User Modeling and Attention Support: Towards a Framework of Personalization Techniques

Liana Razmerita, Thierry Nabeth, Kathrin Kirchner

    Research output: Contribution to conferencePaperResearchpeer-review

    Abstract

    This paper aims to elaborate on the role of user modelling for personalization and enhanced attention support. User modelling is an important element in the management of personal profiles and identity of users, but also a key element for providing adaptive features and personalized interaction. In this paper, we present personalization as the process consisting on the customization, and the adaptation of the interaction along the structure, the content, the modality, the presentation and the level of attention required. The paper surveys personalization techniques and provides concrete examples of personalized interaction. In particular, the paper focuses on the role of user modeling for enhanced, personalized user support within interactive applications. The key contribution of the paper is to propose a framework of personalization techniques and to identify new forms of personalization that aim at taking into account human cognitive capabilities and emotions.
    Original languageEnglish
    Publication date2012
    Number of pages7
    Publication statusPublished - 2012
    EventThe Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012 - Lisbon, Portugal
    Duration: 18 Nov 201223 Nov 2012
    Conference number: 5
    http://www.iaria.org/conferences2012/CENTRIC12.html

    Conference

    ConferenceThe Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012
    Number5
    CountryPortugal
    CityLisbon
    Period18/11/201223/11/2012
    Internet address

    Keywords

    • Personalization
    • User modeling
    • Attention support
    • Persuasion
    • Social networks
    • Personalization techniques

    Cite this

    Razmerita, L., Nabeth, T., & Kirchner, K. (2012). User Modeling and Attention Support: Towards a Framework of Personalization Techniques. Paper presented at The Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012, Lisbon, Portugal.
    Razmerita, Liana ; Nabeth, Thierry ; Kirchner, Kathrin. / User Modeling and Attention Support : Towards a Framework of Personalization Techniques. Paper presented at The Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012, Lisbon, Portugal.7 p.
    @conference{b694e6f343404453b55b77ab515e0ac7,
    title = "User Modeling and Attention Support: Towards a Framework of Personalization Techniques",
    abstract = "This paper aims to elaborate on the role of user modelling for personalization and enhanced attention support. User modelling is an important element in the management of personal profiles and identity of users, but also a key element for providing adaptive features and personalized interaction. In this paper, we present personalization as the process consisting on the customization, and the adaptation of the interaction along the structure, the content, the modality, the presentation and the level of attention required. The paper surveys personalization techniques and provides concrete examples of personalized interaction. In particular, the paper focuses on the role of user modeling for enhanced, personalized user support within interactive applications. The key contribution of the paper is to propose a framework of personalization techniques and to identify new forms of personalization that aim at taking into account human cognitive capabilities and emotions.",
    keywords = "Personalization, User modeling, Attention support, Persuasion, Social networks, Personalization techniques, Personalization, User modeling, Attention support, Persuasion, Social networks, Personalization techniques",
    author = "Liana Razmerita and Thierry Nabeth and Kathrin Kirchner",
    year = "2012",
    language = "English",
    note = "null ; Conference date: 18-11-2012 Through 23-11-2012",
    url = "http://www.iaria.org/conferences2012/CENTRIC12.html",

    }

    Razmerita, L, Nabeth, T & Kirchner, K 2012, 'User Modeling and Attention Support: Towards a Framework of Personalization Techniques' Paper presented at, Lisbon, Portugal, 18/11/2012 - 23/11/2012, .

    User Modeling and Attention Support : Towards a Framework of Personalization Techniques. / Razmerita, Liana; Nabeth, Thierry; Kirchner, Kathrin.

    2012. Paper presented at The Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012, Lisbon, Portugal.

    Research output: Contribution to conferencePaperResearchpeer-review

    TY - CONF

    T1 - User Modeling and Attention Support

    T2 - Towards a Framework of Personalization Techniques

    AU - Razmerita, Liana

    AU - Nabeth, Thierry

    AU - Kirchner, Kathrin

    PY - 2012

    Y1 - 2012

    N2 - This paper aims to elaborate on the role of user modelling for personalization and enhanced attention support. User modelling is an important element in the management of personal profiles and identity of users, but also a key element for providing adaptive features and personalized interaction. In this paper, we present personalization as the process consisting on the customization, and the adaptation of the interaction along the structure, the content, the modality, the presentation and the level of attention required. The paper surveys personalization techniques and provides concrete examples of personalized interaction. In particular, the paper focuses on the role of user modeling for enhanced, personalized user support within interactive applications. The key contribution of the paper is to propose a framework of personalization techniques and to identify new forms of personalization that aim at taking into account human cognitive capabilities and emotions.

    AB - This paper aims to elaborate on the role of user modelling for personalization and enhanced attention support. User modelling is an important element in the management of personal profiles and identity of users, but also a key element for providing adaptive features and personalized interaction. In this paper, we present personalization as the process consisting on the customization, and the adaptation of the interaction along the structure, the content, the modality, the presentation and the level of attention required. The paper surveys personalization techniques and provides concrete examples of personalized interaction. In particular, the paper focuses on the role of user modeling for enhanced, personalized user support within interactive applications. The key contribution of the paper is to propose a framework of personalization techniques and to identify new forms of personalization that aim at taking into account human cognitive capabilities and emotions.

    KW - Personalization

    KW - User modeling

    KW - Attention support

    KW - Persuasion

    KW - Social networks

    KW - Personalization techniques

    KW - Personalization

    KW - User modeling

    KW - Attention support

    KW - Persuasion

    KW - Social networks

    KW - Personalization techniques

    M3 - Paper

    ER -

    Razmerita L, Nabeth T, Kirchner K. User Modeling and Attention Support: Towards a Framework of Personalization Techniques. 2012. Paper presented at The Fifth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services. 2012, Lisbon, Portugal.