3 Experiment -- 3.1 Subjects -- 3.2 Stimuli -- 3.3 Procedure -- 3.4 EEG and ECG Data Collection -- 4 Experimental Results -- 4.1 Analysis of Signals -- 5 Results -- 6 Conclusion and Future Work -- References Multimodal Analysis Using Neuroimaging and Eye Movements to Assess Cognitive Workload -- 1 Introduction -- 1.1 Background -- 1.2 Multidimensionality of Cognitive Workload -- 1.3 Multimodal Approach -- 2 Methodology -- 2.1 Participants -- 2.2 Simulator and Sensors Used -- 2.3 Scenario and Task -- 2.4 Data Analysis -- 3 Results -- 3.1 Correlation Between Task, Behavioral and Physiological Measures -- 3.2 Interaction Between Task and Behavioral Measures -- 3.3 Effects of Changes in Drivers and Mediators on Neural and Psychophysiological Measures 3.4 Changes in Neural and Physiological Measures Relative to Each Other -- 4 Discussion -- References -- Challenges and Prospects of Emotional State Diagnosis in Command and Control Environments -- 1 Introduction -- 1.1 Background -- 1.2 Hypotheses -- 2 Methodology -- 2.1 Sample Description -- 2.2 Experimental Task -- 2.3 Operationalization of Variables -- 2.4 Statistical Analysis -- 3 Results -- 4 Discussion -- 4.1 Individual Differences in Facial Expressions of Emotion -- 4.2 Type of Tasks Unsuitable for the Investigation of Emotional States -- 4.3 Methodical Reasons
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (303 p.)
• Subjects: 005.437; Human-computer interaction -- Congresses; Human engineering -- Congresses; Cognition -- Congresses; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030503536; 3030503534
• Related ISBNs: 9783030503529
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.