The state of the art in map‐like visualization

M Hogräfer, M Heitzler, HJ Schulz - Computer Graphics Forum, 2020 - Wiley Online Library
Cartographic maps have been shown to provide cognitive benefits when interpreting data in
relation to a geographic location. In visualization, the term map‐like describes techniques …

A survey on the use of topic models when mining software repositories

TH Chen, SW Thomas, AE Hassan - Empirical Software Engineering, 2016 - Springer
Researchers in software engineering have attempted to improve software development by
mining and analyzing software repositories. Since the majority of the software engineering …

Large-scale evaluation of topic models and dimensionality reduction methods for 2d text spatialization

D Atzberger, T Cech, M Trapp, R Richter… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Topic models are a class of unsupervised learning algorithms for detecting the semantic
structure within a text corpus. Together with a subsequent dimensionality reduction …

Mining software repositories using topic models

SW Thomas - Proceedings of the 33rd International Conference on …, 2011 - dl.acm.org
Software repositories, such as source code, email archives, and bug databases, contain
unstructured and unlabeled text that is difficult to analyze with traditional techniques. We …

[PDF][PDF] A Taxonomy of Treemap Visualization Techniques.

W Scheibel, M Trapp, D Limberger… - VISIGRAPP (3: IVAPP …, 2020 - researchgate.net
A treemap is a visualization that has been specifically designed to facilitate the exploration
of tree-structured data and, more general, hierarchically structured data. The family of …

Exploring topic models in software engineering data analysis: A survey

X Sun, X Liu, B Li, Y Duan, H Yang… - 2016 17th IEEE/ACIS …, 2016 - ieeexplore.ieee.org
Topic models are shown to be effective to mine unstructured software engineering (SE) data.
In this paper, we give a simple survey of exploring topic models to support various SE tasks …

Visualization of object-oriented software in a city metaphor: Comprehending the implemented variability and its technical debt

J Mortara, P Collet, AM Dery-Pinna - Journal of Systems and Software, 2024 - Elsevier
While many large-scale software systems intensively implement variability to reuse software
and speed up development, they often do not document it, hampering its comprehension …

CodeSurveyor: Mapping large-scale software to aid in code comprehension

N Hawes, S Marshall, C Anslow - 2015 IEEE 3rd Working …, 2015 - ieeexplore.ieee.org
Large codebases-in the order of millions of lines of code (MLOC)-are incredibly complex.
Whether fixing a fault, or implementing a new feature, changes to such systems often have …

[PDF][PDF] Visualization of Knowledge Distribution across Development Teams using 2.5 D Semantic Software Maps.

D Atzberger, T Cech, A Jobst… - VISIGRAPP (3 …, 2022 - pdfs.semanticscholar.org
In order to detect software risks at an early stage, various software visualization techniques
have been developed for monitoring the structure, behaviour, or the underlying development …

A virtual globe-based integration and visualization framework for aboveground and underground 3D spatial objects

Q Chen, G Liu, X Ma, Z Yao, Y Tian, H Wang - Earth Science Informatics, 2018 - Springer
The construction of a large-scale integrated information system has been a hot issue in the
field of geoinformatics. It aims to integrate aboveground and underground spatial …