When complexity becomes interesting

Frans van der Sluis, Egon van den Broek, Richard J. Glassey, Elisabeth M.A.G. van Dijk, Franciska M.G. de Jong

    Research output: Contribution to journalArticleAcademicpeer-review

    12 Citations (Scopus)
    133 Downloads (Pure)

    Abstract

    How to provide users a positive experience during interaction with information (i.e., the "Information eXperience" (IX)) is still an open question. As a starting point, this work investigates how the emotion of interest can be influenced by modifying the complexity of the information presented to users. The appraisal theory of interest suggests a "sweet spot" where interest will be at its peak: information that is novel and complex yet still comprehensible. This "sweet spot" is approximated using two studies. Study One develops a computational model of textual complexity founded on psycholinguistic theory on processing difficulty. The model was trained and tested on 12,420 articles, achieving a classification performance of 90.87% on two classes of complexity. Study Two puts the model to its ultimate test: Its application to change the user's IX. Using 18 news articles the influence of complexity on interest and its appraisals is unveiled. A structural equation model shows a positive influence of complexity on interest, yet a negative influence of comprehensibility, confirming a seemingly paradoxical relationship between complexity and interest. By showing when complexity becomes interesting, this paper shows how information systems can use the model of textual complexity to construct an interesting IX.
    Original languageUndefined
    Pages (from-to)1478-1500
    Number of pages23
    JournalJournal of the Association for Information Science and Technology
    Volume65
    Issue number7
    DOIs
    Publication statusPublished - 1 Jul 2014

    Keywords

    • EWI-24737
    • IR-91073
    • HMI-CI: Computational Intelligence
    • HMI-SLT: Speech and Language Technology
    • HMI-IE: Information Engineering
    • Psychology
    • Text Mining
    • information use
    • linguistic analysis
    • user satisfaction
    • Bandwidth
    • Communication
    • Complexity
    • Information Retrieval
    • Interest
    • HMI-HF: Human Factors

    Cite this

    van der Sluis, F., van den Broek, E., Glassey, R. J., van Dijk, E. M. A. G., & de Jong, F. M. G. (2014). When complexity becomes interesting. Journal of the Association for Information Science and Technology, 65(7), 1478-1500. https://doi.org/10.1002/asi.23095
    van der Sluis, Frans ; van den Broek, Egon ; Glassey, Richard J. ; van Dijk, Elisabeth M.A.G. ; de Jong, Franciska M.G. / When complexity becomes interesting. In: Journal of the Association for Information Science and Technology. 2014 ; Vol. 65, No. 7. pp. 1478-1500.
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    van der Sluis, F, van den Broek, E, Glassey, RJ, van Dijk, EMAG & de Jong, FMG 2014, 'When complexity becomes interesting', Journal of the Association for Information Science and Technology, vol. 65, no. 7, pp. 1478-1500. https://doi.org/10.1002/asi.23095

    When complexity becomes interesting. / van der Sluis, Frans; van den Broek, Egon; Glassey, Richard J.; van Dijk, Elisabeth M.A.G.; de Jong, Franciska M.G.

    In: Journal of the Association for Information Science and Technology, Vol. 65, No. 7, 01.07.2014, p. 1478-1500.

    Research output: Contribution to journalArticleAcademicpeer-review

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    KW - Information Retrieval

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    KW - HMI-HF: Human Factors

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