Being able to characterise research papers according to their topics enables a multitude of high-level applications such as i) categorise proceedings in digital libraries, ii) semantically enhance the metadata of scientific publications, iii) generate recommendations, iv) produce smart analytics, v) detect research trends, and others. In our recent work, we designed and developed an unsupervised approach to automatically classify research papers according to an ontology of research areas in the field of Computer Science. This approach uses well-known technologies from the field of Natural Language Processing which makes it easily generalisable. In this article, we will show how we can customise the CSO Classifier and apply it to other field...
In recent years we have seen the emergence of a variety of scholarly datasets. Typically these captu...
The contents and topologies of inter-document linkages, such as citations and references among scien...
The natural language processing (NLP) community has developed a variety of methods for extracting an...
Classifying research papers according to their research topics is an important task to improve their...
Classifying research papers according to their research topics is an important task to improve their...
Ontologies of research areas are important tools for characterising, exploring and analysing the res...
Classifying scientific articles, patents, and other documents according to the relevant research top...
Ontologies of research areas are important tools for characterising, exploring and analysing the res...
The CSO Classifier is an application that classifies the content of scientific papers (i.e., full-te...
Ontologies of research areas are important tools for characterising, exploring, and analysing the re...
Ontologies of research areas are important tools for characterising, exploring, and analysing the re...
The growth of scientific production, associated with the increase in the complexity of scientific co...
Ontology of a scientific field typically includes a taxonomy that breaks up the field into several t...
The natural language processing (NLP) community has developed a variety of methods for extracting an...
As a large number of research, educational, institutes are opened day-by-day, so research project se...
In recent years we have seen the emergence of a variety of scholarly datasets. Typically these captu...
The contents and topologies of inter-document linkages, such as citations and references among scien...
The natural language processing (NLP) community has developed a variety of methods for extracting an...
Classifying research papers according to their research topics is an important task to improve their...
Classifying research papers according to their research topics is an important task to improve their...
Ontologies of research areas are important tools for characterising, exploring and analysing the res...
Classifying scientific articles, patents, and other documents according to the relevant research top...
Ontologies of research areas are important tools for characterising, exploring and analysing the res...
The CSO Classifier is an application that classifies the content of scientific papers (i.e., full-te...
Ontologies of research areas are important tools for characterising, exploring, and analysing the re...
Ontologies of research areas are important tools for characterising, exploring, and analysing the re...
The growth of scientific production, associated with the increase in the complexity of scientific co...
Ontology of a scientific field typically includes a taxonomy that breaks up the field into several t...
The natural language processing (NLP) community has developed a variety of methods for extracting an...
As a large number of research, educational, institutes are opened day-by-day, so research project se...
In recent years we have seen the emergence of a variety of scholarly datasets. Typically these captu...
The contents and topologies of inter-document linkages, such as citations and references among scien...
The natural language processing (NLP) community has developed a variety of methods for extracting an...