OmegaXYZ知识图谱应用Github仓库（长期更新）

Myth丶恋晨 2022-11-18 05:42 205阅读 0赞

# 知识图谱可视化Demo #

Github: [https://github.com/xyjigsaw/Knowledge-Graph-And-Visualization-Demo][https_github.com_xyjigsaw_Knowledge-Graph-And-Visualization-Demo]

本项目支持2D，3D知识图谱可视化与查询，主要为JavaScript代码。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center]

详细描述：[https://www.omegaxyz.com/2020/03/03/knowledge-graph-demo/][https_www.omegaxyz.com_2020_03_03_knowledge-graph-demo]

# Aminer学术社交网络数据知识图谱构建 #

Github: [https://github.com/xyjigsaw/Aminer2KG][https_github.com_xyjigsaw_Aminer2KG]

本项目对Aminer学者社交网络数据集进行了提取，生成了实体关系csv文件，并通过Pytorch-BigGraph对知识图谱进行表示学习。  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 1]

详细描述：[https://www.omegaxyz.com/2020/07/12/aminer-academic-social-network/][https_www.omegaxyz.com_2020_07_12_aminer-academic-social-network]

# 基于知识图谱的问答系统Demo #

Github: [https://github.com/xyjigsaw/COVID19-KBQA-DEMO][https_github.com_xyjigsaw_COVID19-KBQA-DEMO]

基于知识图谱的问答系统，即KBQA。实现方法是根据用户输入的自然语言问句，转化为图数据库中的关系查询，最终将数据库中的实体及关系呈现给用户。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 2]

详细描述：[https://www.omegaxyz.com/2020/04/28/kbqa-demo/][https_www.omegaxyz.com_2020_04_28_kbqa-demo]

# 学术访达（超大项目，有问题私信） #

Github: [https://github.com/xyjigsaw/AcaFinder][https_github.com_xyjigsaw_AcaFinder]

基于知识图谱的学术社交网络数据查询与可视化系统。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 3]

# Linux知识图谱 #

Github: [https://github.com/xyjigsaw/Linux-Knowledge-Graph][https_github.com_xyjigsaw_Linux-Knowledge-Graph]

该项目提取Linux的基本原语，生成Linux关系图。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 4]

详细描述：[https://www.omegaxyz.com/2020/08/04/linux-knowledge-graph/][https_www.omegaxyz.com_2020_08_04_linux-knowledge-graph]

# 学科领域本体关系数据与可视化 #

Github: [https://github.com/xyjigsaw/academia][https_github.com_xyjigsaw_academia]

**Demo:** [https://xyjigsaw.github.io/academia/][https_xyjigsaw.github.io_academia]

整理并分类人类社会的一级学科及二级学科，生成学科可视化网络。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 5]

详细描述：[https://www.omegaxyz.com/2020/07/13/domain\_data\_visualization/][https_www.omegaxyz.com_2020_07_13_domain_data_visualization]

更多知识图谱内容未在本页面列出，获取更多KG项目，可以进入我的博客：

[https://www.omegaxyz.com/2021/02/10/kg-github/][https_www.omegaxyz.com_2021_02_10_kg-github]

--------------------

声明：欢迎提出issue

[https_github.com_xyjigsaw_Knowledge-Graph-And-Visualization-Demo]: https://github.com/xyjigsaw/Knowledge-Graph-And-Visualization-Demo
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center]: /images/20221022/373697731a094ce7b68f3adfcfeaaa74.png
[https_www.omegaxyz.com_2020_03_03_knowledge-graph-demo]: https://www.omegaxyz.com/2020/03/03/knowledge-graph-demo/
[https_github.com_xyjigsaw_Aminer2KG]: https://github.com/xyjigsaw/Aminer2KG
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 1]: /images/20221022/aaa6aded41894fa99ecf1bd118b1f57d.png
[https_www.omegaxyz.com_2020_07_12_aminer-academic-social-network]: https://www.omegaxyz.com/2020/07/12/aminer-academic-social-network/
[https_github.com_xyjigsaw_COVID19-KBQA-DEMO]: https://github.com/xyjigsaw/COVID19-KBQA-DEMO
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 2]: /images/20221022/0a14fba1986f429682e39af31cfcb4d8.png
[https_www.omegaxyz.com_2020_04_28_kbqa-demo]: https://www.omegaxyz.com/2020/04/28/kbqa-demo/
[https_github.com_xyjigsaw_AcaFinder]: https://github.com/xyjigsaw/AcaFinder
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 3]: /images/20221022/fe9cb127b592448690365a0643399a20.png
[https_github.com_xyjigsaw_Linux-Knowledge-Graph]: https://github.com/xyjigsaw/Linux-Knowledge-Graph
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 4]: /images/20221022/0f7056c56887494ba254c790ce7f428d.png
[https_www.omegaxyz.com_2020_08_04_linux-knowledge-graph]: https://www.omegaxyz.com/2020/08/04/linux-knowledge-graph/
[https_github.com_xyjigsaw_academia]: https://github.com/xyjigsaw/academia
[https_xyjigsaw.github.io_academia]: https://xyjigsaw.github.io/academia/
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3h5aXN2_size_16_color_FFFFFF_t_70_pic_center 5]: /images/20221022/91c116b753ca40b5804183c57951170e.png
[https_www.omegaxyz.com_2020_07_13_domain_data_visualization]: https://www.omegaxyz.com/2020/07/13/domain_data_visualization/
[https_www.omegaxyz.com_2021_02_10_kg-github]: https://www.omegaxyz.com/2021/02/10/kg-github/
[omegaxyz.com]: https://www.omegaxyz.com/