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EverCam
Transitivity
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2016-06-20,
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寫筆記
索引
1. Network Measures – Transitivity網路度量 - 遞移律
2. Transitivity and Reciprocity遞移律和互惠性
3. Transitivity遞移律
4. [Global] Clustering Coefficient[全域]群聚係數(度)
5. [Global] Clustering Coefficient: Example[全域]群聚係數(範例)
6. Local Clustering Coefficient區域群聚係數(度)
7. [Global] Clustering Coefficient: Example[全域]群聚係數(範例)
8. Local Clustering Coefficient區域群聚係數(度)
9. Local Clustering Coefficient: Example區域群聚係數(範例)
社群媒體探勘
1. Introduction
1.1
Introduction - Part 1
1.2
Introduction - Part 2
2. Graph Essentials
2.1
Types of Graphs
2.2
Special Graphs and Special Subgraphs
2.3
Graph Algorithms : Graph/Network Traversal Algorithms
3. Network Measures
3.1
Centrality
3.2
Normalization and EigenVector
3.3
Eigenvector Centrality
3.4
Katz Centrality
3.5
PageRank
3.6
Betweenness Centrality
3.7
Closeness Centrality
3.8
Group Centrality
3.9
Transitivity
3.10
Reciprocity
3.11
Status
3.12
Structural Equivalence
3.13
Regular Equivalence
4. Network Models
4.1
Network Models
4.2
Power Law Distribution
4.3
Clustering Coefficient
4.4
Average Path Length
4.5
Random Graphs
4.6
Evolution of Random Graphs
5. Data Mining Essentials
5.1
Data Mining Essentials
5.2
Data
5.3
Data (Part 2)
5.4
Data (Part 3)
5.5
Data (Part 4)
5.6
Supervised Learning Algorithm
5.7
Unsupervised Learning Algorithm
6. Community Analysis
6.1
Community Analysis
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Book Draft PDF and Powerpoint Slides available at http://dmml.asu.edu/smm
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