A tool that could suggest new personalized research directions and ideas by taking insights
from the scientific literature could profoundly accelerate the progress of science. A field that …

Ontologies of research areas are important tools for characterising, exploring, and analysing
the research landscape. Some fields of research are comprehensively described by large …

The continuous growth of scientific literature brings innovations and, at the same time, raises
new challenges. One of them is related to the fact that its analysis has become difficult due to …

Science communication has a number of bottlenecks that include the rising number of
published research papers and its non-machine-accessible and document-based paradigm …

Data mining project managers can benefit from using standard data mining process models.
The benefits of using standard process models for data mining, such as the de facto and the …

In recent years, transformer-based models have emerged as powerful tools for natural
language processing tasks, demonstrating remarkable performance in several domains …

During the last few decades, the widespread growth of scholarly networks and digital
libraries has resulted in an explosion of publicly available scholarly data in various forms …

Classifying research papers according to their research topics is an important task to
improve their retrievability, assist the creation of smart analytics, and support a variety of …

Ontologies of research areas are important tools for characterizing, exploring, and analyzing
the research landscape. Some fields of research are comprehensively described by large …

A tool that could suggest new personalized research directions and ideas by taking insights
from the scientific literature could significantly accelerate the progress of science. A field that …