Important citation identification by exploiting content and section-wise in-text citation count

Citation and content analysis of Hormozgan Medical Journal

Introduction: One of the most important branches of scientometrics is citation analysis which offers patterns showing authors’ information searching behavior and authors’ authorship. Citation Analysis provides a pattern of authors’ Information-seeking behavior and also Content Analysis provides a pattern of authorship. This study aimed to analyze the citations and content of p...

Content-Based Citation Recommendation

We present a content-based method for recommending citations in an academic paper draft. We embed a given query document into a vector space, then use its nearest neighbors as candidates, and rerank the candidates using a discriminative model trained to distinguish between observed and unobserved citations. Unlike previous work, our method does not require metadata such as author names which ca...

Citation, citation, citation.

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 outputs, and observe knowledge transfer across domains. It is, however, limited, as it assumes all citations are of similar value and weights each equally. Content-based citation analysis (CCA) addresses a citation’s val...

Citation count distributions for large monodisciplinary journals

Mike Thelwall, Statistical Cybermetrics Research Group, University of Wolverhampton, UK. Many different citation-based indicators are used by researchers and research evaluators to help evaluate the impact of scholarly outputs. Although the appropriateness of individual citation indicators depends in part on the statistical properties of citation counts, there is no universally agreed best-fitt...