J
Jinsong Zhang
Researcher at Dalian Maritime University
Publications - 8
Citations - 176
Jinsong Zhang is an academic researcher from Dalian Maritime University. The author has contributed to research in topics: PageRank & Citation analysis. The author has an hindex of 4, co-authored 8 publications receiving 118 citations.
Papers
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Journal ArticleDOI
Full-text citation analysis: A new method to enhance scholarly networks
TL;DR: Evaluation results show that full‐text citation and publication content prior topic distribution, along with the classical PageRank algorithm can significantly enhance bibliometric analysis and scientific publication ranking performance, comparing with term frequency–inverted document frequency (tf–idf), language model, BM25, PageRank, and PageRank + language model.
Proceedings ArticleDOI
Full-text citation analysis: enhancing bibliometric and scientific publication ranking
TL;DR: The result shows that full text citation and publication content prior topic distribution along with the PageRank algorithm can significantly enhance bibliometric analysis and scientific publication ranking performance for academic IR system.
Scientific metadata quality enhancement for scholarly publications
TL;DR: Evaluation results showed that the linear combination of mutual information and topic modeling with full text outperform other methods on MAP, while language model with abstract performed better than other method on the measure of precision.
Proceedings ArticleDOI
Citation recommendation via proximity full-text citation analysis and supervised topical prior
TL;DR: This work utilized proximitybased citation contexts extracted from a large number of full-text publications, and then used a publication/citation topic distribution to generate a novel citation graph to calculate the publication topical importance.
Proceedings ArticleDOI
Full-text and topic based authorrank and enhanced publication ranking
Jinsong Zhang,Xiaozhong Liu +1 more
TL;DR: This paper brings this idea into scientific publications analysis to test whether the optimized topical AuthorRank can replace or enhance topical PageRank for publication ranking and results show the performance of topical Author Rank combined with topic-based PageRank is better than other baselines for publicationranking.