Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Githru: Visual Analytics for Understanding Software Development History
  Through Git Metadata Analysis   Git metadata contains rich information for developers to understand the
overall context of a large software development project. Thus it can help new
developers, managers, and testers understand the history of development without
needing to dig into a large pile of unfamiliar source code. However, the
current tools for Git visualization are not adequate to analyze and explore the
metadata: They focus mainly on improving the usability of Git commands instead
of on helping users understand the development history. Furthermore, they do
not scale for large and complex Git commit graphs, which can play an important
role in understanding the overall development history. In this paper, we
present Githru, an interactive visual analytics system that enables developers
to effectively understand the context of development history through the
interactive exploration of Git metadata. We design an interactive visual
encoding idiom to represent a large Git graph in a scalable manner while
preserving the topological structures in the Git graph. To enable scalable
exploration of a large Git commit graph, we propose novel techniques (graph
reconstruction, clustering, and Context-Preserving Squash Merge (CSM) methods)
to abstract a large-scale Git commit graph. Based on these Git commit graph
abstraction techniques, Githru provides an interactive summary view to help
users gain an overview of the development history and a comparison view in
which users can compare different clusters of commits. The efficacy of Githru
has been demonstrated by case studies with domain experts using real-world,
in-house datasets from a large software development team at a major
international IT company. A controlled user study with 12 developers comparing
Githru to previous tools also confirms the effectiveness of Githru in terms of
task completion time.

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The categories of this paper are: alg-geom
6
The categories of this paper are: astro-ph
2
The categories of this paper are: math
9
The categories of this paper are: nlin
15
The categories of this paper are: nucl-ex
12
The categories of this paper are: nucl-th
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The categories of this paper are: hep-lat
14
The categories of this paper are: math-ph
16
The categories of this paper are: stat
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The categories of this paper are: mtrl-th
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The categories of this paper are: atom-ph
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The categories of this paper are: q-alg
3
The categories of this paper are: physics
10
The categories of this paper are: q-bio
0
The categories of this paper are: hep-ph
8
The categories of this paper are: hep-ex