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Auflistung nach Autor:in "Shayan, Parisa"

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  • Konferenzbeitrag
    Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception
    (Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond, 2019) Atzmueller, Martin; Güven, Cicek; Masiala, Spyroula; Mackenbach, Rick; Shayan, Parisa; Liebregts, Werner
    This paper investigates socio-spatial interaction networks for user modeling: We analyze preferences and perceptions of socio-proximity human interactions in relation to the observed interactions. The analysis is performed on a real-world dataset capturing interaction networks using wearable sensors coupled with self-report questionnaires about preferences and perception of those interactions.
  • Konferenzbeitrag
    Descriptive Network Modeling and Analysis for Investigating User Acceptance in a Learning Management System Context
    (Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond, 2019) Shayan, Parisa; Rondinelli, Roberto; van Zaanen, Menno; Atzmueller, Martin
    Learning Management Systems (LMSs) play a significant role in educational technology. In this paper, we analyze different approaches in order to investigate the acceptance of an LMS. Utilizing questionnaire information structured on the Technology Acceptance Model (TAM), we apply descriptive network modeling and analysis complementing basic statistical analysis in order to identify specific patterns in the user data. We present the applied analysis methodology in detail, and demonstrate the connection to user modeling:here, descriptive statistics indicate student satisfaction with the usage (acceptance level) as a whole; network analysis indicates the level of variability w.r.t. the user questions, while specific patterns or motifs show the satisfaction levels for the different networks.