├── .DS_Store ├── L01_Web_and_Semantic_Web.pdf ├── L02_Graph_Analysis_I_fundamentals.pdf ├── L03_Graph_Analysis_II_measures.pdf ├── L04-LinkPrediction.pdf ├── L05-KnowledgeGraph-pub.pdf ├── README.md └── courseproject.pdf /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/.DS_Store -------------------------------------------------------------------------------- /L01_Web_and_Semantic_Web.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/L01_Web_and_Semantic_Web.pdf -------------------------------------------------------------------------------- /L02_Graph_Analysis_I_fundamentals.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/L02_Graph_Analysis_I_fundamentals.pdf -------------------------------------------------------------------------------- /L03_Graph_Analysis_II_measures.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/L03_Graph_Analysis_II_measures.pdf -------------------------------------------------------------------------------- /L04-LinkPrediction.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/L04-LinkPrediction.pdf -------------------------------------------------------------------------------- /L05-KnowledgeGraph-pub.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/L05-KnowledgeGraph-pub.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # WebScienceCourse 2 | A systematic course about web science for graduate students 3 | 4 | 东南大学《Web Science》研究生课程 5 | 时间：2021年秋季（9月\~12月） 6 | 每周一下午14:00\~17:30 7 | 地点：东南大学苏州研究院 8 | 答疑/讨论/建议：请致信 pwang AT seu.edu.cn 9 | 10 | 11 | # 课程内容 12 | 13 | ## 1 Web Science: introduction, history, concepts 14 | ## 2 Graph analysis: fundamentals 15 | ## 3 Graph analysis: measures 16 | ## 4 Social network mining and analysis: link prediction 17 | ## 5 Knowledge graph: concepts and applications 18 | ## 6 Knowledge graph: techniques 19 | 20 | -------------------------------------------------------------------------------- /courseproject.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npubird/WebScienceCourse/de406f82cf3a2ee9eb3e385d26068bd2a2ba5829/courseproject.pdf --------------------------------------------------------------------------------