Envisioning a Human-AI collaborative system to transform policies into decision models
- 2022
- arXiv
Bio
I am a Research Software Engineer working as part of the Interactive AI group in IBM Research Europe. I have a BA in Communication Studies and an MSc in Multimedia from Dublin City University, and an MSc in Computer Science from University College Dublin.
I have worked as a web and software developer since 2006. During my time in IBM Research I have worked with the AI for Health and Social Care team and Interactive AI Research Group. I also spent several years working in IBM Software Group on the Intelligent Operations Center line of products for smarter cities.
Publications
Assessing Users' Ability To Modify And Communicate Ai Models' Decision Boundaries Via A Low-code, Rules-based Approach
- 2022
- INFORMS 2022
Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data
- 2021
- MedInfo 2021
Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations
- Daricia Wilkinson
- Öznur Alkan
- et al.
- 2021
- ACM TOIS
Towards protecting vital healthcare programs by extracting actionable knowledge from policy
- Vanessa Lopez
- Nagesh Yadav
- et al.
- 2021
- ACL-IJCNLP 2021
IRF: A Framework for Enabling Users to Interact with Recommenders through Dialogue
- Oznur Alkan
- Massimiliano Benedetti
- et al.
- 2020
- CSCW 2020
IRF: Interactive recommendation through dialogue
- Öznur Alkan
- Massimiliano Mattetti
- et al.
- 2019
- RecSys 2019
Opportunity Team Builder for Sales Teams
- Oznur Alkan
- Elizabeth Daly
- et al.
- 2018
- IUI 2018
Patents
Linking Actions To Machine Learning Prediction Explanations
- 08 May 2023
- US
- 11645575
Intelligent Automation Of Self Service Product Identification And Delivery
- 28 Nov 2022
- US
- 11514458
Chat Management To Address Queries
- 29 Aug 2022
- US
- 11429652
Intelligent Opportunity Recommendation
- 04 Apr 2022
- US
- 11295251
Intelligent Dialog Re-elicitation Of Information
- 14 Mar 2022
- US
- 11275902
Projects
AIMEE
AI model explorer and editor tool.
Top collaborators
ED
Elizabeth Daly
STSM, Master Inventor, Research Manager, Interactive AI Group
GP
Gabriele Picco
Research Engineer
MS
Marco Sbodio
Senior Research Scientist
TH
Lam Hoang
Research Staff Member, data mining