Przemyslaw A. Grabowicz

This webpage is obsolete. Please visit my new webpage: https://przemyslslaw.github.io


Hello, World! I am a Research Assistant Professor at the College of Information and Computer Sciences of UMass in Amherst. 

My research contributes statistical methods to understand and augment social intelligence in the systems of our information society. The ambition of my research is to develop a mathematical understanding of fundamental social processes and to design fair and efficient social computing systems.
 

Email: przemyslslaw (a google mail account)
Work phone: +49 681 9303-8626



Publications:

  • A. Mishra, N. Perello, P.A. Grabowicz
    Towards Fair and Explainable Supervised Learning,
    ICML Workshop on Socially Responsible Machine Learning, 2021, pdf

  • T.E. Boult, P.A. Grabowicz, D.S. Prijatelj, R. Stern, L. Holder, J. Alspector, M. Jafarzadeh, T. Ahmad, AR Dhamija, C. Li, S. Cruz, A. Shrivastava, C. Vondrick, W.J. Scheirer
    Towards a Unifying Framework for Formal Theories of Novelty,
    AAAI, 2021, pdf

  • P.A. Grabowicz, N. Perello, K. Takatsu
    Resilience of Supervised Learning Algorithms to Discriminatory Data Perturbations,
    2021, arxiv

  • P.A. Grabowicz, F. Romero-Ferrero, T. Lins, F. Benevenuto, K.P. Gummadi, G.G. de Polavieja
    Bayesian Social Influence in the Online Realm,
    2020, arxiv

  • D. Ifeoluwa Adelani, R. Kobayashi, I. Weber, P.A. Grabowicz
    Estimating community feedback effect on topic choice in social media with predictive modeling,
    EPJ Data Science, 2020, epj, code

  • Z. Wang, S. Hale, D. Ifeoluwa Adelani, P.A. Grabowicz, T. Hartman, F. Flöck, D. Jurgens
    • Demographic Inference and Representative Population Estimates from Multilingual Social Media Data,
    WWW, 2019, arxiv, code & data, (best poster presentation award, long paper)

  • J. Proskurnia, P.A. Grabowicz, R. Kobayashi, C. Castillo, P. Cudre-Mauroux, K. Aberer,
    Predicting the Success of Online Petitions Leveraging Multidimensional Time-Series,
    WWW'17, 2017, pdf, data

  • P.A. Grabowicz, N. Ganguly, K.P. Gummadi
    Distinguishing between Topical and Non-topical Information Diffusion Mechanisms in Social Media
    AAAI ICWSM'16, 2016,     arxiv, data

  • P.A. Grabowicz, M. Babaei, J. Kulshrestha, I. Weber
    The Road to Popularity: the Dilution of Growing Audience on Twitter
    AAAI ICWSM'16, 2016    , arxiv, data

  • C.A. Davis et al.
    OSoMe: The IUNI observatory on social media
    PeerJ Computer Science 2:e87, 2016, peerj

  • M. Babaei†, P.A. Grabowicz†, I. Valera, K.P. Gummadi, M. Gomez-Rodriguez
    On the Efficiency of the Information Networks in Social Media
    ACM WSDM'16, 2016, pdf

  • P.A. Grabowicz, N. Ganguly, K.P. Gummadi
    Microscopic Description and Prediction of Information Diffusion in Social Media: Quantifying the Impact of Topical Interests
    WWW'15 Companion, 2015, pdf, data

  • M. Babaei, P.A. Grabowicz, I. Valera, M. Gomez-Rodriguez
    On the Users’ Efficiency in the Twitter Information Network
    AAAI ICWSM'15, 2015, pdf

  • P.A. Grabowicz,  L.M. Aiello, F. Menczer
    Fast filtering and animation of large dynamic networks
    EPJ Data Science, 3(1), 27, 2014, epj    , code, data

  • D. Martin-Borregon, L. Aiello, P.A. Grabowicz, A. Jaimes, R. Baeza-Yates
    Characterization of online groups along space, time, and social dimensions
    EPJ Data Science, 3(1), 8, 2014, epj

  • P.A. Grabowicz, J.J. Ramasco, B. Goncalves, V.M. Eguiluz
    Entangling mobility and interactions in social media
    PLoS ONE 9(3): e92196, 2014, plosone

  • L. Chiarandini†, P.A. Grabowicz†, M. Trevisiol, A. Jaimes
    Leveraging Browsing Patterns for Topic Discovery and Photostream Recommendation
    AAAI ICWSM'13, 2013, pdf
  • P.A. Grabowicz, L.M. Aiello, V.M. Eguiluz, A. Jaimes
    Distinguishing Topical and Social Groups Based on Common Identity and Bond Theory
    ACM WSDM'13, 2013, arxiv

  • P.A. Grabowicz, J.J. Ramasco, V.M. Eguiluz
    Dynamics in online social networks,
    In Dynamics On and Of Complex Networks, Volume 2, 2013, arxiv

  • P.A. Grabowicz, J.J. Ramasco, E. Moro, J. Pujol, V.M. Eguiluz
    Social features of online networks: the strength of intermediary ties in online social media
     PLoS ONE 7(1): e29358, 2012, plosone

  • P.A. Grabowicz, V.M. Eguiluz
    Heterogeneity shapes groups growth in social online communities
    EPL 97 28002, 2012, arxiv

  • D. Stauffer, P.A. Grabowicz, J.A. Holyst
    Opinion Dynamics with Hopfield Neural Networks
    arXiv:0712.4364v2, 2008, arxiv

†: equal contribution



Grants and prizes:

  • Project "Agendas and frames in a global pandemic: Evoluation of cross-country media coverage"

    Supplementary grant from Volkswagen Foundation for 2021-2022 (€120k)

    Przemyslaw A. Grabowicz, Scott Hale, Fabian Flöck, David Jurgens


  • Project "Current Affairs 2.0: Agenda Setting in the European Union"

    Grant from Volkswagen Foundation for Computational Social Science for 2017-2022 (€843k)

    Przemyslaw A. Grabowicz, Scott Hale, Fabian Flöck, David Jurgens

  • WICI Data Challenge main prize recipients ($10k)

    Real-time visualization of relevant portions of large dynamic networks, 2013

    Przemyslaw A. Grabowicz, Luca Maria Aiello, Fil Menczer



Press coverages:

  • El Mundo, El 'oráculo' de los bytes, 2013, elmundo.es, pdf
  • El Mundo, Los entresijos de Twitter, 2011, elmundo.es
  • Various for the Truthy project, truthy