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Graph-based methods for Author Name Disambiguation: a survey [PDF]
PeerJ Computer Science, 2023 Scholarly knowledge graphs (SKG) are knowledge graphs representing research-related information, powering discovery and statistics about research impact and trends.
Michele De Bonis +2 more
doaj +6 more sources
Author name disambiguation in MEDLINE [PDF]
ACM Transactions on Knowledge Discovery From Data, 2009 Background : We recently described “Author-ity,” a model for estimating the probability that two articles in MEDLINE, sharing the same author name, were written by the same individual. Features include shared title words, journal name, coauthors, medical subject headings, language, affiliations, and author name features (middle
Vetle Torvik, Neil R Smalheiser
exaly +5 more sources
A Graph-Based Author Name Disambiguation Method and Analysis via Information Theory [PDF]
Entropy, 2020 Name ambiguity, due to the fact that many people share an identical name, often deteriorates the performance of information integration, document retrieval and web search.
Yingying Ma, Youlong Wu, Chengqiang Lu
doaj +4 more sources
Author name disambiguation based on heterogeneous graph neural network. [PDF]
PLoS ONEWith the dramatic increase in the number of published papers and the continuous progress of deep learning technology, the research on name disambiguation is at a historic peak, the number of paper authors is increasing every year, and the situation of ...
Ge Wang +3 more
doaj +3 more sources
Author Name Disambiguation for PubMed. [PDF]
J Assoc Inf Sci Technol, 2014 Log analysis shows that PubMed users frequently use author names in queries for retrieving scientific literature. However, author name ambiguity may lead to irrelevant retrieval results. To improve the PubMed user experience with author name queries, we designed an author name disambiguation system consisting of similarity estimation and agglomerative ...
Liu W +7 more
europepmc +4 more sources
A Multi-Level Author Name Disambiguation Algorithm [PDF]
IEEE Access, 2019 With the rapid development of information technology, the name ambiguity problem has become one of the primary issues in the fields of information retrieval, data mining, and scientific measurement.
Siyang Zhang, Xinhua E., Tian Pan
doaj +3 more sources
Toward a New Paradigm for Author Name Disambiguation
IEEE Access, 2022 Author Name Disambiguation (AND) has emerged as a significant challenge in the bibliometric context with the growing volume of scientific literature. When citations written by different authors have the same names (polysemy or homonym names), and when an
Ayesha Manzoor +2 more
doaj +2 more sources
Dual-Channel Heterogeneous Graph Network for Author Name Disambiguation
Information, 2021 Name disambiguation has long been a significant issue in many fields, such as literature management and social analysis. In recent years, methods based on graph networks have performed well in name disambiguation, but these works have rarely used ...
Xin Zheng +4 more
doaj +3 more sources
A Genetic-based approach for Author Name Disambiguation Problem [PDF]
Iranian Journal of Information Processing & Management, 2021 In the recent years, with the increasing volume of articles and the use of Internet and search engine services, the author name disambiguation problem has received a lot of attention.
Niloofar Mozafari
doaj +2 more sources
A Flexible and Configurable System to Author Name Disambiguation
IEEE AccessAuthor Name Disambiguation (AND) is critical in maintaining the integrity of bibliographic databases, especially under data sparsity and large-scale ambiguity.
Natan de Souza Rodrigues +1 more
doaj +2 more sources