Prerequisites for affective signal processing (ASP)

Egon van den Broek; Joris H. Janssen; Joyce H.D.M. Westerink; Jennifer A. Healey

Prerequisites for affective signal processing (ASP)

Egon van den Broek, Joris H. Janssen, Joyce H.D.M. Westerink, Jennifer A. Healey

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

32 Citations (Scopus)

228 Downloads (Pure)

Abstract

Although emotions are embraced by science, their recognition has not reached a satisfying level. Through a concise overview of affect, its signals, features, and classification methods, we provide understanding for the problems encountered. Next, we identify the prerequisites for successful Affective Signal Processing: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community. Using these directives, a critical analysis of a real-world case is provided. This illustrates that the prerequisites can become a valuable guide for Affective Signal Processing (ASP).

Original language	Undefined
Title of host publication	International conference on bio-inspired systems and signal processing, biosignals 2009
Editors	P. Encarnacao, A. Veloso
Place of Publication	Portugal
Publisher	INSTICC PRESS
Pages	426-433
Number of pages	8
ISBN (Print)	978-989-8111-65-4
Publication status	Published - 14 Jan 2009
Event	International Conference on Bio-Inspired Systems and Signal Processing 2009 - Porto, Portugal Duration: 14 Jan 2009 → 17 Jan 2009 http://www.biosignals.biostec.org/Biosignals2009/

Publication series

Name
Publisher	INSTICC Press

Conference

Conference	International Conference on Bio-Inspired Systems and Signal Processing 2009
Abbreviated title	BIOSIGNALS 2009
Country/Territory	Portugal
City	Porto
Period	14/01/09 → 17/01/09
Internet address	http://www.biosignals.biostec.org/Biosignals2009/

Keywords

METIS-260134
IR-73169
Affective Signal Processing (ASP)
Physiology-driven
Validation
EWI-18391
Emotion
HMI-MI: MULTIMODAL INTERACTIONS
HMI-HF: Human Factors
HMI-CI: Computational Intelligence
Triangulation

Access to Document

Cite this

@inproceedings{8d10096c78374d5fa0afe9109e5ac6f8,

title = "Prerequisites for affective signal processing (ASP)",

abstract = "Although emotions are embraced by science, their recognition has not reached a satisfying level. Through a concise overview of affect, its signals, features, and classification methods, we provide understanding for the problems encountered. Next, we identify the prerequisites for successful Affective Signal Processing: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community. Using these directives, a critical analysis of a real-world case is provided. This illustrates that the prerequisites can become a valuable guide for Affective Signal Processing (ASP).",

keywords = "METIS-260134, IR-73169, Affective Signal Processing (ASP), Physiology-driven, Validation, EWI-18391, Emotion, HMI-MI: MULTIMODAL INTERACTIONS, HMI-HF: Human Factors, HMI-CI: Computational Intelligence, Triangulation",

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

year = "2009",

month = jan,

day = "14",

language = "Undefined",

isbn = "978-989-8111-65-4",

publisher = "INSTICC PRESS",

pages = "426--433",

editor = "P. Encarnacao and A. Veloso",

booktitle = "International conference on bio-inspired systems and signal processing, biosignals 2009",

note = "International Conference on Bio-Inspired Systems and Signal Processing 2009 ; Conference date: 14-01-2009 Through 17-01-2009",

url = "http://www.biosignals.biostec.org/Biosignals2009/",

}

van den Broek, E, Janssen, JH, Westerink, JHDM & Healey, JA 2009, Prerequisites for affective signal processing (ASP). in P Encarnacao & A Veloso (eds), International conference on bio-inspired systems and signal processing, biosignals 2009. INSTICC PRESS, Portugal, pp. 426-433, International Conference on Bio-Inspired Systems and Signal Processing 2009, Porto, Portugal, 14/01/09.

Prerequisites for affective signal processing (ASP). / van den Broek, Egon; Janssen, Joris H.; Westerink, Joyce H.D.M. et al.
International conference on bio-inspired systems and signal processing, biosignals 2009. ed. / P. Encarnacao; A. Veloso. Portugal: INSTICC PRESS, 2009. p. 426-433.

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

TY - GEN

T1 - Prerequisites for affective signal processing (ASP)

AU - van den Broek, Egon

AU - Janssen, Joris H.

AU - Westerink, Joyce H.D.M.

AU - Healey, Jennifer A.

PY - 2009/1/14

Y1 - 2009/1/14

N2 - Although emotions are embraced by science, their recognition has not reached a satisfying level. Through a concise overview of affect, its signals, features, and classification methods, we provide understanding for the problems encountered. Next, we identify the prerequisites for successful Affective Signal Processing: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community. Using these directives, a critical analysis of a real-world case is provided. This illustrates that the prerequisites can become a valuable guide for Affective Signal Processing (ASP).

AB - Although emotions are embraced by science, their recognition has not reached a satisfying level. Through a concise overview of affect, its signals, features, and classification methods, we provide understanding for the problems encountered. Next, we identify the prerequisites for successful Affective Signal Processing: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community. Using these directives, a critical analysis of a real-world case is provided. This illustrates that the prerequisites can become a valuable guide for Affective Signal Processing (ASP).

KW - METIS-260134

KW - IR-73169

KW - Affective Signal Processing (ASP)

KW - Physiology-driven

KW - Validation

KW - EWI-18391

KW - Emotion

KW - HMI-MI: MULTIMODAL INTERACTIONS

KW - HMI-HF: Human Factors

KW - HMI-CI: Computational Intelligence

KW - Triangulation

M3 - Conference contribution

SN - 978-989-8111-65-4

SP - 426

EP - 433

BT - International conference on bio-inspired systems and signal processing, biosignals 2009

A2 - Encarnacao, P.

A2 - Veloso, A.

PB - INSTICC PRESS

CY - Portugal

T2 - International Conference on Bio-Inspired Systems and Signal Processing 2009

Y2 - 14 January 2009 through 17 January 2009

ER -