[Spring 2016 NETS 8984] Network Science Research

Schedule / Syllabus (Subject to Change)

 

 

Lec. #

Date

Topic

Readings

1

Jan 12

Introductions

2

Jan 19

Network Similarity

      http://eliassi.org/papers/berlingerio-asonam13.pdf

      http://eliassi.org/papers/soundarajan-sdm14.pdf

      http://web.eecs.umich.edu/~dkoutra/papers/DeltaCon_TKDD15.pdf

3

Jan 26

Collective Classification & Belief Propagation

      http://eliassi.org/papers/ai-mag-tr08.pdf

      http://web.eecs.umich.edu/~dkoutra/papers/fabp_pkdd2011.pdf

      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

      http://arxiv.org/abs/1410.6793

      https://cs.uwaterloo.ca/~tozsu/publications/graph/EM_kCore_icde11.pdf

      http://arxiv.org/abs/1103.5320

      http://www.cs.bilkent.edu.tr/~bgedik/homepage/lib/exe/fetch.php/wiki:pubs:streaming-kcore.pdf

6

Feb 16

Professor Evimaria Terzi

      Entity Selection and Ranking for Data-mining Applications

7

Feb 23

Role Discovery

      http://eliassi.org/papers/henderson-kdd11.pdf

      http://eliassi.org/papers/henderson-kdd2012.pdf

      http://eliassi.org/papers/gilpin-kdd2013.pdf

8

Mar 1

Network Sampling and Completion

      https://www.cs.purdue.edu/homes/neville/courses/kdd13-tutorial.html

      http://i.stanford.edu/~mykim/pub/SDM11-NetworkCompletion.pdf

      http://www.cs.cmu.edu/~epxing/papers/2009/Hanneke_Xing_AISTAT09.pdf

      http://arxiv.org/abs/1511.06463

9

Mar 8

No Class (Spring Break)

10

Mar 15

Professor Yizhou Sun

      Relation Strength Learning in Mining Heterogeneous Information Networks

11

Mar 22

No Class (Tina traveling)

12

Mar 29

Professor
Nick Beauchamp

      Someone is Wrong on the Internet: Modeling Argument and Persuasion via an Exchange of Ideas

      Visualizing and Modeling Rhetorical Structures in Individual Documents

13

Apr 5

Professor Kostas Pelechrinis

      Studying Homophily through Network Randomization

14

Apr 12

Professor
Lise Getoor

      Collective Graph Identification

15

Apr 19

Professor Marios Kokkodis

      Online Labor Markets: Reputation Transferability, Career Development Paths and Hiring Decisions