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As stated earlier, our study investigates how students interact with tutorial dialogues in EER-Tutor, by using student-system interaction logs as well as eye-tracking data.
We conducted a survey of current Carat Android users and analyzed their interaction logs.
I developed principles and algorithms that can re-use the interaction logs of these systems to inform the design of (train and evaluate) future systems -- technically speaking, Counterfactual Evaluation and Learning from Logged User Feedback.
An evaluation component then parses both the system structure definition and interaction logs created while students work with the multimedia system, in order to generate statistical analyses and graphical visualizations of how students interacted with the multimedia.
This research had two goals: the first was to develop an interactive interface to present multiple scenarios for comparison and selection, the second was to evaluate the effectiveness of the interface by analysing the participant interaction logs and the evaluation questionnaire.
Both eye-gaze and student-system interaction logs were used as data sources.
Similar(47)
Four types of navigation interactions and five types of interaction sequence patterns were identified by analyzing the gathered interaction log data from those twenty-four cases.
Table 2 Firm-level wage-setting equation without gender-immigrant interaction Log av.
Table 3 Firm-level wage-setting equation with gender-immigrant interaction Log av.
The experimental system also kept a log of the answers to the questions alongside the video interaction log, which was used to model the areas of interest.
There was a significant interaction (log ratio between model with interaction and without: df = (28,22), L.ratio = 27.7, p-value = 1e-04) betypes types and sites (Avignon, Manosque, Pertuis, Buech).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com