doi:10.3233/DS-170003

Full identifier: https://doi.org/10.3233/DS-170003

Assigned to 1 class:

References

Nanopublication Part Subject Predicate Object Published By Published On
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
Maintaining intellectual diversity in data science
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
2017-10-17
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
Data science is a young and rapidly expanding field, but one which has already experienced several waves of temporarily-ubiquitous methodological fashions. In this paper we argue that a diversity of ideas and methodologies is crucial for the long term success of the data science community. Towards the goal of a healthy, diverse ecosystem of different statistical models and approaches, we review how ideas spread in the scientific community and the role of incentives in influencing which research ideas scientists pursue. We conclude with suggestions for how universities, research funders and other actors in the data science community can help to maintain a rich, eclectic statistical environment.
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
1-2
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion
doi:10.3233/DS-170003
1
Tobias Kuhn
2025-04-25T11:17:39.508Z
links a nanopublication to its pubinfo http://www.nanopub.org/nschema#hasPublicationInfo pubinfo
doi:10.3233/DS-170003
Tobias Kuhn
2025-04-25T11:17:39.508Z