Cognitive Infocommunications, Theory and Applications

✍ Scribed by Ryszard Klempous, Jan Nikodem, Péter Zoltán Baranyi

• Publisher: Springer International Publishing
• Year: 2019
• Tongue: English
• Leaves: 465
• Series: Topics in Intelligent Engineering and Informatics 13
• Edition: 1st ed.
• Category: Library

✦ Synopsis

The book gathers the chapters of Cognitive InfoCommunication research relevant to a variety of application areas, including data visualization, emotion expression, brain-computer interfaces or speech technologies. It provides an overview of the kind of cognitive capabilities that are being analyzed and developed. Based on this common ground, it may become possible to see new opportunities for synergy among disciplines that were heretofore viewed as being separate.
Cognitive InfoCommunication begins by modeling human cognitive states and aptitudes in order to better understand what the user of a system is capable of comprehending and doing. The patterns of exploration and the specific tools that are described can certainly be of interest and of great relevance for all researchers who focus on modeling human states and aptitudes.
This innovative research area provides answers to the latest challenges in influence of cognitive states and aptitudes in order to facilitate learning or generally improve performance in certain cognitive tasks such as decision making. Some capabilities are purely human, while others are purely artificial, but in general this distinction is rarely clear-cut. Therefore, when discussing new human cognitive capabilities, the technological background which makes them possible cannot be neglected, and indeed often plays a central role.
This book highlights the synergy between various fields that are perfectly fit under the umbrella of CogInfoCom and contribute to understanding and developing new, human-artificial intelligence hybrid capabilities. These, merged capabilities are currently appearing, and the importance of the role they play in everyday life are unique to the cognitive entity generation that is currently growing up.

✦ Table of Contents

Front Matter ....Pages i-xiii
Using Deep Rectifier Neural Nets and Probabilistic Sampling for Topical Unit Classification (György Kovács, Tamás Grósz, Tamás Váradi)....Pages 1-24
Monte Carlo Methods for Real-Time Driver Workload Estimation Using a Cognitive Architecture (Bertram Wortelen, Anirudh Unni, Jochem W. Rieger, Andreas Lüdtke, Jan-Patrick Osterloh)....Pages 25-48
Cognitive Data Visualization—A New Field with a Long History (Zsolt Győző Török, Ágoston Török)....Pages 49-77
Executive Functions and Personality from a Systemic-Ecological Perspective (Raffaele Sperandeo, Mauro Maldonato, Enrico Moretto, Silvia Dell’Orco)....Pages 79-90
Mirroring and Prediction of Gestures from Interlocutor’s Behavior (Costanza Navarretta)....Pages 91-107
Automatic Labeling Affective Scenes in Spoken Conversations (Firoj Alam, Morena Danieli, Giuseppe Riccardi)....Pages 109-130
Tracking the Expression of Annoyance in Call Centers (Jon Irastorza, María Inés Torres)....Pages 131-151
Modeling of Filled Pauses and Prolongations to Improve Slovak Spontaneous Speech Recognition (Ján Staš, Daniel Hládek, Jozef Juhár)....Pages 153-176
Enhancing Air Traffic Management Security by Means of Conformance Monitoring and Speech Analysis (Milan Rusko, Marián Trnka, Sakhia Darjaa, Jakub Rajčáni, Michael Finke, Tim Stelkens-Kobsch)....Pages 177-199
Compassion Cluster Expression Features in Affective Robotics from a Cross-Cultural Perspective (Barbara Lewandowska-Tomaszczyk, Paul A. Wilson)....Pages 201-225
Understanding Human Sleep Behaviour by Machine Learning (Antonino Crivello, Filippo Palumbo, Paolo Barsocchi, Davide La Rosa, Franco Scarselli, Monica Bianchini)....Pages 227-252
Electroencephalogram-Based Brain-Computer Interface for Internet of Robotic Things (Jozsef Katona, Tibor Ujbanyi, Gergely Sziladi, Attila Kovari)....Pages 253-275
CogInfoCom-Driven Surgical Skill Training and Assessment (László Jaksa, Illés Nigicser, Balázs Szabó, Dénes Ákos Nagy, Péter Galambos, Tamás Haidegger)....Pages 277-304
Cognitive Cloud-Based Telemedicine System (Ábel Garai, István Péntek, Attila Adamkó)....Pages 305-328
Pilot Application of Eye-Tracking to Analyze a Computer Exam Test (Tibor Ujbanyi, Gergely Sziladi, Jozsef Katona, Attila Kovari)....Pages 329-347
The Edu-coaching Method in the Service of Efficient Teaching of Disruptive Technologies (Ildikó Horváth)....Pages 349-363
3D Modeling and Printing Interpreted in Terms of Cognitive Infocommunication (Ildikó Papp, Marianna Zichar)....Pages 365-389
Constraints Programming Driven Decision Support System for Rapid Production Flow Planning (Grzegorz Bocewicz, Ryszard Klempous, Zbigniew Banaszak)....Pages 391-410
Improving Adaptive Gameplay in Serious Games Through Interactive Deep Reinforcement Learning (Aline Dobrovsky, Uwe M. Borghoff, Marko Hofmann)....Pages 411-432
A Study on a Protocol for Ad Hoc Network Based on Bluetooth Low Energy (Atsushi Ito, Hiroyuki Hatano)....Pages 433-458
Back Matter ....Pages 459-462

✦ Subjects

Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Signal, Image and Speech Processing; User Interfaces and Human Computer Interaction; Computer Imaging, Vision, Pattern Recognition and Graphics