A decade of in-text citation analysis based on natural language processing and machine learning techniques: an overview of empirical studies
In-text citation analysis is one of the most frequently used methods in research evaluation.
We are seeing significant growth in citation analysis through bibliometric metadata, primarily …
We are seeing significant growth in citation analysis through bibliometric metadata, primarily …
A meta-analysis of semantic classification of citations
The aim of this literature review is to examine the current state of the art in the area of citation
classification. In particular, we investigate the approaches for characterizing citations based …
classification. In particular, we investigate the approaches for characterizing citations based …
Referencing behaviours across disciplines: publication types and common metadata for defining bibliographic references
In this work, we investigate existing citation practices by analysing a huge set of articles
published in journals to measure which metadata are used across the various scholarly …
published in journals to measure which metadata are used across the various scholarly …
Dynamic context extraction for citation classification
We investigate the effect of varying citation context window sizes on model performance in
citation intent classification. Prior studies have been limited to the application of fixed-size …
citation intent classification. Prior studies have been limited to the application of fixed-size …
[PDF][PDF] Map** the Trending Topics of Bibliometric-enhanced Information Retrieval.
F Bolaños - BIR@ ECIR, 2022 - star.informatik.rwth-aachen.de
This paper aims to map the trending topics of Bibliometric-enhanced Information Retrieval
(BIR) based on co-word network analysis and strategic diagram. The bibliographic dataset …
(BIR) based on co-word network analysis and strategic diagram. The bibliographic dataset …
The way we cite: Common metadata used across disciplines for defining bibliographic references
Current citation practices observed in articles are very noisy, confusing, and not
standardised, making identifying the cited works problematic for humans and any reference …
standardised, making identifying the cited works problematic for humans and any reference …