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Searching for Research Fraud in OpenAlex with Graph Data Science • Adam Day & Ebru Cucen • YOW! 2022
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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
RESOURCES
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. [...]
Download slides and read the full abstract here:
RECOMMENDED BOOKS
#OpenAlex #Neo4J #Dataset #GraphDataScience #SoftwareEngineering #Programming #EbruCucen #AdamDay #YOWcon
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Ebru Cucen - Lead consultant at OpenCredo @OpencredoItd @ebrucucen799
Adam Day - Data Scientist at SAGE Publishing @sagepublishing330
RESOURCES
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. [...]
Download slides and read the full abstract here:
RECOMMENDED BOOKS
#OpenAlex #Neo4J #Dataset #GraphDataScience #SoftwareEngineering #Programming #EbruCucen #AdamDay #YOWcon
Looking for a unique learning experience?
SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.
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