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community_role_extraction [2018/05/25 15:14]
lwchang
community_role_extraction [2018/08/24 16:25] (current)
lwchang
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-===== News Recommendation =====+===== Community/Role Extraction =====
   *成員:政德、文正、立暐   *成員:政德、文正、立暐
 +
 +===== Progress Report =====
 +^Date^Slides^
 +|20180622|[[https://drive.google.com/open?id=1Dp2JicMfd6WcR_KwL5oPdS6vR_1J2Hpa|Slide 1]][[https://drive.google.com/open?id=1yPLnKwhTffhazKr171UE175l5edxCENm|Slide2]]|
 +|20180706|[[https://drive.google.com/open?id=1gdWamg9V_ojF9msS2FYJzA6yfq_5Xsh0|Slide 1]]|
 +|20180720|[[https://drive.google.com/file/d/13Ndq_e09_L5U-28i6U03Ju7o8O0ED-nf/view?usp=sharing|Slide 1]]|
 +|20180803|[[https://drive.google.com/file/d/1cLXJvW-lcmK3ocUsCI29LYNapEM86YXN/view?usp=sharing|Slide 1]]|
 +|20180817|[[https://drive.google.com/file/d/1_iBw64KBkmhTs1LQWUyEKjjlKqzUZxSv/view?usp=sharing|Slide 1]]|
  
 ===== References ===== ===== References =====
 +^Year^Source^Title^Brief Description^link^
 +|2012|KDD|Rolx: structural role extraction & mining in large graphs| | |
 +|2013|KDD|Guided learning for role discovery (GLRD): framework, algorithms, and applications| | |
 +|2014|IEEE TKDE|Role Discovery in Networks| | |
 +|2014|ACM COSN|Simultaneous detection of communities and roles from large networks| | |
 +|2015|ICDM|Hierarchies in Directed Networks| | |
 +|2015|DMKD|Dynamic inference of social roles in information cascades| | |
 +|2016|SDM|Integrating community and role detection in information networks| | |
 +|2016|KAIS|Measuring in-network node similarity based on neighborhoods: a unified parametric approach| | |
 +|2017|DMKD|Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks| | |
 +|2017|KDD|struc2vec: Learning Node Representations from Structural Identity| | |
 +|2018|arXiV|Learning Role-based Graph Embeddings| | |
  
 ===== Learning Resources ===== ===== Learning Resources =====
 +[[https://www.dropbox.com/s/zjlbki39z0du2lb/sna18_lecture03_community.pdf?dl=0|Community Detection Slide - Cheng-Te Li]]
 +
 +[[http://snap.stanford.edu/proj/embeddings-www/|Representation Learning on Networks - WWW-18 Tutorial]]
community_role_extraction.1527232458.txt.gz · Last modified: 2018/05/25 15:14 by lwchang