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 proceedingConference contributionAcademicpeer-review

    32 Citations (Scopus)
    65 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 languageUndefined
    Title of host publicationInternational conference on bio-inspired systems and signal processing, biosignals 2009
    EditorsP. Encarnacao, A. Veloso
    Place of PublicationPortugal
    PublisherINSTICC PRESS
    Pages426-433
    Number of pages8
    ISBN (Print)978-989-8111-65-4
    Publication statusPublished - 14 Jan 2009
    EventInternational Conference on Bio-Inspired Systems and Signal Processing 2009 - Porto, Portugal
    Duration: 14 Jan 200917 Jan 2009
    http://www.biosignals.biostec.org/Biosignals2009/

    Publication series

    Name
    PublisherINSTICC Press

    Conference

    ConferenceInternational Conference on Bio-Inspired Systems and Signal Processing 2009
    Abbreviated titleBIOSIGNALS 2009
    CountryPortugal
    CityPorto
    Period14/01/0917/01/09
    Internet address

    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

    Cite this

    van den Broek, E., Janssen, J. H., Westerink, J. H. D. M., & Healey, J. A. (2009). Prerequisites for affective signal processing (ASP). In P. Encarnacao, & A. Veloso (Eds.), International conference on bio-inspired systems and signal processing, biosignals 2009 (pp. 426-433). Portugal: INSTICC PRESS.
    van den Broek, Egon ; Janssen, Joris H. ; Westerink, Joyce H.D.M. ; Healey, Jennifer A. / Prerequisites for affective signal processing (ASP). International conference on bio-inspired systems and signal processing, biosignals 2009. editor / P. Encarnacao ; A. Veloso. Portugal : INSTICC PRESS, 2009. pp. 426-433
    @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 = "1",
    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",

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    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.; Healey, Jennifer A.

    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 proceedingConference contributionAcademicpeer-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).

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    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.

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    ER -

    van den Broek E, Janssen JH, Westerink JHDM, Healey JA. Prerequisites for affective signal processing (ASP). In Encarnacao P, Veloso A, editors, International conference on bio-inspired systems and signal processing, biosignals 2009. Portugal: INSTICC PRESS. 2009. p. 426-433