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Dataset of network simulator related-question posts in stack overflow
Although the use of network simulator (NS) in predicting the behavior of computer networks has increased, the users often face a variety of challenges and share them on Stack Overflow (SO). However, the challenges that users deal with have not been studied. This paper presents an NS discussion datas...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857582/ https://www.ncbi.nlm.nih.gov/pubmed/35242924 http://dx.doi.org/10.1016/j.dib.2022.107942 |
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author | Nugroho, Yusuf Sulistyo Islam, Syful Gunawan, Dedi Kurniawan, Yogiek Indra Hossain, Md. Javed |
author_facet | Nugroho, Yusuf Sulistyo Islam, Syful Gunawan, Dedi Kurniawan, Yogiek Indra Hossain, Md. Javed |
author_sort | Nugroho, Yusuf Sulistyo |
collection | PubMed |
description | Although the use of network simulator (NS) in predicting the behavior of computer networks has increased, the users often face a variety of challenges and share them on Stack Overflow (SO). However, the challenges that users deal with have not been studied. This paper presents an NS discussion dataset extracted from SOTorrent, which consists of 2,322 NS-related question posts spanning 17 features. The process of data collection was conducted in five steps, including filtering initial post dataset using simulator tags, discovering NS-related tags, collecting the tagged posts, extracting the posts title and preprocessing for LDA (Latent Dirichlet Allocation), and finally applying the LDA topic modeling to obtain the NS posts clustered into eight different topic names. We believe that this dataset will help research community in highlighting issues faced by NS users. |
format | Online Article Text |
id | pubmed-8857582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-88575822022-03-02 Dataset of network simulator related-question posts in stack overflow Nugroho, Yusuf Sulistyo Islam, Syful Gunawan, Dedi Kurniawan, Yogiek Indra Hossain, Md. Javed Data Brief Data Article Although the use of network simulator (NS) in predicting the behavior of computer networks has increased, the users often face a variety of challenges and share them on Stack Overflow (SO). However, the challenges that users deal with have not been studied. This paper presents an NS discussion dataset extracted from SOTorrent, which consists of 2,322 NS-related question posts spanning 17 features. The process of data collection was conducted in five steps, including filtering initial post dataset using simulator tags, discovering NS-related tags, collecting the tagged posts, extracting the posts title and preprocessing for LDA (Latent Dirichlet Allocation), and finally applying the LDA topic modeling to obtain the NS posts clustered into eight different topic names. We believe that this dataset will help research community in highlighting issues faced by NS users. Elsevier 2022-02-11 /pmc/articles/PMC8857582/ /pubmed/35242924 http://dx.doi.org/10.1016/j.dib.2022.107942 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Nugroho, Yusuf Sulistyo Islam, Syful Gunawan, Dedi Kurniawan, Yogiek Indra Hossain, Md. Javed Dataset of network simulator related-question posts in stack overflow |
title | Dataset of network simulator related-question posts in stack overflow |
title_full | Dataset of network simulator related-question posts in stack overflow |
title_fullStr | Dataset of network simulator related-question posts in stack overflow |
title_full_unstemmed | Dataset of network simulator related-question posts in stack overflow |
title_short | Dataset of network simulator related-question posts in stack overflow |
title_sort | dataset of network simulator related-question posts in stack overflow |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857582/ https://www.ncbi.nlm.nih.gov/pubmed/35242924 http://dx.doi.org/10.1016/j.dib.2022.107942 |
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