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community_role_extraction [2018/06/08 15:08] lwchang |
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- | ===== News Recommendation | + | ===== Community/ |
*成員:政德、文正、立暐 | *成員:政德、文正、立暐 | ||
+ | |||
+ | ===== Progress Report ===== | ||
+ | ^Date^Slides^ | ||
+ | |20180622|[[https:// | ||
+ | |20180706|[[https:// | ||
+ | |20180720|[[https:// | ||
+ | |20180803|[[https:// | ||
+ | |20180817|[[https:// | ||
===== References ===== | ===== References ===== | ||
- | ^Year^Source^Title^Brief Description^link^Assign^ | + | ^Year^Source^Title^Brief Description^link^ |
- | |2012|KDD|Rolx: | + | |2012|KDD|Rolx: |
- | |2013|KDD|Guided learning for role discovery (GLRD): framework, algorithms, and applications| | | | | + | |2013|KDD|Guided learning for role discovery (GLRD): framework, algorithms, and applications| | | |
- | |2014|IEEE TKDE|Role Discovery in Networks| | | | | + | |2014|IEEE TKDE|Role Discovery in Networks| | | |
- | |2014|ACM COSN|Simultaneous detection of communities and roles from large networks| | | | | + | |2014|ACM COSN|Simultaneous detection of communities and roles from large networks| | | |
- | |2015|ICDM|Hierarchies in Directed Networks| | | | | + | |2015|ICDM|Hierarchies in Directed Networks| | | |
- | |2015|DMKD|Dynamic inference of social roles in information cascades| | | | | + | |2015|DMKD|Dynamic inference of social roles in information cascades| | | |
- | |2016|SDM|Integrating community and role detection in information networks| | | | | + | |2016|SDM|Integrating community and role detection in information networks| | | |
- | |2016|KAIS|Measuring in-network node similarity based on neighborhoods: | + | |2016|KAIS|Measuring in-network node similarity based on neighborhoods: |
- | |2017|DMKD|Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks| | | | | + | |2017|DMKD|Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks| | | |
- | |2017|KDD|struc2vec: | + | |2017|KDD|struc2vec: |
- | |2018|arXiV|Learning Role-based Graph Embeddings| | | | | + | |2018|arXiV|Learning Role-based Graph Embeddings| | | |
===== Learning Resources ===== | ===== Learning Resources ===== | ||
+ | [[https:// | ||
+ | |||
+ | [[http:// |