91 citations · 95 across the 6 of their papers we have counts for
6 papers
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting
Iman Munire Bilal, Zheng Fang, Miguel Arana-Catania +6
As academic literature proliferates, traditional review methods are increasingly challenged by the sheer volume and diversity of available research. This article presents a study t…
SyROCCo: Enhancing Systematic Reviews using Machine Learning
Zheng Fang, Miguel Arana-Catania, Felix-Anselm van Lier +5
The sheer number of research outputs published every year makes systematic reviewing increasingly time- and resource-intensive. This paper explores the use of machine learning tech…
Supporting peace negotiations in the Yemen war through machine learning
M. Arana-Catania, F. A. Van Lier, Rob Procter
Today's conflicts are becoming increasingly complex, fluid and fragmented, often involving a host of national and international actors with multiple and often divergent interests.…
Evaluating the application of NLP tools in mainstream participatory budgeting processes in Scotland
Jonathan Davies, Miguel Arana-Catania, Rob Procter +2
In recent years participatory budgeting (PB) in Scotland has grown from a handful of community-led processes to a movement supported by local and national government. This is epito…
Machine Learning for Mediation in Armed Conflicts
M. Arana-Catania, F. A. Van Lier, Rob Procter
Today's conflicts are becoming increasingly complex, fluid and fragmented, often involving a host of national and international actors with multiple and often divergent interests.…
Citizen Participation and Machine Learning for a Better Democracy
M. Arana-Catania, F. A. Van Lier, Rob Procter +4
The development of democratic systems is a crucial task as confirmed by its selection as one of the Millennium Sustainable Development Goals by the United Nations. In this article,…