CMPUT 605 - Reading List
- W. Hamilton, R. Yang, J. Leskovec:
Representation learning on graphs: methods and applications, Data Eng. Bulletin, 2017. [Anandh]
- A. Pal et al.:
Discovery of topical authorities in instagram, WWW 2016. [Nitakshi]
- D. Easley and J. Kleinberg:
Strong and weak ties, Ch 3 of the book Networks, Crowds, and Markets: Reasoning about a Highly Connected World, 2010.
- N.K. Ahmed et al.:
Graph sample and hold: A framework for big-graph analytics, KDD 2014.
- A.J. O'Malley, J-P. Onnela:
Topics in Social Network Analysis and Network Science, The Handbook of Health Services Research, 2017.
- A. Moro, A. Raganato, R. Navigli:
Entity linking meets word sense disambiguation: a unified approach,
Transactions of the ACL, 2014.
- P. Agarwal et al.:
diaNED: time-aware named entity disambiguation for diachronic corpora, ACL 2018.
- S. Cucerzan:
Large-scale named entity disambiguation based on Wikipedia data, EMNLP 2007. [Anandh]
- A. Gattani et al.
Entity extraction, linking, classification, and tagging for social media: a wikipedia-based approach, PVLDB 2013. [Nitakshi]
- X. Han, L. Sun, J. Zhao.
Collective entity linking in web text: a graph-based method, SIGIR 2011.
- E. Kamalloo, D. Rafiei:
A coherent unsupervised model for toponym resolution, WWW 2018.
- Z. Ji, A. Sun, G. Cong, J. Han:
Joint recognition and linking of fine-grained locations from tweets,
WWW 2016. [Anandh]
- E. Kuzey, V. Setty, J. Strötgen, G. Weikum:
As time goes by: comprehensive tagging of textual phrases with temporal scopes,
WWW 2016. [Nitakshi]
- F. Nargesian, E. Zhu, Ken Pu, R.J. Miller:
Table union search on open data, VLDB 2018. [Nitakshi]
- E. Zhu, F. Nargesian, K.Q. Pu, and R.J. Miller:
LSH ensemble: Internet-scale domain search,
- O. Lehmberg, C. Bizer:
Stitching web tables for improving matching quality,
- M. Gomez-Rodriguez, J. Leskovec, B. Schoelkopf:
Modeling Information Propagation with Survival Theory,
International Conference on Machine Learning (ICML), 2013.
- N. Liu et al.:
Breaking news dissemination in the media via propagation behavior based on complex network theory,
Physica A: Statistical Mechanics and its Applications, 2016. [Anandh]
- C. Danescu-Niculescu-Mizil, R. West, D. Jurafsky, J. Leskovec, C. Potts:
No Country for Old Members: User lifecycle and linguistic change in online communities, WWW 2013. [Nitakshi]
- J. Yang, J. McAuley, J. Leskovec, P. LePendu, N. Shah:
Finding progression stages in time-evolving event sequences, WWW 2014.
- ** M. Gomez-Rodriguez, J. Leskovec, D. Balduzzi, B. Schoelkopf:
Uncovering the Structure and Temporal Dynamics of Information Propagation,
Network Science, 2014. 40 pages.
- ** K. Shu, A. Sliva, S. Wang, J. Tang, H. Liu:
Fake news detection on social media: A data mining perspective,
ACM SIGKDD Explorations, 2017
- ** DMJ Lazer et al.,
The science of fake news, Science Magazine, 2018.
Items marked as ** are given as additional references and are not for weekly discussions.