A short review and primer on electromyography in human computer interaction applications. Ravaja, N., Cowley, B., & Torniainen, J. In volume 1608, of arXiv.org. Cornell University, 08041v2 edition, August, 2016. Type: Otherabstract bibtex The application of psychophysiology in human-computer interaction is a growing field with significant potential for future smart personalised systems. Working in this emerging field requires comprehension of an array of physiological signals and analysis techniques. Electromyography (EMG) is a useful signal to estimate the emotional context of individuals, because it is relatively robust, and simple to record and analyze. Common uses are to infer emotional valence in response to a stimulus, and to index some symptoms of stress. However, in order to interpret EMG signals, they must be considered alongside data on physical, social and intentional context. Here we present a short review on the application of EMG in human-computer interaction. This paper aims to serve as a primer for the novice, enabling rapid familiarisation with the latest core concepts. We put special emphasis on everyday human-computer interface applications to distinguish from the more common clinical or sports uses of psychophysiology. This paper is an extract from a comprehensive review of the entire field of ambulatory psychophysiology, including 12 similar chapters, plus application guidelines and systematic review. Thus any citation should be made using the following reference: B. Cowley, M. Filetti, K. Lukander, J. Torniainen, A. Henelius, L. Ahonen, O. Barral, I. Kosunen, T. Valtonen, M. Huotilainen, N. Ravaja, G. Jacucci. The Psychophysiology Primer: a guide to methods and a broad review with a focus on human-computer interaction. Foundations and Trends in Human-Computer Interaction, vol. 9, no. 3-4, pp. 150–307, 2016.
@incollection{ravaja_short_2016,
edition = {08041v2},
series = {{arXiv}.org},
title = {A short review and primer on electromyography in human computer interaction applications},
volume = {1608},
abstract = {The application of psychophysiology in human-computer interaction is a growing field with significant potential for future smart personalised systems. Working in this emerging field requires comprehension of an array of physiological signals and analysis techniques. Electromyography (EMG) is a useful signal to estimate the emotional context of individuals, because it is relatively robust, and simple to record and analyze. Common uses are to infer emotional valence in response to a stimulus, and to index some symptoms of stress. However, in order to interpret EMG signals, they must be considered alongside data on physical, social and intentional context. Here we present a short review on the application of EMG in human-computer interaction. This paper aims to serve as a primer for the novice, enabling rapid familiarisation with the latest core concepts. We put special emphasis on everyday human-computer interface applications to distinguish from the more common clinical or sports uses of psychophysiology. This paper is an extract from a comprehensive review of the entire field of ambulatory psychophysiology, including 12 similar chapters, plus application guidelines and systematic review. Thus any citation should be made using the following reference: B. Cowley, M. Filetti, K. Lukander, J. Torniainen, A. Henelius, L. Ahonen, O. Barral, I. Kosunen, T. Valtonen, M. Huotilainen, N. Ravaja, G. Jacucci. The Psychophysiology Primer: a guide to methods and a broad review with a focus on human-computer interaction. Foundations and Trends in Human-Computer Interaction, vol. 9, no. 3-4, pp. 150–307, 2016.},
language = {English},
publisher = {Cornell University},
author = {Ravaja, Niklas and Cowley, Benjamin and Torniainen, Jari},
month = aug,
year = {2016},
note = {Type: Other},
keywords = {cs.HC},
}
Downloads: 0
{"_id":"MvaS5BfSPJA6BevK8","bibbaseid":"ravaja-cowley-torniainen-ashortreviewandprimeronelectromyographyinhumancomputerinteractionapplications-2016","downloads":0,"creationDate":"2016-08-31T09:49:35.397Z","title":"A short review and primer on electromyography in human computer interaction applications","author_short":["Ravaja, N.","Cowley, B.","Torniainen, J."],"year":2016,"bibtype":"incollection","biburl":"https://api.zotero.org/users/19634/collections/TV78LMMA/items?key=F9XtACoGIqxy1Fi3Cdhh8Bxq&format=bibtex&limit=100","bibdata":{"bibtype":"incollection","type":"incollection","edition":"08041v2","series":"arXiv.org","title":"A short review and primer on electromyography in human computer interaction applications","volume":"1608","abstract":"The application of psychophysiology in human-computer interaction is a growing field with significant potential for future smart personalised systems. Working in this emerging field requires comprehension of an array of physiological signals and analysis techniques. Electromyography (EMG) is a useful signal to estimate the emotional context of individuals, because it is relatively robust, and simple to record and analyze. Common uses are to infer emotional valence in response to a stimulus, and to index some symptoms of stress. However, in order to interpret EMG signals, they must be considered alongside data on physical, social and intentional context. Here we present a short review on the application of EMG in human-computer interaction. This paper aims to serve as a primer for the novice, enabling rapid familiarisation with the latest core concepts. We put special emphasis on everyday human-computer interface applications to distinguish from the more common clinical or sports uses of psychophysiology. This paper is an extract from a comprehensive review of the entire field of ambulatory psychophysiology, including 12 similar chapters, plus application guidelines and systematic review. Thus any citation should be made using the following reference: B. Cowley, M. Filetti, K. Lukander, J. Torniainen, A. Henelius, L. Ahonen, O. Barral, I. Kosunen, T. Valtonen, M. Huotilainen, N. Ravaja, G. Jacucci. The Psychophysiology Primer: a guide to methods and a broad review with a focus on human-computer interaction. Foundations and Trends in Human-Computer Interaction, vol. 9, no. 3-4, pp. 150–307, 2016.","language":"English","publisher":"Cornell University","author":[{"propositions":[],"lastnames":["Ravaja"],"firstnames":["Niklas"],"suffixes":[]},{"propositions":[],"lastnames":["Cowley"],"firstnames":["Benjamin"],"suffixes":[]},{"propositions":[],"lastnames":["Torniainen"],"firstnames":["Jari"],"suffixes":[]}],"month":"August","year":"2016","note":"Type: Other","keywords":"cs.HC","bibtex":"@incollection{ravaja_short_2016,\n\tedition = {08041v2},\n\tseries = {{arXiv}.org},\n\ttitle = {A short review and primer on electromyography in human computer interaction applications},\n\tvolume = {1608},\n\tabstract = {The application of psychophysiology in human-computer interaction is a growing field with significant potential for future smart personalised systems. Working in this emerging field requires comprehension of an array of physiological signals and analysis techniques. Electromyography (EMG) is a useful signal to estimate the emotional context of individuals, because it is relatively robust, and simple to record and analyze. Common uses are to infer emotional valence in response to a stimulus, and to index some symptoms of stress. However, in order to interpret EMG signals, they must be considered alongside data on physical, social and intentional context. Here we present a short review on the application of EMG in human-computer interaction. This paper aims to serve as a primer for the novice, enabling rapid familiarisation with the latest core concepts. We put special emphasis on everyday human-computer interface applications to distinguish from the more common clinical or sports uses of psychophysiology. This paper is an extract from a comprehensive review of the entire field of ambulatory psychophysiology, including 12 similar chapters, plus application guidelines and systematic review. Thus any citation should be made using the following reference: B. Cowley, M. Filetti, K. Lukander, J. Torniainen, A. Henelius, L. Ahonen, O. Barral, I. Kosunen, T. Valtonen, M. Huotilainen, N. Ravaja, G. Jacucci. The Psychophysiology Primer: a guide to methods and a broad review with a focus on human-computer interaction. Foundations and Trends in Human-Computer Interaction, vol. 9, no. 3-4, pp. 150–307, 2016.},\n\tlanguage = {English},\n\tpublisher = {Cornell University},\n\tauthor = {Ravaja, Niklas and Cowley, Benjamin and Torniainen, Jari},\n\tmonth = aug,\n\tyear = {2016},\n\tnote = {Type: Other},\n\tkeywords = {cs.HC},\n}\n","author_short":["Ravaja, N.","Cowley, B.","Torniainen, J."],"key":"ravaja_short_2016","id":"ravaja_short_2016","bibbaseid":"ravaja-cowley-torniainen-ashortreviewandprimeronelectromyographyinhumancomputerinteractionapplications-2016","role":"author","urls":{},"keyword":["cs.HC"],"metadata":{"authorlinks":{"cowley, b":"https://blogs.helsinki.fi/bcowley/publications/"}},"downloads":0},"search_terms":["short","review","primer","electromyography","human","computer","interaction","applications","ravaja","cowley","torniainen"],"keywords":["cs.hc"],"authorIDs":["qX9krPRnrAXQAyYP8"],"dataSources":["AQiMfQvX7ga5gRq8M","64t5GHojmyNGvCTor","rt4MrmmGcSWT2Y9t4"]}