Scale‐free collaboration networks: An author name disambiguation perspective
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24158
Abstract: Several studies have found that collaboration networks are scale‐free, proposing that such networks can be modeled by specific network evolution mechanisms like preferential attachment. This study argues that collaboration networks can look more or less… read more here.
Keywords: author name; collaboration networks; disambiguation; scale free ... See more keywords
Evaluating author name disambiguation for digital libraries: a case of DBLP
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DOI: 10.1007/s11192-018-2824-5
Abstract: Author name ambiguity in a digital library may affect the findings of research that mines authorship data of the library. This study evaluates author name disambiguation in DBLP, a widely used but insufficiently evaluated digital… read more here.
Keywords: author name; disambiguation digital; disambiguation; name disambiguation ... See more keywords
Disambiguation of Vector Magnetograms by Stereoscopic Observations from the Solar Orbiter (SO)/Polarimetric and Helioseismic Imager (PHI) and the Solar Dynamic Observatory (SDO)/Helioseismic and Magnetic Imager (HMI)
Sign Up to like & getrecommendations! Published in 2022 at "Solar Physics"
DOI: 10.1007/s11207-021-01942-x
Abstract: Spectropolarimetric reconstructions of the photospheric vector magnetic field are intrinsically limited by the 180 ∘ $180^{\circ}$ ambiguity in the orientation of the transverse component. The successful launch and operation of Solar Orbiter have made the… read more here.
Keywords: field; solar orbiter; imager; accuracy ... See more keywords
Magnitude of terminological bias in international health services research: a disambiguation analysis in mental health
Sign Up to like & getrecommendations! Published in 2022 at "Epidemiology and Psychiatric Sciences"
DOI: 10.1017/s2045796022000403
Abstract: Abstract Aims Health services research (HSR) is affected by a widespread problem related to service terminology including non-commensurability (using different units of analysis for comparisons) and terminological unclarity due to ambiguity and vagueness of terms.… read more here.
Keywords: health; disambiguation; services research; analysis ... See more keywords
Toward Universal Word Sense Disambiguation Using Deep Neural Networks
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DOI: 10.1109/access.2019.2914921
Abstract: Traditionally, approaches based on neural networks to solve the problem of disambiguation of the meaning of words (WSD) use a set of classifiers at the end, which results in a specialization in a single set… read more here.
Keywords: toward universal; disambiguation; deep neural; neural networks ... See more keywords
Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3031112
Abstract: Machine learning for author name disambiguation is usually conducted on the training and test subsets of labeled data created for a specific task. As a result, disambiguation models learned on heterogeneous labeled data are often… read more here.
Keywords: name disambiguation; author name; labeled data; disambiguation ... See more keywords
Role of Genetic Algorithm in Optimization of Hindi Word Sense Disambiguation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3190406
Abstract: The Word Sense Disambiguation system is widely used in many fields, including business, research, education, and government organizations. The availability of natural language data on the internet has grown in tandem with the rapid advancement… read more here.
Keywords: sense disambiguation; hindi word; disambiguation; word sense ... See more keywords
Biomedical Word Sense Disambiguation Based on Graph Attention Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3224802
Abstract: Biomedical words have many semantics. Biomedical word sense disambiguation (WSD) is an important research issue in biomedicine field. Biomedical WSD refers to the process of determining meanings of ambiguous word according to its context. It… read more here.
Keywords: sense disambiguation; disambiguation; word; biomedical word ... See more keywords
Weighted Co-Occurrence Bio-Term Graph for Unsupervised Word Sense Disambiguation in the Biomedical Domain
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DOI: 10.1109/access.2023.3272056
Abstract: Word Sense Disambiguation (WSD) is a significant and challenging task for text understanding and processing. This paper presents an unsupervised approach based on Weighted Co-occurrence bio-Term Graph (WCOTG) for performing WSD in the biomedical domain.… read more here.
Keywords: disambiguation; bio term; graph; word sense ... See more keywords
Hypotheses Disambiguation in Retrospective
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3143298
Abstract: Robust perception is a key required capability in robotics and AI when dealing with scenarios and environments that exhibit some level of ambiguity and perceptual aliasing. In this work, we consider such a setting and… read more here.
Keywords: time; disambiguation; robotics; current time ... See more keywords
A Collective Approach to Scholar Name Disambiguation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.3011674
Abstract: Scholar name disambiguation remains a hard and unsolved problem, which brings various troubles for bibliography data analytics. Most existing methods handle name disambiguation separately that tackles one name at a time, and neglect the fact… read more here.
Keywords: disambiguation; name; collective approach; scholar name ... See more keywords