Matches in SemOpenAlex for { <https://semopenalex.org/work/W3042974867> ?p ?o ?g. }
- W3042974867 abstract "Our research is a step toward ascertaining the need for personalization, in XAI, and we do so in the context of investigating the value of explanations of AI-driven hints and feedback are useful in Intelligent Tutoring Systems (ITS). We added an explanation functionality for the adaptive hints provided by the Adaptive CSP (ACSP) applet, an interactive simulation that helps students learn an algorithm for constraint satisfaction problems by providing AI-driven hints adapted to their predicted level of learning. We present the design of the explanation functionality and the results of a controlled study to evaluate its impact on students' learning and perception of the ACPS hints. The study includes an analysis of how these outcomes are modulated by several user characteristics such as personality traits and cognitive abilities, to asses if explanations should be personalized to these characteristics. Our results indicate that providing explanations increase students' trust in the ACPS hints, perceived usefulness of the hints, and intention to use them again. In addition, we show that students' access of the explanation and learning gains are modulated by user characteristics, providing insights toward designing personalized Explainable AI (XAI) for ITS." @default.
- W3042974867 created "2020-07-23" @default.
- W3042974867 creator A5006456702 @default.
- W3042974867 creator A5024712028 @default.
- W3042974867 creator A5038422376 @default.
- W3042974867 creator A5083046363 @default.
- W3042974867 date "2019-12-10" @default.
- W3042974867 modified "2023-09-27" @default.
- W3042974867 title "Toward Personalized XAI: A Case Study in Intelligent Tutoring Systems" @default.
- W3042974867 cites W1498502445 @default.
- W3042974867 cites W1533849852 @default.
- W3042974867 cites W1562748096 @default.
- W3042974867 cites W1579090648 @default.
- W3042974867 cites W1623342295 @default.
- W3042974867 cites W1844342138 @default.
- W3042974867 cites W1968119089 @default.
- W3042974867 cites W1982286843 @default.
- W3042974867 cites W1994606570 @default.
- W3042974867 cites W2014744489 @default.
- W3042974867 cites W2026805626 @default.
- W3042974867 cites W2037306653 @default.
- W3042974867 cites W2049910221 @default.
- W3042974867 cites W2053075547 @default.
- W3042974867 cites W2054788835 @default.
- W3042974867 cites W2100826189 @default.
- W3042974867 cites W2107031757 @default.
- W3042974867 cites W2110065044 @default.
- W3042974867 cites W2134584261 @default.
- W3042974867 cites W2138061404 @default.
- W3042974867 cites W2154157725 @default.
- W3042974867 cites W2155100223 @default.
- W3042974867 cites W2162090451 @default.
- W3042974867 cites W2236671913 @default.
- W3042974867 cites W224927278 @default.
- W3042974867 cites W2282821441 @default.
- W3042974867 cites W2315416862 @default.
- W3042974867 cites W2401880028 @default.
- W3042974867 cites W2404588741 @default.
- W3042974867 cites W2567228826 @default.
- W3042974867 cites W2574075402 @default.
- W3042974867 cites W2611101500 @default.
- W3042974867 cites W2611274842 @default.
- W3042974867 cites W2733253778 @default.
- W3042974867 cites W2741152238 @default.
- W3042974867 cites W2772730860 @default.
- W3042974867 cites W2788403449 @default.
- W3042974867 cites W2795559220 @default.
- W3042974867 cites W2809053443 @default.
- W3042974867 cites W2810992711 @default.
- W3042974867 cites W2880538805 @default.
- W3042974867 cites W2888826999 @default.
- W3042974867 cites W2892186270 @default.
- W3042974867 cites W2915124689 @default.
- W3042974867 cites W2915495256 @default.
- W3042974867 cites W2917259853 @default.
- W3042974867 cites W2918497321 @default.
- W3042974867 cites W2928977192 @default.
- W3042974867 cites W2942444880 @default.
- W3042974867 cites W2950131870 @default.
- W3042974867 cites W2954870332 @default.
- W3042974867 cites W2959587146 @default.
- W3042974867 cites W2963095307 @default.
- W3042974867 cites W2963214037 @default.
- W3042974867 cites W2963353996 @default.
- W3042974867 cites W2997428643 @default.
- W3042974867 cites W2998512575 @default.
- W3042974867 cites W3037996896 @default.
- W3042974867 cites W3038898808 @default.
- W3042974867 cites W3043499667 @default.
- W3042974867 hasPublicationYear "2019" @default.
- W3042974867 type Work @default.
- W3042974867 sameAs 3042974867 @default.
- W3042974867 citedByCount "0" @default.
- W3042974867 crossrefType "posted-content" @default.
- W3042974867 hasAuthorship W3042974867A5006456702 @default.
- W3042974867 hasAuthorship W3042974867A5024712028 @default.
- W3042974867 hasAuthorship W3042974867A5038422376 @default.
- W3042974867 hasAuthorship W3042974867A5083046363 @default.
- W3042974867 hasConcept C107457646 @default.
- W3042974867 hasConcept C119857082 @default.
- W3042974867 hasConcept C127413603 @default.
- W3042974867 hasConcept C136764020 @default.
- W3042974867 hasConcept C151730666 @default.
- W3042974867 hasConcept C15744967 @default.
- W3042974867 hasConcept C169760540 @default.
- W3042974867 hasConcept C169900460 @default.
- W3042974867 hasConcept C183003079 @default.
- W3042974867 hasConcept C26760741 @default.
- W3042974867 hasConcept C2776036281 @default.
- W3042974867 hasConcept C2776291640 @default.
- W3042974867 hasConcept C2779336797 @default.
- W3042974867 hasConcept C2779343474 @default.
- W3042974867 hasConcept C41008148 @default.
- W3042974867 hasConcept C78519656 @default.
- W3042974867 hasConcept C86803240 @default.
- W3042974867 hasConceptScore W3042974867C107457646 @default.
- W3042974867 hasConceptScore W3042974867C119857082 @default.
- W3042974867 hasConceptScore W3042974867C127413603 @default.
- W3042974867 hasConceptScore W3042974867C136764020 @default.
- W3042974867 hasConceptScore W3042974867C151730666 @default.