Making AI explainable in the global south: A systematic review

CT Okolo, N Dell, A Vashistha - Proceedings of the 5th ACM SIGCAS …, 2022 - dl.acm.org
Artificial intelligence (AI) and machine learning (ML) are quickly becoming pervasive in ways
that impact the lives of all humans across the globe. In an effort to make otherwise” black …

The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions

JJ Ferreira, M Monteiro - arXiv preprint arXiv:2102.05460, 2021 - arxiv.org
The explanation dimension of Artificial Intelligence (AI) based system has been a hot topic
for the past years. Different communities have raised concerns about the increasing …

A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Mode

J Ye, W Zhang, K Yi, Y Yu, Z Li, J Li, F Tsung - arXiv preprint arXiv …, 2024 - arxiv.org
Time series data are ubiquitous across various domains, making time series analysis
critically important. Traditional time series models are task-specific, featuring singular …

Towards Actionable Data Science: Domain Experts as End-Users of Data Science Systems

JY Jung, T Steinberger, C So - Computer Supported Cooperative Work …, 2024 - Springer
As a wider range of organizations explore using data science systems, data science
research has given growing attention to the role of domain experts. Most of this research still …

Designer-user communication for XAI: An epistemological approach to discuss XAI design

JJ Ferreira, M Monteiro - arXiv preprint arXiv:2105.07804, 2021 - arxiv.org
Artificial Intelligence is becoming part of any technology we use nowadays. If the AI informs
people's decisions, the explanation about AI's outcomes, results, and behavior becomes a …

AI Explainability in the Global South: Towards an Inclusive Praxis for Emerging Technology Users

CT Okolo - 2023 - search.proquest.com
As researchers and technology companies rush to develop artificial intelligence (AI)
applications that aid the health of marginalized communities, it is critical to consider the …

Explainable AI: A Diverse Stakeholder Perspective

KM Habibullah - 2024 IEEE 32nd International Requirements …, 2024 - ieeexplore.ieee.org
Artificial Intelligence (AI) is increasingly integral for doing classification and prediction tasks
across various fields, including healthcare, legal systems, autonomous vehicles, and …

[PDF][PDF] A Domain Specific Modeling Language Framework (DSL) for Representative Medical Prescription by using Generic Modeling Environment (GME)

L Dalla, AMA El-sseid, TM Alarbi, M Ahmad - 2020 - researchgate.net
This paper introduces and propose a domain specific modeling language for representing
medical Prescription. the flow of the Prescription between different users and different parts …

What does it cost to deploy an XAI system: A case study in legacy systems

S Höhn, N Faradouris - … , Transparent Autonomous Agents and Multi-Agent …, 2021 - Springer
Abstract Enterprise Resource Planning (ERP) software is used by businesses and extended
via customisation. Automated custom code analysis and migration is a critical issue at ERP …

Digital technologies, power and control: A review of how organisations can empower individuals and communities to develop trust, uphold their privacy and curate …

B Evans, L Frumkin, K Coopamootoo, V Jesus, S Little - 2022 - oro.open.ac.uk
This document brings together a range of disparate and relational paradigms, raising
awareness about how power asymmetries between individuals, communities and …