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Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
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OpenAlex Author Name Disambiguation V3 Data - Disambiguation Model

Authors: Barrett, Justin; Priem, Jason; Portenoy, Jason; Orr, Richard; Meyer, Casey;

OpenAlex Author Name Disambiguation V3 Data - Disambiguation Model

Abstract

5 Separate files used in the OpenAlex (https://openalex.org) V3 Author Name Disambiguation Model Creation: ORCID_hard_negative_pairs: Pairs of ORCIDs where either the full name, family name, or given name are a match and would therefore be more difficult to disambiguate. Disambiguator_all_possible_training_data: Dataset created which contains all possible features for modeling and all possible samples of data. Eventually, this was split into train/val/test and also processed more to create a better balance of positive to negative samples for our purposes. Disambiguator_final_train_data: Final data which the disambiguator was trained on. Disambiguator_final_val_data: Data which was used to test the model during training to optimize the features/hyperparameters chosen. Disambiguator_final_test_data: Final dataset which gave model performance indication after all hyperparameters were tuned and features were chosen. More details can be found at https://github.com/ourresearch/openalex-name-disambiguation

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Keywords

openalex, author name disambiguation, ORCID

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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