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Authors: Raquel Paiva ; Wendy Cataldo ; Ana Garcia and Carlos Eduardo R. de Mello

Affiliation: Centro de Ciências Exatas e Tecnologia, Universidade Federal do Estado do Rio de Janeiro, Rio de Janeiro, Brazil

Keyword(s): Digital Discrimination Detection, Ridesharing Service, Ontology, Machine Learning.

Abstract: The urban transport sector has been significantly transformed by technology. However, the adoption of these applications has also brought to light important social issues, including the cancellation of rides due to bias. The objective of this work is to analyze digital discrimination in light of a complex system and address it through the analysis of crowd data, which can guide mechanisms to dissuade discrimination in digital services. Our main motivation is to answer the following research questions: RQ1: Is there evidence of digital discrimination in the ridesharing services of Rio de Janeiro city? RQ2: Is it possible to identify the factors that lead to discrimination? RQ3: What are the key concepts regarding Digital Discrimination detection in a ridesharing service? RQ4: Could Machine Learning techniques accurately identify discrimination and their key variables that can be used in actions to mitigate this behavior?

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Paper citation in several formats:
Paiva, R.; Cataldo, W.; Garcia, A. and Eduardo R. de Mello, C. (2024). Digital Discrimination Detection in Ridesharing Services in Rio de Janeiro City. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-680-4; ISSN 2184-433X, SciTePress, pages 1205-1212. DOI: 10.5220/0012455800003636

@conference{icaart24,
author={Raquel Paiva. and Wendy Cataldo. and Ana Garcia. and Carlos {Eduardo R. de Mello}.},
title={Digital Discrimination Detection in Ridesharing Services in Rio de Janeiro City},
booktitle={Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2024},
pages={1205-1212},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012455800003636},
isbn={978-989-758-680-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Digital Discrimination Detection in Ridesharing Services in Rio de Janeiro City
SN - 978-989-758-680-4
IS - 2184-433X
AU - Paiva, R.
AU - Cataldo, W.
AU - Garcia, A.
AU - Eduardo R. de Mello, C.
PY - 2024
SP - 1205
EP - 1212
DO - 10.5220/0012455800003636
PB - SciTePress

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