Knowledge Map Southeast University graduate course lecture notes and a series of classic papers and interpretation data integration

This article organizes the handouts of Southeast University's 2023 graduate courses, as well as the must-read classic papers recommended by it for each subdivision direction. At the same time, it also tries its best to integrate corresponding blogs, data sets and related codes on the Internet. I hope to help you avoid detours when learning knowledge graphs, and save you the time of searching for various information. It took two weeks and it was not easy to sort out. I hope it can be helpful to everyone.

All the series of materials listed below can be saved to my collection with one click in the upper right corner, and all favorite URLs can be managed completely free of charge. Each card represents a URL, which can be accessed by clicking.

You can manage all URLs at the directory level, as shown in the figure below

 

1 Handouts for 2023 graduate courses of Southeast University

Southeast University 2023 graduate course lecture notes Baidu network disk download https://www.webhub123.com/#/home/detail?p=5Znot-Rmw1

The extraction code is unified as kgkg

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2 Knowledge Graph-Knowledge Graph Construction Classic Papers and Interpretation Blog

Knowledge Graph - Knowledge Graph Construction Classic Papers and Interpretation Blog https://www.webhub123.com/#/home/detail?p=3TV3q-Rmw1

3 Knowledge Graph - Knowledge Extraction

3.1 Knowledge Graph - Knowledge Extraction - Information Extraction

Knowledge graph-knowledge extraction-information extraction must-read papers and interpretation blog https://www.webhub123.com/#/home/detail?p=2zmE3-Rmw1

 

3.2 Knowledge Graph - Knowledge Extraction - Entity Recognition

Knowledge Graph - Knowledge Extraction - Entity Recognition https://www.webhub123.com/#/home/detail?p=1ckqQ-Rmw1

3.3 Knowledge Graph-Knowledge Extraction-Relationship Extraction

Knowledge Graph - Knowledge Extraction - Relational Extraction Classic Papers and Interpretation https://www.webhub123.com/#/home/detail?p=2CXyI-Rmw1

3.4 Knowledge Graph - Knowledge Extraction - Event Extraction 

Knowledge Graph - Knowledge Extraction - Event Extraction Classic Core Papers and Interpretation https://www.webhub123.com/#/home/detail?p=4ZLfN-Rmw1

4 Knowledge Graph - Knowledge Fusion

Knowledge Graph - Classic core papers, interpretations and codes of knowledge fusion https://www.webhub123.com/#/home/detail?p=4B6yc-Rmw1

5 Knowledge Graph-Knowledge Embedding
5.1 Knowledge Graph-Knowledge Embedding-Overview and Basic Model

Knowledge Graph - Knowledge Embedding - Overview and Basic Model Recommended Papers and Interpretation Blog https://www.webhub123.com/#/home/detail?p=3oybc-Rmw1

5.2 Knowledge Graph - Knowledge Embedding - Basic Model 2

Knowledge Graph-Knowledge Embedding-Basic Model Recommended Papers and Paper Interpretation

5.3 Knowledge graph-knowledge embedding-multi-source information hybrid model

Knowledge Graph - Knowledge Embedding - Multi-source Information Mixed Model Papers and Interpretation Blog https://www.webhub123.com/#/home/detail?p=4UYWc-Rmw1

6 Knowledge graph-knowledge reasoning (mining)

Knowledge graph - knowledge reasoning (mining) classic important papers and interpretation https://www.webhub123.com/#/home/detail?p=60QJh-Rmw1

7 Knowledge Graph - Knowledge Storage 

Knowledge Graph - Core Classical Must-Read Papers and Interpretations of Knowledge Storage https://www.webhub123.com/#/home/detail?p=1m8kW-Rmw1

8 Knowledge Graph - Human-Computer Interaction 

https://www.webhub123.com/#/home/detail?p=4KV03-Rmw1 http://knowledge map - human-computer interaction core classic must-read papers and interpretation collection

Organized from GitHub - npubird/KnowledgeGraphCourse: Southeast University "Knowledge Graph" graduate course