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A growing number of universities worldwide use various forms of online and blended learning as part of their academic curricula. Furthermore, the recent changes caused by the COVID-19 pandemic have led to a drastic increase in importance and ubiquity of online education. Among the major advantages of e-learning is not only improving students' learn...
Contexts in source publication
Context 1
... in case of educational data, there could be situations in which the order of items is not enough to differentiate between students with different performance levels. Figure 3 shows an example that illustrates this idea using a four-week course. Each week could be considered as a time window. ...
Context 2
... such, iBCM will be capable of picking up the temporal differences between students in the discovered patterns. While the equifrequent windows version of iBCM would discover the same set of patterns in the sequences of three students shown in Figure 3, the equidistant windows version would yield three different sets of behavioral patterns. ...
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The COVID-19 pandemic has compelled practically all higher education institutions to adopt online education tools over the previous 2 years. Online education has a huge potential to supplement or take the place of in-person instruction. However, there are certain drawbacks of online learning, such as the absence of classroom environment interaction...
