Searching for Research Fraud in OpenAlex with Graph Data Science • Adam Day & Ebru Cucen • YOW! 2022
This presentation was recorded at YOW! 2022. #GOTOcon #YOW
Ebru Cucen - Lead consultant at OpenCredo @OpencredoItd @ebrucucen799
Adam Day - Data Scientist at SAGE Publishing @sagepublishing330
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Ebru
Adam
ABSTRACT
The OpenAlex dataset is a vast graph of data describing researchers, research papers, institutions, journals and more. It is known that some organisations exist which offer authorship slots on research papers for sale. Authors of research papers are required to contribute to the research described in the paper, so paying for an authorship slot is a form of research misconduct.
Given a dataset of research papers, where it is known that authorship slots were sold in this way, we use OpenAlex and Neo4J hosted on Google Cloud Platform to analyse data relating to these papers and take a first step towards automated detection of such unusual co-authorships. [...]
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RECOMMENDED BOOKS
Jim Webber • Graph Databases •
Free eBook version at
Nicki Watt & Aleksa Vukotic • Neo4j in Action •
#OpenAlex #Neo4J #Dataset #GraphDataScience #SoftwareEngineering #Programming #EbruCucen #AdamDay #YOWcon
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