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On the other hand, NextBug is applied at later stages in the maintenance process, i.e., it shows bug recommendations when the developer is selecting bugs to work on.
Another important feature is that NextBug is only executed if its Ajax link is clicked and, thus, it does not cause additional overhead or hinder performance to developers who do not wish to follow similar bug recommendations.
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Since we are not aware of other next bug recommendation tool, we compared our results with a recommender system targeting other software engineering tasks.
Mavens can include everyone from hotel concierges (he described a concierge as "the ultimate example of a maven") to the friends you're always bugging for recommendations.
That's how I encountered Collins — reading "The Woman in White" on my iPhone after years of resisting the recommendations of bug-eyed Collins fans.
For each fixed bug, we used NextBug to give recommendations based on the bugs that were still open at each day.
Assuming the recommendations effectively denote similar bugs and supposing that the maintainers would accept the recommendations pointed out by NextBug, the tool can contribute to introduce gains of scale in the maintenance of open source systems similar to the ones achieved with periodic policies (Banker and Slaughter 1997).
Carat's recommendations break down into killing off bugs and hogs.
Most of them can be viewed as recommendation systems that suggest developers to handle a reported bug.
Table 1 presents an example of a bug opened for the component DOM Device Interfaces of the Core Mozilla product and the first three recommendations (top-3) suggested by NextBug for this bug.
The first question asked whether the recommendations given were relevant, i.e., if the recommendations were similar bugs that could be fixed next.
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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