Publications

Designing Staged Evaluation Workflows for LLMs: Integrating Domain Experts, Lay Users, and Model-Generated Evaluation Criteria
Annalisa Szymanski, Simret Araya Gebreegziabher, Oghenemaro Anuyah, Ronald A Metoyer, & Toby Jia-Jun Li
In: Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '26), Barcelona, Spain, USA.
(Download)

Exploring Cross-Cultural Perspectives on AI Education: Insights from Teachers in Nigeria and the USA
Cornelius O Adejoro, Oghenemaro Anuyah, Ali Raza, Karla Badillo-Urquiola, & Tom Yeh
In: Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence (Vol. 40, No. 47, pp. 40537-40545).
(Download)

Key Considerations for Domain Expert Involvement in LLM Design and Evaluation: An Ethnographic Study
Annalisa Szymanski, Oghenemaro Anuyah, Toby Jia-Jun Li, & Ronald A Metoyer
In: Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI '26).
(Download)

We aren't very sophisticated: An Ethnographic Study of Knowledge Management in Community Social Services
Oghenemaro Anuyah, Karla Badillo-Urquiola, & Ronald Metoyer
In: Proceedings of the ACM on Human-Computer Interaction (Vol. 9, No. 7, Article CSCW350).
(Download)

Online safety for all: Sociocultural insights from a systematic review of youth online safety in the global south
Ozioma Collins Oguine, Oghenemaro Anuyah, Zainab Agha, Iris Melgarez, Adriana Alvarado Garcia, & Karla Badillo-Urquiola
In: Proceedings of the ACM on Human-Computer Interaction (Vol. 9, No. 7, Article CSCW458).
(Download)

Integrating Expertise in LLMs: Crafting a Customized Nutrition Assistant with Refined Template Instructions
Annalisa Szymanski, Brianna Wimer, Oghenemaro Anuyah, Heather A. Eicher-Miller, & Ronald Metoyer
In: Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), Honolulu, Hawaii, USA.
(Download)

Cultural Considerations in AI Systems for the Global South: A Systematic Review
Oghenemaro Anuyah, Ruyuan Wan, Cornelius Adejoro, Tom Yeh, Ronald Metoyer, & Karla Badillo-Urquiola
In: Proceedings of the 4th African Human Computer Interaction Conference (AfriCHI '23), East London, South Africa.
(Download)

Exploring the Barriers and Potential Opportunities of Technology Integration in Community-based Social Service Organizations
Oghenemaro Anuyah, Ann-Marie Conrado, Clinton Carlson, Hope Gilbride, & Ronald Metoyer
In: ACM Journal on Computing and Sustainable Societies, Volume 1, Issue 1, Article No. 7, pp 1–28.
(Download)

Characterizing the Technology Needs of Vulnerable Populations for Participation in Research and Design by Adopting Maslow’s Hierarchy of Needs
Oghenemaro Anuyah, Karla Badillo-Urquiola & Ronald Metoyer
In: Proceedings of the 2023 CHI Conference on Human Factors in Computing System (CHI ’23), Hamburg, Germany.
(Download)

Generating and Visualizing Trace Link Explanations
Yalin Liu, Jinfeng Lin, Oghenemaro Anuyah, Ronald Metoyer, & Jane Cleland-Huang
In: Proceedings of the 44th International Conference on Software Engineering (ICSE '22), Pittsburgh, USA.
(Download)

A Ranking Strategy to Promote Resources Supporting the Classroom Environment
Ashlee Milton, Oghenemaro Anuyah, Lawrence Spear, Katherine Landau Wright, & Maria Soledad Pera
In: IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT '20), Melbourne, Australia.
(Download)

Query Formulation Assistance for Kids: What is Available, When to Help & What Kids Want
Jerry Alan Fails, Maria Soledad Pera, Oghenemaro Anuyah, Casey Kennington, Katherine Landau Wright, & William Bigirimana
In: Proceedings of the 18th ACM international conference on interaction design and children (IDC '19), Boise, Idaho.
(Download)

All the cool kids, how do they fit in?: Popularity and demographic biases in recommender evaluation and effectiveness
Michael D. Ekstrand, Mucun Tian, Ion Madrazo Azpiazu, Jennifer D. Ekstrand, Oghenemaro Anuyah, David McNeill, & Maria Soledad Pera
In: Conference on fairness, accountability and transparency (FaT* '18 - Now FaaCT), New York, USA.
(Download)

Teaching AI by Hand in Underserved Contexts: Framework and Insights from Nigerian Educators
Cornelius Adejoro, Oghenemaro Anuyah, Aderonke Sakpere, Ukamaka Ani, Tijani Enesi Ibrahim, & Tom Yeh
In: Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26), Barcelona, Spain.
(Download)

Exploring Knowledge Sharing and Community of Practice Development: A Stakeholders Analysis of Social Service Organizations in a Midwestern Underserved Community
Oghenemaro Anuyah, Karla Badillo-Urquiola, & Ronald Metoyer
In: Companion Proceedings of the 2025 ACM International Conference on Supporting Group Work (GROUP '25), South Carolina, USA.
(Download)

Examining Mainstream News Media Narratives on Youth Online Safety
Ozioma Collins Oguine, Oghenemaro Anuyah, Emelia May Hughes, & Karla Badillo-Urquiola
In: Companion Proceedings of the 2024 ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW '24), San José, Costa Rica.
(Download)

Strengthening Communities: Towards AI-Empowered Knowledge Management for Community Social Services
Oghenemaro Anuyah
In: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI '24), Honolulu, Hawaii.
(Download)

Engaging the Discourse of Empowerment for Marginalized Communities Through Research and Design Participation
Oghenemaro Anuyah, Karla Badillo-Urquiola, & Ronald Metoyer
In: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23), Hamburg, Germany.
(Download)

Design Decision Framework for AI Explanations
Oghenemaro Anuyah, Williams Fine, & Ronald Metoyer
In: Mench and Computer 2021 Workshop on User-Centered Artificial Intelligence (UCAI '21), Ingolstadt, Germany.
(Download)