Publications


The list of publications below can be outdated due to short deadlines and pressure to produce more papers. Because of that, check also my ResearchGate (for English) and my Lattes (for Portuguese).


Conferences

  1. Araújo, E.F.M., Ebbelaar, D. Detecting Dutch political tweets: a classifier based on voting system using supervised learning. ICAART 2018.
  2. Araújo, Eric F.M., Bojan Simoski and Michel KleinApplying machine learning algorithms for deriving personality traits in social network. The 33rd ACM Symposium On Applied Computing, 2018.
  3. Araújo, Eric F.M., Bojan Simoski, Thabo van Woudenberg, Kirsten Bevelander, Crystal Smit, Laura Buijs, Michel Klein and Moniek Buijzen. 

    Using Simulations for Exploring Interventions in Social Networks: Modeling physical activity behaviour in Dutch school classes. 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. SIMULTECH 2018.

2018


    2017

    Conferences

    1. Mollee J.S., Araújo E.F.M., Klein M.C.A. (2017) Exploring Parameter Tuning for Analysis and Optimization of a Computational Model. In: Benferhat S., Tabia K., Ali M. (eds) Advances in Artificial Intelligence: From Theory to Practice. IEA/AIE 2017. Lecture Notes in Computer Science, vol 10351. Springer, Cham
    2. Mollee, Julia S., Eric FM Araújo, Adnan Manzoor, Aart T. van Halteren, and Michel CA Klein. "Explaining Changes in Physical Activity Through a Computational Model of Social Contagion." In Workshop on Complex Networks CompleNet, pp. 213-223. Springer, Cham, 2017.
    3. ★de Mello Araújo, Eric Fernandes, Annelore Franke, and Rukshar Wagid Hosain. "A Temporal-Causal Model for Spread of Messages in Disasters." In Conference on Computational Collective Intelligence Technologies and Applications, pp. 386-397. Springer, Cham, 2017. <Nominated for Best Regular Paper Award>
    4. Araújo, E.F.M., Klein, M.C.A. (2017) A Computational Cognitive Model for Political Positioning and Reactions in Web Media. In book: Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing, Edition: IEEE Computer Society Catalog Number CFP17312-CDR, Chapter: A Computational Cognitive Model for Political Positioning and Reactions in Web Media, Publisher: IEEE, Editors: Newton Howard, Yingxu Wang, Amir Hussain, Freddie Hamdy, Bernard Widrow, Lotfi A. Zadeh, pp.412-422

    2016

    Conferences

    1. de Mello Araújo, Eric Fernandes, Michel Klein, and Aart van Halteren. "Social Connection Dynamics in a Health Promotion Network." In International Workshop on Complex Networks and their Applications, pp. 773-784. Springer International Publishing, 2016.
    2. Manzoor, A., Julia S. Mollee, E. F. M. Araújo, Aart Tijmen Van Halteren, and Michel CA Klein. "Online sharing of physical activity: does it accelerate the impact of a health promotion program?." In Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom)(BDCloud-SocialCom-SustainCom), 2016 IEEE International Conferences on, pp. 201-208. IEEE, 2016.
    3. de Mello Araújo, Eric Fernandes, and Jan Treur. "Analysis and Refinement of a Temporal-Causal Network Model for Absorption of Emotions." In International Conference on Computational Collective Intelligence, pp. 27-39. Springer International Publishing, 2016.

    2015

    Conferences

    1. Araújo, Eric FM, Anita VTT Tran, Julia S. Mollee, and Michel CA Klein. "Analysis and evaluation of social contagion of physical activity in a group of young adults." In Proceedings of the ASE BigData & SocialInformatics 2015, p. 31. ACM, 2015.