Analysis of Networks
Autumn 2017
Networks are a fundamental tool for modeling complex social, technological, and biological systems. Coupled with emergence of online social networks and large-scale data availability in biological sciences, this course focuses on the analysis of massive networks which provide many computational, algorithmic, and modeling challenges.
The course will cover recent research on the structure and analysis of such large networks and on models and algorithms that abstract their basic properties. Class will explore how to practically analyze large scale network data and how to reason about it through models for network structure and evolution.
Topics include: how information spreads through society; robustness and fragility of food webs and financial markets; algorithms for the World Wide Web; friend prediction in online social networks; identification of functional modules in biological networks; disease outbreak detection.


Important course information will be posted on this web page and announced in class. You are responsible for all material that appears here and should check this page for updates frequently.

Course information:


Jure Leskovec
Office Hours: Tuesday 9:00-10:00AM, Gates 418
SCPD students please send email beforehand if you want to talk to Jure


Tuesday & Thursday 1:30PM - 2:50PM in NVIDIA Auditorium, Huang Engineering .

Watch video lectures on SCPD (any Stanford student can see them here).

Email address:

You can reach us at cs224w-aut1718-staff@lists.stanford.edu
Use Piazza to post class related questions: http://piazza.com/stanford/fall2017/cs224w (use access code "snap" to register)

TAs and Office hours:

Silviana Ciurea Ilcus

Anthony Kim

Anunay Kulshrestha

Praty Sharma

Ziyi Yang

Students can also participate in office hours via Google Hangout at stanford.cs224w@gmail.com.

Previous versions of the course

CS224W: Fall 2016
2016 student project reports

CS224W: Fall 2015
2015 student project reports

CS224W: Fall 2014
2014 student project reports

CS224W: Fall 2013
2013 student project reports

CS224W: Fall 2012
2012 student project reports

CS224W: Fall 2011
2011 student project reports

CS224W: Fall 2010
2010 student project reports

CS322: Fall 2009
2009 student project reports