Myriam Hernández A. and José M. Gómez

Sentiment, Polarity and Function Analysis in Bibliometrics: A Review

Abstract: In this paper we proposed a survey in sentiment, polarity and function analysis of citations. This is an interesting area that has had an increased development in recent years but still has plenty of room for growth and further research. The amount of scientific information in the Web makes it necessary innovate the analysis of the influence of the work of peers and leaders in the scientific community. We present an overview of general concepts, review contributions to the solution of related problems such as context identification, function and polarity classification, in order to identify some trends and suggest possible ...

Get Natural Language Processing and Cognitive Science now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.