Guidelines for Affective Signal Processing (ASP): From lab to life

Egon L. van den Broek; Joris H. Janssen; Joyce H.D.M. Westerink

doi:10.1109/ACII.2009.5349492

Guidelines for Affective Signal Processing (ASP): From lab to life

Egon L. van den Broek, Joris H. Janssen, Joyce H.D.M. Westerink

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

13 Citations (Scopus)

111 Downloads (Pure)

Abstract

This article presents the rationale behind ACII2009’s special session: Guidelines for Affective Signal Processing (ASP): From lab to life. Although affect is embraced by both science and engineering, its recognition has not reached a satisfying level. Through a concise overview of ASP and the automatic classification of affect, we provide understanding for the problems encountered. Next, we identify guidelines for ASP: 1) four approaches to validation: content, criteria-related, construct, and ecological, 2) identification of users, 3) triangulation, and 4) signal processing issues. Each of these guidelines is briefly touched upon in this paper. A more exhaustive discussion on these guidelines, in perspective of the invited speakers’ experience, will be provided through the session and its accompanying papers.

Original language	English
Title of host publication	Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009
Editors	Jeffrey Cohn, Anton Nijholt, Maja Pantic
Place of Publication	Los Alamitos, NJ
Publisher	IEEE Computer Society
Pages	704-709
Number of pages	6
Volume	1
ISBN (Print)	978-1-4244-4800-5
DOIs	https://doi.org/10.1109/ACII.2009.5349492
Publication status	Published - 10 Sep 2009
Event	3rd International Conference on Affective Computing and Intelligent Interaction, ACII 2009 - Amsterdam, Netherlands Duration: 10 Sep 2009 → 12 Sep 2009 Conference number: 3

Conference

Conference	3rd International Conference on Affective Computing and Intelligent Interaction, ACII 2009
Abbreviated title	ACII
Country/Territory	Netherlands
City	Amsterdam
Period	10/09/09 → 12/09/09

Keywords

METIS-260073
Affective Signal Processing (ASP)
IR-73204
Lab
Life
HMI-CI: Computational Intelligence
Guidelines
EWI-18398
HMI-MI: MULTIMODAL INTERACTIONS
HMI-HF: Human Factors
Emotion

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10.1109/ACII.2009.5349492

Cite this

van den Broek, E. L., Janssen, J. H., & Westerink, J. H. D. M. (2009). Guidelines for Affective Signal Processing (ASP): From lab to life. In J. Cohn, A. Nijholt, & M. Pantic (Eds.), Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009 (Vol. 1, pp. 704-709). IEEE Computer Society. https://doi.org/10.1109/ACII.2009.5349492

van den Broek, Egon L. ; Janssen, Joris H. ; Westerink, Joyce H.D.M. / Guidelines for Affective Signal Processing (ASP) : From lab to life. Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. editor / Jeffrey Cohn ; Anton Nijholt ; Maja Pantic. Vol. 1 Los Alamitos, NJ : IEEE Computer Society, 2009. pp. 704-709

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title = "Guidelines for Affective Signal Processing (ASP): From lab to life",

abstract = "This article presents the rationale behind ACII2009{\textquoteright}s special session: Guidelines for Affective Signal Processing (ASP): From lab to life. Although affect is embraced by both science and engineering, its recognition has not reached a satisfying level. Through a concise overview of ASP and the automatic classification of affect, we provide understanding for the problems encountered. Next, we identify guidelines for ASP: 1) four approaches to validation: content, criteria-related, construct, and ecological, 2) identification of users, 3) triangulation, and 4) signal processing issues. Each of these guidelines is briefly touched upon in this paper. A more exhaustive discussion on these guidelines, in perspective of the invited speakers{\textquoteright} experience, will be provided through the session and its accompanying papers.",

keywords = "METIS-260073, Affective Signal Processing (ASP), IR-73204, Lab, Life, HMI-CI: Computational Intelligence, Guidelines, EWI-18398, HMI-MI: MULTIMODAL INTERACTIONS, HMI-HF: Human Factors, Emotion",

author = "{van den Broek}, {Egon L.} and Janssen, {Joris H.} and Westerink, {Joyce H.D.M.}",

year = "2009",

month = sep,

day = "10",

doi = "10.1109/ACII.2009.5349492",

language = "English",

isbn = "978-1-4244-4800-5",

volume = "1",

pages = "704--709",

editor = "Jeffrey Cohn and Anton Nijholt and Maja Pantic",

booktitle = "Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009",

publisher = "IEEE Computer Society",

address = "United States",

note = "3rd International Conference on Affective Computing and Intelligent Interaction, ACII 2009, ACII ; Conference date: 10-09-2009 Through 12-09-2009",

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van den Broek, EL, Janssen, JH & Westerink, JHDM 2009, Guidelines for Affective Signal Processing (ASP): From lab to life. in J Cohn, A Nijholt & M Pantic (eds), Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. vol. 1, IEEE Computer Society, Los Alamitos, NJ, pp. 704-709, 3rd International Conference on Affective Computing and Intelligent Interaction, ACII 2009, Amsterdam, Netherlands, 10/09/09. https://doi.org/10.1109/ACII.2009.5349492

Guidelines for Affective Signal Processing (ASP) : From lab to life. / van den Broek, Egon L.; Janssen, Joris H.; Westerink, Joyce H.D.M.

Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. ed. / Jeffrey Cohn; Anton Nijholt; Maja Pantic. Vol. 1 Los Alamitos, NJ : IEEE Computer Society, 2009. p. 704-709.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Guidelines for Affective Signal Processing (ASP)

T2 - 3rd International Conference on Affective Computing and Intelligent Interaction, ACII 2009

AU - van den Broek, Egon L.

AU - Janssen, Joris H.

AU - Westerink, Joyce H.D.M.

N1 - Conference code: 3

PY - 2009/9/10

Y1 - 2009/9/10

N2 - This article presents the rationale behind ACII2009’s special session: Guidelines for Affective Signal Processing (ASP): From lab to life. Although affect is embraced by both science and engineering, its recognition has not reached a satisfying level. Through a concise overview of ASP and the automatic classification of affect, we provide understanding for the problems encountered. Next, we identify guidelines for ASP: 1) four approaches to validation: content, criteria-related, construct, and ecological, 2) identification of users, 3) triangulation, and 4) signal processing issues. Each of these guidelines is briefly touched upon in this paper. A more exhaustive discussion on these guidelines, in perspective of the invited speakers’ experience, will be provided through the session and its accompanying papers.

AB - This article presents the rationale behind ACII2009’s special session: Guidelines for Affective Signal Processing (ASP): From lab to life. Although affect is embraced by both science and engineering, its recognition has not reached a satisfying level. Through a concise overview of ASP and the automatic classification of affect, we provide understanding for the problems encountered. Next, we identify guidelines for ASP: 1) four approaches to validation: content, criteria-related, construct, and ecological, 2) identification of users, 3) triangulation, and 4) signal processing issues. Each of these guidelines is briefly touched upon in this paper. A more exhaustive discussion on these guidelines, in perspective of the invited speakers’ experience, will be provided through the session and its accompanying papers.

KW - METIS-260073

KW - Affective Signal Processing (ASP)

KW - IR-73204

KW - Lab

KW - Life

KW - HMI-CI: Computational Intelligence

KW - Guidelines

KW - EWI-18398

KW - HMI-MI: MULTIMODAL INTERACTIONS

KW - HMI-HF: Human Factors

KW - Emotion

U2 - 10.1109/ACII.2009.5349492

DO - 10.1109/ACII.2009.5349492

M3 - Conference contribution

SN - 978-1-4244-4800-5

VL - 1

SP - 704

EP - 709

BT - Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009

A2 - Cohn, Jeffrey

A2 - Nijholt, Anton

A2 - Pantic, Maja

PB - IEEE Computer Society

CY - Los Alamitos, NJ

Y2 - 10 September 2009 through 12 September 2009

ER -

van den Broek EL, Janssen JH, Westerink JHDM. Guidelines for Affective Signal Processing (ASP): From lab to life. In Cohn J, Nijholt A, Pantic M, editors, Proceedings 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009. Vol. 1. Los Alamitos, NJ: IEEE Computer Society. 2009. p. 704-709 https://doi.org/10.1109/ACII.2009.5349492

Guidelines for Affective Signal Processing (ASP): From lab to life

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