Research

I strive to cultivate three characteristics in research: kindness, aversion for Discipline boundaries (interdisciplinary work is best), and curiosity for methods from different fields.

Below there is a list of selected publications with links. There is a more complete list on google scholar.

Data Visualization

• Can Anthropographics Promote Prosociality? A Review and Large-Sample Study
  ACM CHI 2021
  Luiz Morais, Yvonne Jansen, Nazareno Andrade, Pierre Dragicevic
  open science site

• Showing Data about People: A Design Space of Anthropographics
  IEEE Trans. on Vis, and Comp. Graph, 2020
  Luiz Morais, Yvonne Jansen, Nazareno Andrade, Pierre Dragicevic
  open science site, catalog of visualizations

• Defamiliarization, Representation Granularity, and User Experience: A Qualitative Study with Two Situated Visualizations
  PacificVis 2019
  Luiz Morais, Nazareno Andrade, Dandara Sousa, Lesandro Ponciano.

Music Information Retrieval

• Measuring disruption in song similarity networks
  ISMIR 2021
  Felipe V Falcão, Nazareno Andrade, Flavio Figueiredo, Diego Furtado Silva, Fabio Morais

• Quantifying Disruptive Influence in the AllMusic Guide
  ISMIR 2019
  Flavio Figueiredo, Nazareno Andrade
  code and data

• Mining Online Music Listening Trajectories
  ISMIR 2016
  Flavio Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Nazareno Andrade, Christos Faloutsos
  code and data

• Exploring the Latent Structure of Collaborations in Music Recordings: A Case Study in Jazz
  ISMIR 2016
  Nazareno Andrade, Flavio Figueiredo
  code and data

• Evaluating Conflict Management Mechanisms for Online Social Jukeboxes
  ISMIR 2015
  Felipe Vieira, Nazareno Andrade:

Social computing

• RecSys 2020 Challenge Workshop: Engagement Prediction on Twitter’s Home Timeline
  RecSys 2020
  Looong list of authors :)

• The Exchange in StackExchange: Divergences between Stack Overflow and its Culturally Diverse Participants
  CSCW 2018
  Nigini Oliveira, Michael J. Muller, Nazareno Andrade, Katharina Reinecke

• Participation Differences in Q&A Sites Across Countries: Opportunities for Cultural Adaptation
  NordiCHI 2016
  Nigini Oliveira, Nazareno Andrade, Katharina Reinecke

• Contributor profiles, their dynamics, and their importance in five q&a sites
  CSCW 2013
  Adabriand Furtado, Nazareno Andrade, Nigini Oliveira, Francisco Vilar Brasileiro

Civic tech

• Fairness in Risk Estimation of Brazilian Public Contracts
  KDMile 2019
  Órion Lima, Nazareno Andrade

• Estimating Inefficiency in Bus Trip Choices From a User Perspective With Schedule, Positioning, and Ticketing Data
  IEEE Trans. Intell. Transp. Syst. 2018
  Tarciso Braz, Matheus Maciel, Demetrio Gomes Mestre, Nazareno Andrade, Carlos Eduardo S. Pires, Andreza Queiroz, Veruska Santos

• Multiple Images of the City: Unveiling Group-Specific Urban Perceptions through a Crowdsourcing Game
  ACM Conference on Hypertext - HT 2017
  David Candeia, Flavio Figueiredo, Nazareno Andrade, Daniele Quercia