5 citations · 12 across the 7 of their papers we have counts for
3 papers · 1 filter
A Survey on Domain-Specific Languages for Machine Learning in Big Data
Ivens Portugal, Paulo Alencar, Donald Cowan
The amount of data generated in the modern society is increasing rapidly. New problems and novel approaches of data capture, storage, analysis and visualization are responsible for…
The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review
Ivens Portugal, Paulo Alencar, Donald Cowan
Recommender systems use algorithms to provide users with product or service recommendations. Recently, these systems have been using machine learning algorithms from the field of a…
Requirements Engineering for General Recommender Systems
Ivens Portugal, Paulo Alencar, Donald Cowan
In requirements engineering for recommender systems, software engineers must identify the data that drives the recommendations. This is a labor-intensive task, which is error-prone…