4 papers
NLDS-QL: From natural language data science questions to queries on graphs: analysing patients conditions & treatments
Genoveva Vargas-Solar, Karim Dao, Mirian Halfeld Ferrari Alves
This paper introduces NLDS-QL, a translator of data science questions expressed in natural language (NL) into data science queries on graph databases. Our translator is based on a…
Data Centred Intelligent Geosciences: Research Agenda and Opportunities, Position Paper
Aderson Farias do Nascimento, Martin A. Musicante, Umberto Souza da Costa +3
This paper describes and discusses our vision to develop and reason about best practices and novel ways of curating data-centric geosciences knowledge (data, experiments, models, m…
Graph analytics workflows enactment on just in time data centres, Position Paper
Ali Akoglu, José-Luis Zechinelli-Martini, Hamamache Kheddouci +1
This paper discusses our vision of multirole-capable decision-making systems across a broad range of Data Science (DS) workflows working on graphs through disaggregated data centre…
Comparing graph data science libraries for querying and analysing datasets: towards data science queries on graphs
Genoveva Vargas-Solar, Pierre Marrec, Mirian Halfeld Ferrari Alves
This paper presents an experimental study to compare analysis tools with management systems for querying and analysing graphs. Our experiment compares classic graph navigational op…