Crime, inequality and public health: a survey of emerging trends in urban data science

M Luca, GM Campedelli, S Centellegher… - Frontiers in Big …, 2023 - frontiersin.org
Urban agglomerations are constantly and rapidly evolving ecosystems, with globalization
and increasing urbanization posing new challenges in sustainable urban development well …

Understanding the functional form of the relationship between childhood cognitive ability and adult financial well-being

J Gladstone, JAM Barrett - Plos one, 2023 - journals.plos.org
The increasing complexity of the modern financial landscape presents significant challenges
for individuals' financial well-being. In this study, we aim to investigate the relationship …

Explainable AI for psychological profiling from behavioral data: An application to big five personality predictions from financial transaction records

Y Ramon, RA Farrokhnia, SC Matz, D Martens - Information, 2021 - mdpi.com
Every step we take in the digital world leaves behind a record of our behavior; a digital
footprint. Research has suggested that algorithms can translate these digital footprints into …

Emotion bubbles: Emotional composition of online discourse before and after the COVID-19 outbreak

A Zhunis, G Lima, H Song, J Han, M Cha - Proceedings of the ACM Web …, 2022 - dl.acm.org
The COVID-19 pandemic has been the single most important global agenda in the past two
years. In addition to its health and economic impacts, it has affected people's psychological …

Financial technologies (FinTech) for mental health: The potential of objective financial data to better understand the relationships between financial behavior and …

J Blair, J Brozena, M Matthews, T Richardson… - Frontiers in …, 2022 - frontiersin.org
Financial stability is a key challenge for individuals with mental illnesses. Symptomatic
periods often manifest in poor financial decision-making including compulsive spending and …

When Paying Is (Even More) Painful: Personality-Based Heterogeneity in Consumption Responses to Economic Hardship

JJ Gladstone… - Social Psychological and …, 2024 - journals.sagepub.com
Economic downturns lead to declining consumer spending, but people vary considerably in
their consumption responses. We investigate an important driver of this heterogeneity …

The Double-Edged Sword of Big Data and Information Technology for the Disadvantaged: A Cautionary Tale from Open Banking

SD Kim, G Andreeva, M Rovatsos - arxiv preprint arxiv:2307.13408, 2023 - arxiv.org
This research article analyses and demonstrates the hidden implications for fairness of
seemingly neutral data coupled with powerful technology, such as machine learning (ML) …

[HTML][HTML] Innovative Credit Risk Assessment: Leveraging Social Media Data for Inclusive Credit Scoring in Indonesia's Fintech Sector

A Alamsyah, AA Hafidh, AD Mulya - Journal of Risk and Financial …, 2025 - mdpi.com
The financial technology domain has undertaken significant strides toward more inclusive
credit scoring systems by integrating alternative data sources, prompting an exploration of …

Not All Asians are the Same: A Disaggregated Approach to Identifying Anti-Asian Racism in Social Media

F Wu, S Lakhanpal, Q Li, K Lee, D Kim… - Proceedings of the …, 2024 - dl.acm.org
Recent policy initiatives have acknowledged the importance of disaggregating data
pertaining to diverse Asian ethnic communities to gain a more comprehensive …

Predicting social media users' indirect aggression through pre-trained models

Z Zhou, M Yu, X Peng, Y He - PeerJ Computer Science, 2024 - peerj.com
Indirect aggression has become a prevalent phenomenon that erodes the social media
environment. Due to the expense and the difficulty in determining objectively what …