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The rating formula for suitability attribute of performance category and learnability attribute of usability category is defined in Tables 3 and 4, respectively.
While testing, the RAs noted and coded four instances of a usability category we refer to as proxy user problems.
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Discussing with practitioners about the two steps outcomes – the ERP systems inspection and the survey – and with purpose to avoid overlaps or redundancies on the definition of perspectives, we reviewed the usability categories concluding that two perspectives could be enough to represent the main usability problems: Presentation and Task Support.
Table 6 Paraphrased identified usability problem Category Subset of problematic usability attributes Usability problem pattern Frequency (1 to 10) Justification Evaluation team comment Recommendation Content 1. Multi_Language, 2. Scope_of_Multi_Language, 3. Communication_with_Site_Owner 4. Date_of_Last_Update_Available, 5. Online_User_Feedback 1.
As the result, designers and project managers may give more importance to the heuristics related with the following usability problem categories: Usability catastrophe and then major usability problems.
All scores are summary scores, based on the scores of items in the 'Installation', 'Data preparation', and 'Usability in analysis' categories.
Attribute selection i.e. InfoGainAttributeEval with Ranker algorithm is implemented on the content category of usability data.
Table 5 represents obtained decision tree after applying the ID3 algorithm on the content category of usability data.
Table 3 R-MAP usability measures quantitative Question category Question Memorability How difficult was the experiment instruction content for you?
Figure 3 represents a partial view of collected data belonging to the content category of usability data.
Table 4 represents a comprehensive list of association rules belonging to the content category of usability data.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com