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Finally, the coding scheme provided a concrete analytic tool that may be useful to other researchers who replicate this study or conduct their own metamethod in the future.
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In addition, the DS approach offers a wide array of methodological tools that can move the field from abstractions to concrete research designs and analytic strategies.
The concrete form in an analytic continuation from Theorem 2 is as follows: for a k-regular connected graph G with n vertices, mathbf{Z}_{G} u) = left 1- u^{2} right)^{n-kn/2} det left(mathbf{I}_{n} -u mathbf{A}_{G}+ (k-1)u^{2} mathbf{I}_{n} right)^{-1}.
Tailored proof-of-concept environments and actionable analytics give concrete results to move forward with.
Expressing issues as questions can be a useful way of making some of the complexities of learning analytics more concrete, as Sclater (2014) points out in the literature review on legal and ethical issues of LA (published by UK Jisc at the same time the ICCE workshop was held).
In this section we illustrate, with a concrete example, the use of analytics as part of a workflow where models are implemented initially as hypotheses and data analytics is used to validate and refine the model.
He dressed up as an online form and has the bruises to prove it, but it helped garner the analytics business publicity that yielded concrete results.
One way that people get into trouble with text analytics is in not knowing what concrete things can be done with it.
Concrete recommendations for improving the use of marketing analytics are outlined in a previous Forbes blog that I wrote with Fuqua School of Business students, Sylvia Yang and Shiwani Kumar.
To many, learning analytics remains an arcane science without a concrete sense of immediate applicability.
Then, a redefinition of the main artifacts on which some simple or convoluted analytic results are based is revised for some concrete purposes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com