[Spring 2016 Ð NETS 8984] Network Science Research
Schedule / Syllabus (Subject to Change)
Lec. #
Date
Topic
Readings
1
Jan 12
Introductions
2
Jan 19
Network Similarity
á http://eliassi.org/papers/berlingerio-asonam13.pdf
á http://eliassi.org/papers/soundarajan-sdm14.pdf
á http://web.eecs.umich.edu/~dkoutra/papers/DeltaCon_TKDD15.pdf
3
Jan 26
Collective Classification & Belief Propagation
á http://eliassi.org/papers/ai-mag-tr08.pdf
á http://web.eecs.umich.edu/~dkoutra/papers/fabp_pkdd2011.pdf
á http://arxiv.org/pdf/1406.7288.pdf
4
Feb 2
No Class (Tina on Bereavement Leave)
5
Feb 9
Core Number Estimation
Visitor: Priya Govindan
á http://arxiv.org/abs/1410.6793
á https://cs.uwaterloo.ca/~tozsu/publications/graph/EM_kCore_icde11.pdf
á http://arxiv.org/abs/1103.5320
á http://www.cs.bilkent.edu.tr/~bgedik/homepage/lib/exe/fetch.php/wiki:pubs:streaming-kcore.pdf
6
Feb 16
Professor Evimaria Terzi
á Entity Selection and Ranking for Data-mining Applications
7
Feb 23
Role Discovery
á http://eliassi.org/papers/henderson-kdd11.pdf
á http://eliassi.org/papers/henderson-kdd2012.pdf
á http://eliassi.org/papers/gilpin-kdd2013.pdf
8
Mar 1
Network Sampling and Completion
á https://www.cs.purdue.edu/homes/neville/courses/kdd13-tutorial.html
á http://i.stanford.edu/~mykim/pub/SDM11-NetworkCompletion.pdf
á http://www.cs.cmu.edu/~epxing/papers/2009/Hanneke_Xing_AISTAT09.pdf
á http://arxiv.org/abs/1511.06463
9
Mar 8
No Class (Spring Break)
10
Mar 15
Professor Yizhou Sun
á Relation Strength Learning in Mining Heterogeneous Information Networks
11
Mar 22
No Class (Tina traveling)
12
Mar 29
Professor Nick Beauchamp
á Someone is Wrong on the Internet: Modeling Argument and Persuasion via an Exchange of Ideas
á Visualizing and Modeling Rhetorical Structures in Individual Documents
13
Apr 5
Professor Kostas Pelechrinis
á Studying Homophily through Network Randomization
14
Apr 12
Professor Lise Getoor
á Collective Graph Identification
15
Apr 19
Professor Marios Kokkodis
á Online Labor Markets: Reputation Transferability, Career Development Paths and Hiring Decisions