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Two contributions concern effects of learner characteristics (prior knowledge) on visual attention when learning with video and complex graphics.
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The key of our approach is utilizing inherent program characteristics as prior knowledge (in addition to microarchitectural configurations) to build a universal predictive model.
Due to the flexibility of combining image characteristics with prior knowledge, deformable models have become very popular in medical imaging [ 16]. [ 3] distinguish between two main categories of deformable models, namely explicit functions (e.g., [ 17]) and implicit models (e.g., [ 18]).
Learner characteristics, such as prior knowledge, working memory capacity, self-efficacy and cognitive load, were taken into account.
However, classifying behavior using body acceleration characteristics typically requires prior knowledge of the behavior of free-ranging animals.
Second, little is understood about the relationship between PI and individual student characteristics or students' prior knowledge.
Furthermore, writing practices need to be studied in context, rather than in isolation, and research designs need to examine the interactions among specific learning objectives, personal characteristics (e.g., prior knowledge), models of instruction (coverage vs. conceptual understanding), and specific writing tasks.
For instance, learners' participation during teacher-centred classroom talk mainly depends on learners' characteristics like domain-specific prior knowledge (Kärner and Warwas 2015) or on teachers' prejudices resulting from implicit personality theories (cf. the so called "Pygmalion effect" Seifried 2009; Sembill 1984; Sembill and Dreyer 2009).
Though this delay may be very short, any processes initiated during this time would necessarily be based on stimulus characteristics rather than on prior knowledge.
Analysis methods that do not make these assumptions still require prior knowledge of characteristics of the spatial distribution of neural activity.
However, it is unclear to what extent personal characteristics such as ethnicity and prior knowledge of the study area affect the outcome of virtual assessments (Odgers et al. [2012]).
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CEO of Professional Science Editing for Scientists @ prosciediting.com