I am interested in the quantitative analysis of data related to the human experience. Here are the projects I'm currently involved in:
Understanding the structure of narratives through quantitative approaches
Lived Experiences Measured Using Rings Study (LEMURS)
• M.I. Fudolig, T. Alshaabi, K. Cramer, C.M. Danforth, and P.S. Dodds. “Characterizing narrative time in books through fluctuations in power and danger arcs,” https://arxiv.org/abs/2208.09496 (under review) (2022).
Also presented at IC2S2 2022 (Chicago, US) and CCS 2022 (Palma de Mallorca, Spain)
• M.I. Fudolig, T. Alshaabi, M.V. Arnold, C.M. Danforth, and P.S. Dodds. “Sentiment and structure in word co-occurrence networks on Twitter”, Applied Network Science 7, 9 (2022). https://doi.org/10.1007/s41109-022-00446-2
Also presented at NERCCS 2022 (online), NetSci 2022 (online), and CCS 2022 (Palma de Mallorca, Spain)
• T. Alshaabi, C. van Oort, M.I. Fudolig, M.V. Arnold, and C.M. Danforth, P.S. Dodds, “Augmenting Semantic Lexicons Using Word Embeddings and Transfer Learning,” Frontiers in Artificial Intelligence, 4:783778 (2022). https://doi.org/10.3389/frai.2021.783778
• K. Linnell, M.I. Fudolig, A. Schwartz, T.H. Ricketts, J.P.M. O’Neil-Dunne, P.S. Dodds, C.M. Danforth, “Spatial changes in park visitation at the onset of the pandemic,” PLOS Glob Public Health 2(9): e0000766 (2022). https://doi.org/10.1371/journal.pgph.0000766
• P. S. Dodds, T. Alshaabi, M. I. Fudolig, J. W. Zimmerman, J. Lovato, S. Beaulieu, J. R. Minot, M. V. Arnold, A. J. Reagan, C. M. Danforth, “Ousiometrics and Telegnomics: The essence of meaning conforms to a two-dimensional powerful-weak and dangerous-safe framework with diverse corpora presenting a safety bias”, https://arxiv.org/abs/2110.06847 (under review) (2021).
• M.I. Fudolig, D. Monsivais, K. Bhattacharya, H.H. Jo, K. Kaski, “Internal migration and mobile communication patterns among pairs with strong ties”, EPJ Data Science 10, 16 (2021). https://doi.org/10.1140/epjds/s13688-021-00272-z
Also presented at MIMODE 2022 (Palma de Mallorca, Spain)
• M.I. Fudolig, K. Bhattacharya, D. Monsivais, H.H. Jo, K. Kaski, “Link-centric analysis of variation by demographics in mobile phone communication patterns.” PLoS ONE 15(1): e0227037 (2020). https://doi.org/10.1371/journal.pone.0227037
• M.I. Fudolig, D. Monsivais, K. Bhattacharya, H.H. Jo, K. Kaski, “Different patterns of social closeness observed in mobile phone communication”, J Comput Soc Sc 3, (2020). https://doi.org/10.1007/s42001-019-00054-8
• M.I. Fudolig, J.P. Esguerra, “Analytic treatment of consensus achievement in the single-type zealotry voter model”, Physica A 413, (2014). https://doi.org/10.1016/j.physa.2014.07.033
• M.I. Fudolig, T. Hiraoka, H.H. Jo, “Burstiness and hierarchy in tonal classical music,” ISMIR 2021 Late-breaking demo, online.
• M.I. Fudolig, T. Hiraoka, H.H. Jo, “A temporal network framework for music theory,” NetSci-X 2020, Tokyo, Japan. Also won the Best Poster Award.
• M.I. Fudolig, J.P. Esguerra, “Tolerance and opinion dynamics,” 2012 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, C.P. Monterola, “Emergence of communities in an Erdos-Renyi network,” 2011 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, J.P. Esguerra, “Network effects on allocating continually depleted resources,” 2011 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, J.P. Esguerra, “Impact of differential fertility on per capita income and birth control policies,” 2009 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, “Directing Light into a Multi-storey Farm: A Concept Paper”, 2008 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, G.A. Esleta, M. Pastor, “Modeling Competition Between Restaurants: Effects of Actual and Perceived Food Quality and Seating Capacity”, 2008 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, J.P. Esguerra, “A model of code-switching and borrowing in bilingual communities,” 2007 Samahang Pisika ng Pilipinas Physics Congress
• M.I. Fudolig, J.P. Esguerra, “Modeling the survival of minority languages”, 2006 Samahang Pisika ng Pilipinas Physics Congress