Lecture Notes in Computer Science 8908 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany
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Hugo Plácido da Silva Andreas Holzinger Stephen Fairclough Dennis Majoe (Eds.) Physiological Computing Systems First International Conference, PhyCS 2014 Lisbon, Portugal, January 7 9, 2014 Revised Selected Papers 123
Editors Hugo Plácido da Silva IT - Instituto de Telecomunicações Lisbon Portugal Andreas Holzinger Medical University Graz Graz Austria Stephen Fairclough Liverpool John Moores Liverpool, Merseyside UK Dennis Majoe ETH Zurich Zurich Switzerland ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-662-45685-9 ISBN 978-3-662-45686-6 (ebook) DOI 10.1007/978-3-662-45686-6 Library of Congress Control Number: 2014957647 LNCS Sublibrary: SL3 Information Systems and Applications, incl. Internet/Web, and HCI Springer Heidelberg New York Dordrecht London Springer-Verlag Berlin Heidelberg 2014 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper Springer-Verlag GmbH Berlin Heidelberg is part of Springer Science+Business Media (www.springer.com)
Preface The International Conference on Physiological Computing Systems (PhyCS 2014) was held in Lisbon, Portugal, during January 7 9, 2014, with the organization and sponsorship of the Institute for Systems and Technologies of Information, Control, and Communication (INSTICC). This was the first in a series of annual meetings of the physiological interaction and computing community, and serves as the main international forum for engineers, computer scientists, and health professionals, interested in outstanding research and development that bridges the gap between physiological data handling and humancomputer interaction. In 2014, PhyCS had the cooperation of the ACM SIGCHI, FP7 EMOTE, FP7 CuPiD, and FP7 ABC and also had the support and collaboration of Philips Research, Carnegie Mellon Portugal, MIT Portugal, Fraunhofer AICOS, and several other partners. Physiological data in its different dimensions, either bioelectrical, biomechanical, biochemical, or biophysical, and collected through specialized biomedical devices, video and image capture, or other sources, is opening new boundaries in the field of human-computer interaction into what can be defined as Physiological Computing. Given the topical nature of this subject, PhyCS 2014 brought together people interested in creating novel interaction devices, adaptable interfaces, algorithms, and tools, through the study, planning, and design of interfaces between people and computers that are supported by multimodal biosignals. Researchers attending PhyCS sought to extend the state of the art by harnessing the power of physiological data to refine the symbiosis between humans and computers in such a way that the resulting interactive experiences lead to richer and improved outcomes. Papers accepted in the event related to synergetic disciplines such as biomedical engineering, computer science, electrical engineering, affective computing, accessibility, usability, computer graphics, arts, etc., and addressed topics such as the design of new wearable devices that make physiological data acquisition more pervasive, the design of user interfaces capable of recognizing and adapting to changes in the physiological state of the user, and/or the creation of algorithms to enable robust and seamless control of computational resources using physiological data sources as input. The conference received 52 submissions of which only 13 papers have been accepted as full papers. This volume is a collection of the best 10 papers, resulting in a final acceptance rate of approximately 20 %. We would like to express our gratitude, first of all, to the contributing authors of the technical papers, whose work and dedication made it possible to put together an exciting program of high technical quality. We would also like to thank all the members of the international Program Committee and auxiliary reviewers, who provided a comprehensive set of thoughtful reviews, helping us with their expertise and time. We would also like to thank the invited
VI Preface speakers for their invaluable contribution and for sharing their vision in their talks. We are especially grateful to the INSTICC Steering Committee whose invaluable work made this event possible. October 2014 Hugo Plácido da Silva Andreas Holzinger Stephen Fairclough Dennis Majoe
Organization Conference Chair Hugo Plácido da Silva IT - Instituto de Telecomunicações, Portugal Program Co-chairs Andreas Holzinger Stephen Fairclough Dennis Majoe Medical University of Graz, Austria Liverpool John Moores University, UK ETH Zurich, Switzerland Industrial Co-chairs Chad Stephens Oliver Brdiczka Jakub Tkaczuk NASA Langley Research Center, USA XEROX Palo Alto Research Center, USA Samsung R&D Institute, Poland Program Committee Julio Abascal University of the Basque Country, Spain Jean-Marie Aerts M3-BIORES, Katholieke Universitëit Leuven, Belgium Jesús Alonso Universidad de Las Palmas de Gran Canaria, Spain Philip Azariadis University of the Aegean, Greece Panagiotis D. Bamidis Aristotle University of Thessaloniki, Greece Bert-Jan van Beijnum University of Twente, The Netherlands Juan-Manuel Belda-Lois Instituto de Biomecánica de Valência, Spain Sergi Bermudez i Badia Madeira Interactive Technologies Institute/ Universidade da Madeira, Portugal Bir Bhanu University of California, Riverside, USA Dinesh Bhatia Deenbandhu Chhotu Ram University of Science and Technology, India Luciano Boquete University of Alcalá, Spain Jovan Brankov Illinois Institute of Technology, USA Ahmet Çakir ERGONOMIC Institute, Germany Mónica Cameirão Madeira Interactive Technologies Institute, Portugal Tolga Can Middle East Technical University, Turkey M. Emre Celebi Louisiana State University in Shreveport, USA Guillaume Chanel University of Geneva, Switzerland Wei Cheng Garena Online Pte. Ltd., Singapore
VIII Organization Pietro Cipresso Miguel Coimbra Diane Cook David Cornforth Fernando Cruz Antoine Danchin Thomas Dandekar Farzin Deravi Sérgio Deusdado Gintautas Dzemyda George Eleftherakis Mireya Fernández Chimeno Leonardo Franco Claude Frasson Christoph Friedrich André Gagalowicz Juan Carlos Garcia Garcia Max Garzon Kiel Gilleade Daniel Gonçalves David Greenhalgh Tiago Guerreiro Leontios Hadjileontiadis Andras Hajdu Andrew Hamilton-Wright Thomas Hinze Eivind Hovig Hailiang Huang Joris Janssen Bo Jin Sergi Jorda Joaquim Jorge Ricardo Jota Anastasia Kastania Jonghwa Kim Stefanos Kollias Shin ichi Konomi Dimitri Konstantas Georgios Kontaxakis IRCCS Istituto Auxologico Italiano, Italy Faculdade de Ciências da Universidade do Porto, Portugal Washington State University, USA University of Newcastle, Australia Escola Superior de Tecnologia de Setúbal IPS, Portugal AMAbiotics SAS, France University of Würzburg, Germany University of Kent, UK Instituto Politecnico de Bragança, Portugal Vilnius University, Lithuania International Faculty of the University of Sheffield, Greece Universitat Politècnica de Catalunya, Spain Universidad de Málaga, Spain University of Montreal, Canada University of Applied Science and Arts Dortmund, Germany Inria, France Universidad de Alcalá, Spain University of Memphis, USA Liverpool John Moores University, UK INESC-id/Instituto Superior Técnico, Portugal University of Strathclyde, UK University of Lisbon, Portugal Aristotle University of Thessaloniki, Greece University of Debrecen, Hungary Mount Allison University, Canada Friedrich Schiller University Jena, Germany Norwegian Radium Hospital, Norway Massachusetts General Hospital, USA Philips Research Europe, The Netherlands Sigma-Aldrich, USA Pompeu Fabra University, Spain INESC-id/Instituto Superior Técnico, Portugal University of Toronto, Canada Athens University of Economics and Business, Greece University of Augsburg, Germany National Technical University of Athens, Greece University of Tokyo, Japan University of Geneva, Switzerland Universidad Politécnica de Madrid, Spain
Organization IX Egon van den Broek Iolanda Leite Hongen Liao Chun-Cheng Lin Huei-Yung Lin Giuseppe Liotta Paulo Lobato Correia Martin Lopez-Nores Mai Mabrouk Jarmo Malinen Dan Mandru Francesco Marcelloni Elena Marchiori Jan Mares Jorge Martins Alice Maynard Gianluigi Me Gerrit Meixner Nuno Mendes Silvano Mignanti Ji Ming Yehya Mohamad Pedro Tiago Umberto Morbiducci Mihaela Morega Alexandru Morega Hammadi Nait-Charif Nicoletta Nicolaou Domen Novak Ian Oakley Rui Pedro Paiva Gonzalo Pajares Richard Pak Krzysztof Pancerz Chaoyi Pang George Panoutsos Joao Papa José Pazos-Arias Evan Peck University of Twente/Radboud UMC Nijmegen, The Netherlands INESC-id/Instituto Superior Técnico, Portugal Tsinghua University, China National Chiao Tung University, Taiwan National Chung Cheng University, Taiwan University of Perugia, Italy Instituto Superior Técnico, Portugal University of Vigo, Spain Misr University for Science and Technology, Egypt Aalto University, Finland Technical University of Cluj Napoca, Romania University of Pisa, Italy Radboud University, The Netherlands Institute of Chemical Technology Prague, Czech Republic Instituto Superior Técnico, Portugal Future Inclusion, UK Università degli Studi di Roma Tor Vergata, Italy Heilbronn University, Germany Instituto de Biologia Experimental e Tecnológica, Portugal Sapienza University of Rome, Italy Queen s University Belfast, UK Fraunhofer FIT, Germany Monteiro INESC-id, Portugal Politecnico di Torino, Italy University Politehnica of Bucharest, Romania University Politehnica of Bucharest, Romania Bournemouth University, UK Imperial College London, UK ETH Zurich, Switzerland Ulsan National Institute of Science and Technology, Korea University of Coimbra, Portugal Universidad Complutense de Madrid, Spain Clemson University, USA University of Information Technology and Management, Poland CSIRO/The Australian e-health Research Centre, Australia The University of Sheffield, UK Universidade Estadual Paulista (UNESP), Brazil University of Vigo, Spain Tufts University, USA
X Organization Ernesto Pereda University La Laguna, Spain Vitor Pires Escola Superior de Tecnologia de Setúbal IPS, Portugal Danny Plass-Oude Bos University of Twente, The Netherlands Ales Prochazka Institute of Chemical Technology, Czech Republic John Qiang Gan University of Essex, UK José Joaquín Rieta Universidad Politécnica de Valencia, Spain Luís Rocha University of Minho, Portugal Carsten Röcker OWL University and Fraunhofer IOSB-INA, Germany Marcos Rodrigues Sheffield Hallam University, UK Maytham Safar Kuwait University, Kuwait George Sakellaropoulos University of Patras, Greece J. Cristian Salgado University of Chile, Chile Ovidio Salvetti National Research Council of Italy (CNR), Italy João Sanches ISR/Instituto Superior Técnico, Portugal Andres Santos Universidad Politécnica de Madrid, Spain Nilanjan Sarkar Vanderbilt University, USA Akio Sashima AIST, Japan Reinhold Scherer Graz University of Technology, Austria Tapio Seppänen University of Oulu, Finland Christine Sinoquet University of Nantes, France Ferdous Sohel University of Western Australia, Australia Jordi Solé-Casals University of Vic, Spain Irena Spasic University of Cardiff, UK Mu-Chun Su National Central University, Taiwan Hiroki Takada University of Fukui, Japan Wallapak Tavanapong Iowa State University, USA Miguel Tavares da Silva Instituto Superior Técnico, Portugal António Teixeira Universidade de Aveiro, Portugal Li Teng University of Iowa, USA Carlos Travieso University of Las Palmas de Gran Canaria, Spain George Tsihrintzis University of Piraeus, Greece Alexander Tsouknidas Aristotle University of Thessaloniki, Greece Alexey Tsymbal Siemens AG, Germany Norimichi Ukita Nara Institute of Science and Technology, Japan Pepijn van de Ven University of Limerick, Ireland Marjolein van der Zwaag Philips Research Europe, The Netherlands Bart Vanrumste Katholieke Universiteit Leuven, Belgium Michal Vavrecka Czech Technical University, Czech Republic Ricardo Vigário Aalto University School of Science, Finland Shigeo Wada Osaka University, Japan Eric Wade University of Tennessee, USA Justin Wan University of Waterloo, Canada Yuanyuan Wang Fudan University, China Junzo Watada Waseda University, Japan
Organization XI Quan Wen Joyce Westerink Nicholas Wickstrom Pew-Thian Yap Erliang Zeng Huiru Zheng Leming Zhou Li Zhuo André Zúquete University of Electronic Science and Technology of China, china Philips Research Europe, The Netherlands Halmstad University, Sweden University of North Carolina at Chapel Hill, USA University of South Dakota, USA University of Ulster, UK University of Pittsburgh, USA Beijing University of Technology, China IEETA/IT/Universidade de Aveiro, Portugal Organizing Committee Bruno Encarnação INSTICC, Portugal Partners We are grateful to the following companies and institutions for their support in our aims to bridge Science and Industry: ACM In-Cooperation, ACM SIGCHI, Anditec Tecnologias de Reabilitação, Carnegie Mellon Portugal, FP7 EMOTE, FP7 CuPiD, FP7 ABC, Fraunhofer AICOS, Fundação PT, Health Cluster Portugal, INSTICC Institute for Systems and Technologies of Information Control and Communication, IT Instituto de Telecomunicações, MIT Portugal, Philips Research, PLUX Wireless Biosignals, SAPO Labs, SCITEEVENTS, SCITEPRESS, SCITESOFT.
Contents Methodologies and Methods Wavelet Lifting over Information-Based EEG Graphs for Motor Imagery Data Classification......................................... 3 Javier Asensio-Cubero, John Q. Gan, and Ramaswamy Palaniappan Extracting Emotions and Communication Styles from Prosody........... 21 Licia Sbattella, Luca Colombo, Carlo Rinaldi, Roberto Tedesco, Matteo Matteucci, and Alessandro Trivilini Multiresolution Feature Extraction During Psychophysiological Inference: Addressing Signals Asynchronicity.............................. 43 François Courtemanche, Aude Dufresne, and Élise L. LeMoyne Devices Paper-Based Inkjet Electrodes: Experimental Study for ECG Applications... 59 Ana Priscila Alves, João Martins, Hugo Plácido da Silva, André Lourenço, Ana Fred, and Hugo Ferreira An EOG-Based Automatic Sleep Scoring System and Its Related Application in Sleep Environmental Control................................ 71 Chih-En Kuo, Sheng-Fu Liang, Yi-Chieh Lee, Fu-Yin Cherng, Wen-Chieh Lin, Peng-Yu Chen, Yen-Chen Liu, and Fu-Zen Shaw Applications Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback...................................... 91 Marília Barandas, Hugo Gamboa, and José Manuel Fonseca Online Classifier Adaptation for the Detection of P300 Target Recognition Processes in a Complex Teleoperation Scenario..................... 105 Hendrik Woehrle and Elsa Andrea Kirchner Impact on Biker Effort of Electric Bicycle Utilization: Results from On-Road Monitoring in Lisbon, Portugal...................... 119 Gonçalo Duarte, Magno Mendes, and Patrícia Baptista
XIV Contents Human Factors Learning Effective Models of Emotions from Physiological Signals: The Seven Principles........................................ 137 Rui Henriques and Ana Paiva A Generic Effort-Based Behavior Description for User Engagement Analysis... 157 Benedikt Gollan and Alois Ferscha Author Index... 171