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Machine Learning and Big Data for Social Good

2023, Interpreting Wealth Distribution via Poverty Map Inference using Multimodal Data [SDGs: 1, 3 , 11]
Lisette Espín-Noboa, János Kertész, Márton Karsai

2021, The Volume and Tone of Twitter Posts About Cannabis Use During Pregnancy [SDGs: 3]
Liam Cresswell, Lisette Espín-Noboa, Malia SQ Murphy, Serine Ramlawi, Mark C Walker, Márton Karsai, Daniel J Corsia

The Influence of Edge Formation in Machine Learning

2022, Inequality and Inequity in Network-based Ranking and Recommendation Algorithms [SDGs: 5, 10 , 16]
Lisette Espín-Noboa, Claudia Wagner, Markus Strohmaier, Fariba Karimi. 

2021, Explaining Classification Performance and Bias via Network Structure and Sampling Technique [SDGs: 5, 10 , 16]
Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner. Applied Network Science, 2021. 

2018, Towards Quantifying Sampling Bias in Network Inference
Lisette Espín-Noboa, Claudia Wagner, Fariba Karimi and Kristina Lerman. In WWW ’18 Companion: The 2018 Web Conference Companion, April 23–27, 2018, Lyon, France. ACM, New York, NY, USA, 9 pages.

Edge Formation

2019, HopRank: How Semantic Structure Influences Teleportation in PageRank (A case study on BioPortal)
Lisette Espín-Noboa, Florian Lemmerich, Simon Walk, Markus Strohmaier and Mark A. Musen. In TheWebConf'19 Companion: The 2019 Web Conference Companion, May 13–17, 2019, San Francisco, CA, USA.

2017, JANUS: A Hypothesis-driven Bayesian Approach for Understanding Edge Formation in Attributed Multigraphs
Lisette Espín-Noboa, Florian Lemmerich, Markus Strohmaier and Philipp Singer. Applied Network Science, 2017.

2017, How Users Explore Ontologies on the Web: A Study of NCBO's BioPortal Usage Logs
Simon Walk, Lisette Espín-Noboa, Denis Helic, Markus Strohmaier and Mark A. Musen. In Proceedings of 26th International World Wide Web Conference WWW'17.
[pdf, arxiv] @ WWW

2016, Discovering and Characterizing Mobility Patterns in Urban Spaces: A Study of Manhattan Taxi Data
Lisette Espín-Noboa, Florian Lemmerich, Philipp Singer and Markus Strohmaier. In Proceedings of the 25th International Conference Companion on World Wide Web (pp. 537-542). International World Wide Web Conferences Steering Committee (WWW). Montreal, Canada, 2016 Apr 11.
[pdf] [slides] @ LocWeb - WWW

2015, Understanding How Users Edit Ontologies: Comparing Hypotheses About Four Real-World Projects
Simon Walk, Philipp Singer, Lisette Espín-Noboa, Tania Tudorache, Mark A. Musen and Markus Strohmaier. In The Semantic Web (pp. 551-568). Springer International Publishing (ISWC). Betlehem, Pennsylvania, USA, 2015 Oct 11.
[pdf] @ ISWC

NLP for Social Media

2015, Characterizing Information Diets of Social Media Users
Juhi Kulshrestha, Muhammad Bilal Zafar, Lisette Espín-Noboa , Krishna P. Gummadi, Saptarshi Ghosh. In Ninth International AAAI Conference on Web and Social Media (ICWSM). Oxford, UK, 2015 Apr 21.
[pdf]  @ ICWSM