zh:notes:math_softwares
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zh:notes:math_softwares [2026/10/20 15:36] pzczxs [Calculate Diversity Indicators] |
zh:notes:math_softwares [2026/10/23 12:40] (当前版本) pzczxs [原始数据] |
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| ====== Math Software Dataset Construction ====== | ====== Math Software Dataset Construction ====== | ||
| ===== Citation Information ===== | ===== Citation Information ===== | ||
| - | - | + | -Shuo Xu, Lanzhi Li, Jiahao Li, Xin An, Jianhua Liu, and Xuegang Deng, 2026. Evaluation of Mathematical Software Impact based on Diversity Measures. (Under Review) |
| 行 116: | 行 116: | ||
| </code> | </code> | ||
| ===== Calculate Diversity Indicators ===== | ===== Calculate Diversity Indicators ===== | ||
| - | The following three diversity indicators are calculated: (1) Rao-Stirling ([[https://www.jstor.org/stable/25050293|Rao, 1982]]; [[https://doi.org/10.1098/rsif.2007.0213|Stirling, 2007]]), DIV ([[https://doi.org/10.1016/j.joi.2019.03.016|Leydesdorff et al., 2019]]), and div<subscript>e</subscript>([[https://doi.org/10.1007/s11192-022-04336-3|Mutz, 2022]]). | + | The following three diversity indicators are calculated: (1) Rao-Stirling ([[https://www.jstor.org/stable/25050293|Rao, 1982]]; [[https://doi.org/10.1098/rsif.2007.0213|Stirling, 2007]]), DIV ([[https://doi.org/10.1016/j.joi.2019.03.016|Leydesdorff et al., 2019]]), and div<sub>e</sub>([[https://doi.org/10.1007/s11192-022-04336-3|Mutz, 2022]]). |
| + | |||
| + | ==== 原始数据 ==== | ||
| + | *<color blue>00software_new.csv</color>：id（软件编号），swmath_id（swmath编号），name（软件名称），description（软件描述） | ||
| + | *<color blue>00article.csv</color>：id（论文编号），title（论文标题），abst（论文摘要），doi（doi号），publication_year（出版时间），type（论文类型），language_code（语言） | ||
| + | *<color blue>00software_article.csv</color>：software_id（软件编号），article_id（论文编号），flag（0：软件论文，1：论文）；注意：一个软件对应一篇或多篇论文 | ||
| + | *<color blue>00category.csv：id（类别id）</color>，name（类别名称） | ||
| + | *<color blue>00article_category.csv</color>：article_id（论文编号），category_id（类别id）；注意：一篇论文对应一个或多个类别 | ||
| + | |||
| + | ==== 构建software_article_category关系表 ==== | ||
| + | *筛选条件： | ||
| + | *flag为1 | ||
| + | *language_code为en | ||
| + | *type为以下任意一种：“Article”, “Article; Book Chapter”, “Article; Early Access”, “Article; Proceedings Paper”, “Letter”, “Proceedings Paper”, “Review” or “Review; Book Chapter” | ||
| + | *title和abst不能为空 | ||
| + | *代码：<color blue>01构建software_article_category.py</color> | ||
| + | *结果：<color blue>01software_article_category.csv</color> | ||
| + | |||
| + | ==== 统计每个软件对应的无重复论文数量和类别数量 ==== | ||
| + | *代码：<color blue>统计02software_num_articles_categories.py</color> | ||
| + | *结果：<color blue>02software_num_articles_categories.csv</color> | ||
zh/notes/math_softwares.1792481765.txt.gz · 最后更改: 2026/10/20 15:36 由 pzczxs