Towards Ordinal Data Science

Towards Ordinal Data Science

Order is one of the main instruments to measure the relationship between objects in (empirical) data. However, compared to methods that use numerical properties of objects, the amount of ordinal methods developed is rather small. One reason for this is the limited availability of computational resou...

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Bibliographic Details
Main Authors: Stumme, Gerd, Dürrschnabel, Dominik, Hanika, Tom
Format: Article
Language:English
Published: Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik 2023-12-01
Series:Transactions on Graph Data and Knowledge
Subjects:
order relation
data science
relational theory of measurement
metric learning
general algebra
lattices
factorization
approximations and heuristics
factor analysis
visualization
browsing
explainability
Online Access:https://drops.dagstuhl.de/storage/08tgdk/tgdk-vol001/tgdk-vol001-issue001/TGDK.1.1.6/TGDK.1.1.6.pdf

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https://drops.dagstuhl.de/storage/08tgdk/tgdk-vol001/tgdk-vol001-issue001/TGDK.1.1.6/TGDK.1.1.6.pdf

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