Lia C Bozarth

6th Year PhD Candidate at University of Michigan, School of Information (UMSI)

RESEARCH INTEREST

I'm broadly interested in data science for social good, and I'm particularly interested in researching complex sociotechnological systems with vast user-generated content. Thus far, I have published numerous manuscripts in the field of misinformation and online political communications. My projects rely on extensive social media datasets and a diverse range of computational methods including natural language processing (topic modeling, word2vec, entity extraction, NLTK, BERT), network analysis (centrality, network cascade, network inference, motifs), machine learning (scikit-learn, Tensorflow), and statistical analysis. My PI is Ceren Budak.

Email: lbozarth AT umich DOT edu
Social Media:

SHORT BIO

I grew up in the West Coast, and earned my bachelors in Computer Science from the University of Washington, Seattle. I then worked at Amazon and Google as a full stack software engineer for a few years. I'm currently a 6th year doctoral candidate at the University of Michigan, School of Information.

Outside of work, I enjoy basketball, badminton, running, weight lifting, horror films, Dungeons and Dragons with my close friends, and teaching my pets new tricks. I have also solo backpacked in Asia and Europe for half a year, and contemplated being a wandering comedian for a time.

PUBLICATIONS

Misinformation Papers

  1. Lia Bozarth, Ceren Budak, "Market Forces: Quantifying the Role of Top Credible Ad Servers in the Fake News Ecosystem", in proceedings, ICWSM (2021) Download

  2. Lia Bozarth, Ceren Budak, "An Analysis of the Partnership between Retailers and Low-credibility News Publishers", in proceedings, JQD:DM (2021) Download

  3. Robert Bond, Lia Bozarth, Ceren Budak, Kelly Garrett, Jason Jones, Drew Margolin, "The Case for Studying Obscure Falsehoods", Harvard Kennedy School Misinformation Review (2021)

  4. Lia Bozarth, Ceren Budak, "Toward a Better Performance Evaluation Framework for Fake News Classification", in proceedings, ICWSM(2020).Download

  5. Lia Bozarth, Aparajita Saraf, Ceren Budak, "Higher Ground? How Groundtruth Labeling Impacts Our Understanding of Fake News about the 2016 U.S. Presidential Nominees", in proceedings, ICWSM (2020). Download

Political Actors on Social Media Papers

  1. Lia Bozarth, Ceren Budak, "Beyond the Eye-Catchers: a Large-Scale Study of Social Movement Organizations' Involvement in Online Protests", in proceedings, New Media & Society (2020). Download

  2. Lia Bozarth, Anmol Panda, Joyojeet Pal, "From Greetings to Corruption: Politicians, Political Parties, and Tweeting in India", in proceedings, ICTD (2020) Download

  3. Lia Bozarth, Joyojeet Pal, "Twitter Discourse as a Lens into Politicians' Interest in Technology and Development", in proceedings, ICTDX (2018). Download

  4. Lia Bozarth, Ceren Budak, "Is Slacktivism Underrated? Measuring the Value of Slacktivists for Online Social Movements", in proceedings, ICWSM (2017). Download

MANUSCRIPTS UNDER REVIEW

  1. Lia Bozarth, Ceren Budak, "Keyword Expansion Techniques for Mining Social Movement Data on Social Media", submitted to EPJ Data Science

  2. Chris Quarles, Lia Bozarth “How the Term 'White Privilege' Affects Online Communication", submitted to PLOS One

  3. Ceren Budak, Robert Bond, Lia Bozarth, Kelly Garrett, Jason Jones, Drew Margolin, “Bursts of Co-publication Among High and Low Credibility Online News Publishers Observed on Facebook”, submitted to Science Advances

AWARDS

Best Poster Award: Lia Bozarth, Ceren Budak, "Profit for You and Me: Exploring Ad Servers on Fake News Sites", for the category "Most Likely to Make a Societal Impact", MIDAS Data Symposium (2019) Award Link

Best Poster Award Honorable Mention: Lia Bozarth, Ceren Budak, “A Large-scale Study of Social Movement Organizations (SMOs) in Online Movements”,, MIDAS TweetCon (2019)

IN THE PRESS

Joyojeet Pal, Lia Bozarth, "How Modi lost his mojo and Rahul roared to life on Twitter", Quartz (2018). Article Link

Joyojeet Pal, Lia Bozarth, "Is Tweeting in Indian Languages Helping Politicians Widen Their Reach?", Economic and Political Weekly (2018). Download

ACADEMIC SERVICES

Graduate Student Instructor (GSI) at the University of Michigan for the following courses: Data Mining I, Data Mining II, Information Architecture, Fundamentals of Human Behavior, and Information Analytics Project.

Reviewer for the following venues: ICWSM, CSCW, New Media & Society, and WWW.

Coordinator for the Computational Social Science Methods (CSSM) Reading Group at UMSI.

Facilitator (Organizer) for UMSI's LGBTQ student group.

Student representative within the Student Life and Academic Affairs subcommittees in Rackham Student Government at the University level.