Title Advances in Artificial Intelligence, Software and Systems Engineering : Proceedings of the AHFE 2019 International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, July 24-28, 2019, Washington, D.C., USA / Tareq Ahram, editor

Published Cham : Springer, 2019

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Description 1 online resource (681 pages) Series Advances in Intelligent Systems and Computing Ser. ; v. 965 Advances in intelligent systems and computing ; 965. Contents Intro; Advances in Human Factors and Ergonomics 2019; Preface; Software, and Systems Engineering/Artificial Intelligence and Social Computing; Human Factors in Energy; Contents; Artificial Intelligence and Social Computing; Using Information Processing Strategies to Predict Message Level Contagion in Social Media; Abstract; 1 Motivation; 1.1 Assessing Message Level Influence Using Depth of Processing; 2 Data Collection; 2.1 Obtaining the Dataset; 2.2 Finite Options for How People Can Interact with Tweets; 2.3 Data Sample; 3 Method; 4 Evaluation and Results 4.1 Correlation with User-Level Influence4.2 Correlation with Emotions; 5 Discussion; 6 Conclusions and Future Work; Acknowledgements; References; EmoVis -- An Interactive Visualization Tool to Track Emotional Trends During Crisis Events; Abstract; 1 Motivation; 2 Related Work; 2.1 Emotion Analysis from Social Media Text; 2.2 Visualization Tools for Analysis of Timeline Data; 3 Method; 3.1 Data Collection; 3.2 Automated Analysis of Emotion; 3.3 Tool Implementation and Design; 4 EmoVis -- Emotional Trends Visualization Tool; 5 Discussion; 6 Conclusion and Future Work; Acknowledgements 2.1 Excess Media Coverage Computations2.2 Raw Momentum Return Computations; 2.3 Capital Asset Pricing Model; 2.4 Three-Factor Model; 2.5 Four-Factor Model; 2.6 Momentum Portfolios with Various Classifications; 2.7 Data Descriptions; 3 Empirical Findings; 3.1 Risk-Adjusted Momentum Returns; 3.2 Factor Sensitiveness of Factor Models; 4 Conclusions; References; Actionable Pattern Discovery for Tweet Emotions; Abstract; 1 Introduction; 2 Related Work; 2.1 Emotion Classification from Text; 2.2 Actionable Pattern Mining; 3 Methodology; 3.1 Data Collection; 3.2 Pre-processing; 3.3 Emotion Labeling 3.4 Additional Pre-processing3.5 Emotion Classification; 3.6 Actionable Pattern Mining; 3.7 Spark Scalability for Big Data; 4 Experiments and Results; 4.1 Classification -- Support Vector Machine; 4.2 Action Rules; 5 Conclusion; References; Fourth Industrial Revolution: An Impact on Health Care Industry; Abstract; 1 Introduction; 2 Previous Study; 3 Fourth Industrial Revolution; 4 Informatics Research in Health Care; 4.1 Revolution in HealthCare; 4.2 Drones in HealthCare; 4.3 Artificial Neural Networks in HealthCare; 4.4 Security in Healthcare; 5 Results and Discussion Bibliography ReferencesSocial Convos: A New Approach to Modeling Information Diffusion in Social Media; Abstract; 1 Introduction; 2 Motivation; 3 Related Work; 4 Simulating Future Behavior; 4.1 Types of Events; 4.2 Features; 4.3 Clustering; 4.4 Training Set for Machine Learning; 5 Predicting Collective Behavior; 5.1 Discovered Behavioral Trends; 5.2 Evaluation and Results; 6 Future Work; 7 Conclusion; Acknowledgments; References; Manipulated Information Dissemination and Risk-Adjusted Momentum Return in the Chinese Stock Market; Abstract; 1 Introduction; 2 Empirical Setup and Data Notes 5.1 Image Classification Print version record Subject Human-computer interaction -- Congresses Artificial intelligence -- Congresses Software engineering -- Congresses Artificial intelligence Human-computer interaction Software engineering Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Ahram, Tareq Z. International Conference on Human Factors, Software, Service and Systems Engineering (2019 : Washington, D.C.) International Conference of Human Factors in Energy (2019 : Washington, D.C.) ISBN 9783030204549 3030204545

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