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 …
Content‐based citation analysis: The next generation of citation analysis
Traditional citation analysis has been widely applied to detect patterns of scientific
collaboration, map the landscapes of scholarly disciplines, assess the impact of research …
collaboration, map the landscapes of scholarly disciplines, assess the impact of research …
Citation recommendation using semantic representation of cited papers' relations and content
J Zhang, L Zhu - Expert systems with applications, 2022 - Elsevier
Citation recommendation can help researchers quickly find supplementary or alternative
references in massive academic resources. Current research on citation recommendation …
references in massive academic resources. Current research on citation recommendation …
[PDF][PDF] Extracting crime information from online newspaper articles
R Arulanandam, BTR Savarimuthu… - Proceedings of the …, 2014 - researchgate.net
Abstract Information extraction is the task of extracting relevant information from unstructured
data. This paper aims to 'mine'(or extract) crime information from online newspaper articles …
data. This paper aims to 'mine'(or extract) crime information from online newspaper articles …
A content-based citation analysis study based on text categorization
Publications and citations are important components for measuring research performance.
Academics receive incentives, tenures, or awards from the number of citations they receive; …
Academics receive incentives, tenures, or awards from the number of citations they receive; …
Attentive stacked denoising autoencoder with bi-lstm for personalized context-aware citation recommendation
The rapid growth of scientific publications brings the problem of finding appropriate citations
for authors. Context-aware citation recommendation is an essential technology to overcome …
for authors. Context-aware citation recommendation is an essential technology to overcome …
Content-and proximity-based author co-citation analysis using citation sentences
Author co-citation analysis (ACA) has been widely used for identifying the subject disciplines
of authors. Citations can reveal the explicit relationship between authors as well as their …
of authors. Citations can reveal the explicit relationship between authors as well as their …
Becoming the expert-interactive multi-class machine teaching
Compared to machines, humans are extremely good at classifying images into categories,
especially when they possess prior knowledge of the categories at hand. If this prior …
especially when they possess prior knowledge of the categories at hand. If this prior …
[PDF][PDF] Towards automated related work summarization
We introduce the novel problem of automatic related work summarization. Given multiple
articles (eg, conference/journal papers) as input, a related work summarization system …
articles (eg, conference/journal papers) as input, a related work summarization system …
A semantic similarity-based identification method for implicit citation functions and sentiments information
Automated citation analysis is becoming increasingly important in assessing the scientific
quality of publications and identifying patterns of collaboration among researchers …
quality of publications and identifying patterns of collaboration among researchers …