Design of an Emotion Elicitation Framework for Arabic Speakers

Sharifa Alghowinem, Sarah Alghuwinem, Majdah Alshehri, Areej Alwabil, Roland GOECKE, Michael WAGNER

    Research output: A Conference proceeding or a Chapter in BookConference contribution

    3 Citations (Scopus)

    Abstract

    The automatic detection of human affective states has been of great interest lately for its applications not only in the field of Human-Computer Interaction, but also for its applications in physiological, neurobiological and sociological studies. Several standardized techniques to elicit emotions have been used, with emotion eliciting movie clips being the most popular. To date, there are only four studies that have been carried out to validate emotional movie clips using three different languages (English, French, Spanish) and cultures (French, Italian, British / American). The context of language and culture is an underexplored area in affective computing. Considering cultural and language differences between Western and Arab countries, it is possible that some of the validated clips, even when dubbed, will not achieve similar results. Given the unique and conservative cultures of the Arab countries, a standardized and validated framework for affect studies is needed in order to be comparable with current studies of different cultures and languages. In this paper, we describe a framework and its prerequisites for eliciting emotions that could be used for affect studies on an Arab population. We present some aspects of Arab culture values that might affect the selection and acceptance of emotion eliciting video clips. Methods for rating and validating Arab emotional clips are presented to derive at a list of clips that could be used in the proposed emotion elicitation framework. A pilot study was conducted to evaluate a basic version of our framework, which showed great potential to succeed in eliciting emotions.
    Original languageEnglish
    Title of host publicationHuman-Computer Interaction
    Subtitle of host publicationAdvanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings
    EditorsMasaaki Kurosu
    Place of PublicationGermany
    PublisherSpringer
    Pages717-728
    Number of pages12
    EditionPART 2
    ISBN (Print)9783319072296
    DOIs
    Publication statusPublished - 2014
    Event16th International Conference on Human-Computer Interaction: Advanced Interaction Modalities and Techniques, HCI International 2014 - Herakion, Herakion, Greece
    Duration: 22 Jun 201427 Jun 2014

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume8511 LNCS

    Conference

    Conference16th International Conference on Human-Computer Interaction: Advanced Interaction Modalities and Techniques, HCI International 2014
    CountryGreece
    CityHerakion
    Period22/06/1427/06/14

    Fingerprint

    Human computer interaction

    Cite this

    Alghowinem, S., Alghuwinem, S., Alshehri, M., Alwabil, A., GOECKE, R., & WAGNER, M. (2014). Design of an Emotion Elicitation Framework for Arabic Speakers. In M. Kurosu (Ed.), Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings (PART 2 ed., pp. 717-728). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8511 LNCS). Germany: Springer. https://doi.org/10.1007/978-3-319-07230-2_68
    Alghowinem, Sharifa ; Alghuwinem, Sarah ; Alshehri, Majdah ; Alwabil, Areej ; GOECKE, Roland ; WAGNER, Michael. / Design of an Emotion Elicitation Framework for Arabic Speakers. Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. editor / Masaaki Kurosu. PART 2. ed. Germany : Springer, 2014. pp. 717-728 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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    abstract = "The automatic detection of human affective states has been of great interest lately for its applications not only in the field of Human-Computer Interaction, but also for its applications in physiological, neurobiological and sociological studies. Several standardized techniques to elicit emotions have been used, with emotion eliciting movie clips being the most popular. To date, there are only four studies that have been carried out to validate emotional movie clips using three different languages (English, French, Spanish) and cultures (French, Italian, British / American). The context of language and culture is an underexplored area in affective computing. Considering cultural and language differences between Western and Arab countries, it is possible that some of the validated clips, even when dubbed, will not achieve similar results. Given the unique and conservative cultures of the Arab countries, a standardized and validated framework for affect studies is needed in order to be comparable with current studies of different cultures and languages. In this paper, we describe a framework and its prerequisites for eliciting emotions that could be used for affect studies on an Arab population. We present some aspects of Arab culture values that might affect the selection and acceptance of emotion eliciting video clips. Methods for rating and validating Arab emotional clips are presented to derive at a list of clips that could be used in the proposed emotion elicitation framework. A pilot study was conducted to evaluate a basic version of our framework, which showed great potential to succeed in eliciting emotions.",
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    Alghowinem, S, Alghuwinem, S, Alshehri, M, Alwabil, A, GOECKE, R & WAGNER, M 2014, Design of an Emotion Elicitation Framework for Arabic Speakers. in M Kurosu (ed.), Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8511 LNCS, Springer, Germany, pp. 717-728, 16th International Conference on Human-Computer Interaction: Advanced Interaction Modalities and Techniques, HCI International 2014, Herakion, Greece, 22/06/14. https://doi.org/10.1007/978-3-319-07230-2_68

    Design of an Emotion Elicitation Framework for Arabic Speakers. / Alghowinem, Sharifa; Alghuwinem, Sarah; Alshehri, Majdah; Alwabil, Areej; GOECKE, Roland; WAGNER, Michael.

    Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. ed. / Masaaki Kurosu. PART 2. ed. Germany : Springer, 2014. p. 717-728 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8511 LNCS).

    Research output: A Conference proceeding or a Chapter in BookConference contribution

    TY - GEN

    T1 - Design of an Emotion Elicitation Framework for Arabic Speakers

    AU - Alghowinem, Sharifa

    AU - Alghuwinem, Sarah

    AU - Alshehri, Majdah

    AU - Alwabil, Areej

    AU - GOECKE, Roland

    AU - WAGNER, Michael

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    N2 - The automatic detection of human affective states has been of great interest lately for its applications not only in the field of Human-Computer Interaction, but also for its applications in physiological, neurobiological and sociological studies. Several standardized techniques to elicit emotions have been used, with emotion eliciting movie clips being the most popular. To date, there are only four studies that have been carried out to validate emotional movie clips using three different languages (English, French, Spanish) and cultures (French, Italian, British / American). The context of language and culture is an underexplored area in affective computing. Considering cultural and language differences between Western and Arab countries, it is possible that some of the validated clips, even when dubbed, will not achieve similar results. Given the unique and conservative cultures of the Arab countries, a standardized and validated framework for affect studies is needed in order to be comparable with current studies of different cultures and languages. In this paper, we describe a framework and its prerequisites for eliciting emotions that could be used for affect studies on an Arab population. We present some aspects of Arab culture values that might affect the selection and acceptance of emotion eliciting video clips. Methods for rating and validating Arab emotional clips are presented to derive at a list of clips that could be used in the proposed emotion elicitation framework. A pilot study was conducted to evaluate a basic version of our framework, which showed great potential to succeed in eliciting emotions.

    AB - The automatic detection of human affective states has been of great interest lately for its applications not only in the field of Human-Computer Interaction, but also for its applications in physiological, neurobiological and sociological studies. Several standardized techniques to elicit emotions have been used, with emotion eliciting movie clips being the most popular. To date, there are only four studies that have been carried out to validate emotional movie clips using three different languages (English, French, Spanish) and cultures (French, Italian, British / American). The context of language and culture is an underexplored area in affective computing. Considering cultural and language differences between Western and Arab countries, it is possible that some of the validated clips, even when dubbed, will not achieve similar results. Given the unique and conservative cultures of the Arab countries, a standardized and validated framework for affect studies is needed in order to be comparable with current studies of different cultures and languages. In this paper, we describe a framework and its prerequisites for eliciting emotions that could be used for affect studies on an Arab population. We present some aspects of Arab culture values that might affect the selection and acceptance of emotion eliciting video clips. Methods for rating and validating Arab emotional clips are presented to derive at a list of clips that could be used in the proposed emotion elicitation framework. A pilot study was conducted to evaluate a basic version of our framework, which showed great potential to succeed in eliciting emotions.

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    KW - Emotion elicitation framework

    KW - emotional movie clips

    KW - emotion elicitation

    KW - emotion recognition

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    Alghowinem S, Alghuwinem S, Alshehri M, Alwabil A, GOECKE R, WAGNER M. Design of an Emotion Elicitation Framework for Arabic Speakers. In Kurosu M, editor, Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. PART 2 ed. Germany: Springer. 2014. p. 717-728. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-07230-2_68