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SI 508 - Networks: Theory and Application

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Term: Fall 2008
Published: January 28, 2009
Revised: June 28, 2013
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Assignments

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Week 01: Assignment 1 - Network Basics Pajek Tutorial Lada A. Adamic Attribution
Week 02: Assignment 2 - Network Measurement & Sampling Lada A. Adamic Attribution
Week 03: Assignment 3 - Prestige and Small Worlds Lada A. Adamic Attribution
Week 06: Assignment 4 - Power Law Networks, Traversal, GUESS Lada A. Adamic Attribution
Week 07: Assignment 5 - Community Structure Lada A. Adamic Attribution
Week 08: Assignment 6 - Co-authorship & Citation Lada A. Adamic Attribution
Week 10: Assignment 7 - Page Rank Lada A. Adamic Attribution
Week 11: Assignment 8 - Machine Translation Lada A. Adamic Attribution
Week 12: Assignment 9 - Resilience Lada A. Adamic Attribution
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Data

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Data URL: Corporate Interlocks in Scotland
Wouter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data URL: Data Files Built from ACL Anthology Network The CLAIR Group external_link icon All Rights Reserved
Data URL: Dining Table Partners
Wooter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data URL: Galesburg Drug Study 2
Wouter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data URL: Informal Communication within a Sawmill on Strike
Wouter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data URL: Modern Math Method Diffusion
Wouter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data URL: Visiting ties among families in San Juan Sur
Wouter de Nooy
Andrej Mrvar
Vladimir Batagelj
external_link icon AttributionNoncommercialShare Alike
Data: Actors and Movies Lada A. Adamic Attribution
Data: Actors and Movies with Gere Lada A. Adamic Attribution
Data: Author Citation Network Lada A. Adamic Attribution
Data: Betweenness Clustering 2 Lada A. Adamic Attribution
Data: binvector.m Lada A. Adamic Attribution
Data: Citation Network Co-Authors Lada A. Adamic Attribution
Data: Co-Authorship Network Lada A. Adamic Attribution
Data: Complete Set of Data Files, including .mcr files, from the Pajek site
Vladimir Batagelj
Andrej Mrvar
external_link icon AttributionNoncommercialShare Alike
Data: Create Facebook GDF Lada A. Adamic Attribution
Data: cumulativecounts.m Lada A. Adamic Attribution
Data: Exercise II Lada A. Adamic Attribution
Data: Exposure Lada A. Adamic Attribution
Data: fitlineonloglog.m Lada A. Adamic Attribution
Data: gnutella (from Clip2 DSS) Lada A. Adamic Attribution
Data: gnutella2 Lada A. Adamic Attribution
Data: hdrload.m Lada A. Adamic Attribution
Data: ischool Lada A. Adamic Attribution
Data: logbinfromlinbin.m Lada A. Adamic Attribution
Data: Nexus Anon Lada A. Adamic Attribution
Data: Pager anktool W Lada A. Adamic Attribution
Data: PLmaxlikelihood.m Lada A. Adamic Attribution
Data: Poli Blog M Finder Lada A. Adamic Attribution
Data: poliblog Lada A. Adamic Attribution
Data: poliblogrecip Lada A. Adamic Attribution
Data: randompowerlawints.m Lada A. Adamic Attribution
Data: Read Nexus Mac Lada A. Adamic Attribution
Data: Read Nexus PC Lada A. Adamic Attribution
Data: Relience Betweenness Lada A. Adamic Attribution
Data: Relience Degree Lada A. Adamic Attribution
Data: schooltag Lada A. Adamic Attribution
Data: Test Lada A. Adamic Attribution
Data: Threshold Lag Lada A. Adamic Attribution
Data: Triad Undir Lada A. Adamic Attribution
Data: userschool Lada A. Adamic Attribution
Data: usertag Lada A. Adamic Attribution
Data: Words Lada A. Adamic Attribution
Data: Zachary Lada A. Adamic Attribution
Data: Zachary Karate Lada A. Adamic Attribution
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Demos

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Demo - Community Structure Lada A. Adamic external_link icon Attribution
Demo - Community Structure: Girvan-Newman Betweenness Clustering Algorithm Lada Adamic external_link icon All Rights Reserved
Demo - Diffusion: Diffusion in an Erdos Renyi Graph (NetLogo) external_link icon All Rights Reserved
Demo - Diffusion: Diffusion in Randomly and Preferentially Grown Networks (NetLogo)
Lada A. Adamic
Uri Wilensky
external_link icon All Rights Reserved
Demo - Diffusion: Random Rewiring
Lada A. Adamic
Eytan Bakshy
external_link icon All Rights Reserved
Demo - Diffusion: Two-Player Game Lada A. Adamic external_link icon All Rights Reserved
Demo - Growing Networks
Uri Wilensky
Lada Adamic
external_link icon All Rights Reserved
Demo - Information Retrieval: LexRank Patrick Jordan external_link icon All Rights Reserved
Demo - Information Retrieval: PageRank to Small Network Lada Adamic external_link icon All Rights Reserved
Demo - Network Games: Coordination Lada A. Adamic external_link icon All Rights Reserved
Demo - Network Games: Prisoners' Dilemma Ed Baskerville external_link icon All Rights Reserved
Demo - Resilience: Percolation on a Regular Lattice Lada A. Adamic external_link icon Attribution
Demo - Resilience: Random Node Failure and Targeted Attack external_link icon All Rights Reserved
Demo - Search in Networks: Kleinberg's Small World Lattice
Lada A. Adamic
Eytan Bakshy
external_link icon All Rights Reserved
Demo - Small World Networks and Random Graphs: Erdos-Renyi Random Graph Model Uri Wilensky external_link icon All Rights Reserved
Demo - Small World Networks and Random Graphs: Watts-Strogatz Small World Model
Lada Adamic
Uri Wilensky
external_link icon All Rights Reserved
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Exams

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Fall 2007 Midterm Exam Lada A. Adamic Attribution
Fall 2007 Midterm Solution Lada A. Adamic Attribution
Fall 2008 Midterm Lada A. Adamic Attribution
Fall 2008 Midterm Solution Lada A. Adamic Attribution
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Handouts

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Syllabus Lada A. Adamic Attribution
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Labs

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Week 02a Lab Presentation: Pajeck Tutorial Lada A. Adamic Attribution
Week 02b Lab Instructions: Instructions for Facebook Lada A. Adamic Attribution
Week 03a Lab Presentation: Centrality Lada A. Adamic Attribution
Week 04a Lab Instructions: Prestige and Small Worlds Lada A. Adamic Attribution
Week 05a Lab Presentation: Fitting Power Laws; Growing Networks Lada A. Adamic Attribution
Week 05b Lab Instructions: Growing Networks Lada A. Adamic Attribution
Week 05c Lab Instructions: Generating and Fitting Power Law Distributions in Matlab Lada A. Adamic Attribution
Week 06 Lab Presentation: Network Visualization & GUESS Lada A. Adamic Attribution
Week 07a Lab Presentation: Community Structure Lada A. Adamic Attribution
Week 07b Lab Instructions: Read Me Lada A. Adamic Attribution
Week 07c Lab Example URL: Motif Detection Tool Sebastian Wernicke external_link icon All Rights Reserved
Week 08a Lab Presentation: Constraint - Brokers & Bridges Lada A. Adamic Attribution
Week 09a Lab Instructions: IR Instructions Lada A. Adamic Attribution
Week 09b Lab Example URL: Document Viewer Samuraj Data AB external_link icon All Rights Reserved
Week 09b Lab Example URL: Heirarchical Clustering Resampling Stats, Inc. external_link icon All Rights Reserved
Week 09b Lab Example URL: LexRank Demo
Gunes Erkan
Dragomir Radev
external_link icon All Rights Reserved
Week 10a Lab Instructions: Information Diffusion Lada A. Adamic Attribution
Week 10b Lab Example URL: Coevolution of Networks Holmes & Newman external_link icon All Rights Reserved
Week 11a Lab Presentation: Tagging Networks Lada A. Adamic Attribution
Week 11b Lab Instructions Lada A. Adamic Attribution
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Lectures

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Week 01: Introduction to Networks Lada A. Adamic Attribution
Week 02: Basic Network Concepts Lada A. Adamic Attribution
Week 03: Network Centrality Lada A. Adamic Attribution
Week 04: Small World Networks Lada A. Adamic Attribution
Week 05: Power-Laws/"Scale Free" Networks Lada A. Adamic Attribution
Week 06: Network Traversal David A. Plaisted external_link icon All Rights Reserved
Week 08: Search in Structured Networks Lada A. Adamic Attribution
Week 09: Networks in Web & IR Lada A. Adamic Attribution
Week 10: Information Diffusion Lada A. Adamic Attribution
Week 11: Networks Over Time Lada A. Adamic Attribution
Week 12: Network Resilience Lada A. Adamic Attribution
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Student Projects

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Fall 2007 Student Projects external_link icon All Rights Reserved
Fall 2008 Student Projects external_link icon All Rights Reserved
Winter 2006 Student Projects external_link icon All Rights Reserved
Winter 2007 Student Projects external_link icon All Rights Reserved
Creative Commons Attribution 3.0 Unported
This Work, SI 508 - Networks: Theory and Application, by Lada A. Adamic is licensed under a Creative Commons Attribution license.