1 Presentations, Posters & Technical Reports

This page catalogs conference posters, invited lecture slide decks, grant proposals, and empirical technical reports produced during the NetSense study. These documents detail the study design, theoretical motivations, data pipeline architecture, and initial findings on social network evolution.


1.1 Conference Posters

High-resolution conference presentation posters detailing network evolution and formation dynamics.

NoteThe Evolution of Student Networks (SoCS 2013)

David Hachen
Presented at the International Conference on Social Computing and its Applications (SoCS 2013).
Overview of the NetSense multi-modal sensing infrastructure, tracking face-to-face interactions via Bluetooth proximity and digital communication channels across the college transition.

Download Poster PDF (1.3 MB)

NoteNetwork Formation and Trajectories in a College Cohort

Lei Wang, David Hachen, & Omar Lizardo
Presented at NetSci: International School and Conference on Network Science.
Empirical analysis of tie formation mechanisms, proximity pings, and demographic homophily governing dyadic persistence over academic terms.

Download Poster PDF (1.9 MB)


1.2 Invited Talks & Slide Decks

Slide decks from invited colloquia, university seminars, and conference presentations outlining the sociology of cultural tastes, network change, and sensor telemetry.

Presentation Title Speaker & Event / Venue Format Download
Network Evolution, Culture, and Social Tie Formation Omar Lizardo — Duke University (September 2012) Beamer PDF PDF (4.7 MB)
Cultural Tastes and Social Networks Omar Lizardo — Columbia University (September 2012) Beamer PDF PDF (1.6 MB)
The Life of a Tie: Formation, Persistence, and Development David Hachen, Omar Lizardo, et al. — IC2S2 2015 (Helsinki) (June 2015) Presentation PDF PDF (674 KB)
Dynamic Ego Networks David Hachen, Omar Lizardo, et al. — NetSci 2014 Symposium (June 2014) Beamer PDF PDF (866 KB)
Dynamic Ego Networks: Growth, Stability, Change & Inequality David Hachen, Omar Lizardo, et al. — Indiana University (November 2013) Beamer PDF PDF (654 KB)
The NetSense Study: Dynamics of Social Networks Omar Lizardo — City College of New York (CCNY) (April 2012) Beamer PDF PDF (1.3 MB)
The NetSense Study: Design & First-Semester Homophily Omar Lizardo — Sunbelt XXXII (INSNA) (March 2012) PowerPoint PPTX (79 KB)
The Effects of Individual Traits on Network Formation NetSci 2013 Conference PowerPoint PPTX (336 KB)
NetSense Study Overview & Public Briefing Omar Lizardo — Notre Dame Alumni Event PowerPoint PPTX (101 KB)
NetSense Data Architecture & Merging Logic David Hachen — NetSense Research Team PowerPoint PPTX (30 KB)

1.3 Technical Reports & Working Memos

Methodological white papers and grant deliverables documenting data preparation rules, tie definitions, and structural distributions.

NoteNetwork Evolution Report: The First 45 Weeks (August 2011 – May 2012)

NetSense Research Team
A comprehensive technical report documenting the longitudinal evolution of the student network over 45 continuous academic weeks, integrating call records, text messages, Bluetooth proximity events, and survey rounds.

Download Full Report (.docx, 12 MB)

NoteDistinguishing Pre-Existing vs. College-Formed Edges in Communication Streams

David Hachen & Research Team
Report analyzing edge types in the NetSense telemetry streams to cleanly separate relationships formed prior to entering college from new friendships initiated on campus.

Download Report (.docx, 1.4 MB)

NoteNetwork Degree Distributions & Demographic Correlates

Omar Lizardo
Detailed technical monograph examining total, pre-existing, and new-tie degree distributions across student demographic attributes, Big Five personality traits, drinking behavior, and social media activity.

Download Report PDF (280 KB)

NoteTechnical Memo: Definition and Censoring of “Active Ties”

Margaret Pistorius & NetSense Team
Methodological documentation on establishing active tie thresholds, handling missing weeks, and calculating dyadic activity indicators from weekly communication matrices.

Download Memo PDF (13 KB)

NoteNSF IBSS Full Research Proposal

David Hachen, Omar Lizardo, et al.
Full NSF Interdisciplinary Behavioral and Social Science (IBSS) grant proposal outlining the theoretical mechanisms of network co-evolution, homophily, and digital phenotyping.

Download Proposal PDF (4.2 MB)

NoteNetSci 2013 Conference Submission Paper

David Hachen & Omar Lizardo
The Dynamics of Social Networks and Individual Attributes in a College Cohort. Conference manuscript submitted to NetSci 2013.

Download Paper PDF (4.4 MB)

NoteMulti-Channel Communication Network Analysis Summary

Lei Meng
Technical summary memo and supplement examining network similarity across five communication channels (SMS, Phone calls, Email, Facebook, and Bluetooth proximity).

Download Summary PDF (150 KB) Download Supplement PDF (1.2 MB)

NoteDynamic Ego Networks: Active Degree and Tie Turnover (\(\kappa\))

David Hachen, Omar Lizardo, et al.
Theoretical and empirical working manuscript developing the mathematical framework separating “effective” (retained) vs. “active” (momentary) vertex degree and defining the dynamic tie churn parameter (\(\kappa\)).

Download Draft PDF (582 KB)


1.4 Demographic Survey Recoding Scripts

Original Stata command files (.do) documenting how raw survey response items were recoded, normalized, and combined across demographic survey waves.

Wave / Task File Name Description Download
Wave 1 (Summer 2011) Summer 2011(W1) - Demographic Syntax.do Entry demographic recodes and Big Five scale scoring Download .do
Wave 2 (Winter 2012) Winter 2012(W2) - Demographic Syntax.do Freshman winter survey variable harmonization Download .do
Wave 3 (Summer 2012) Summer 2012(W3) - Demographic Syntax.do End-of-year freshman recodes Download .do
Wave 4 (Fall 2012) Fall 2012(W4) - Demographic Syntax.do Sophomore fall survey recodes Download .do
Wave 5 (Winter 2013) Winter 2013(W5) - Demographic Syntax.do Sophomore winter survey recodes Download .do
Wave 6 (Summer 2013) Summer 2013(W6) - Demographic Syntax.do End-of-sophomore survey recodes Download .do
Longitudinal Merge Merging Demographic Surveys Syntax.do Syntax joining all six survey rounds into the master panel Download .do