Nanopublishing in Data Science

Papers at the Data Science journal should have their findings represented in a machine-understandable way as nanopublications.

Choose Nanopublication Types

These types work for simpler kinds of scientific statements:

• Simple Scientific Relations between Individuals (e.g. the invention of the telephone was necessary for the Internet)
• Simple Scientific Relations based on Classes (e.g. instances of smoking tend to cause instances of lung cancer)

If your statement is more complex, one of these general types might work:

• Fully-formal Advanced Statements (Super-Pattern) (e.g. whenever a person has a headache then this is mostly caused by a dehydration of that person)
• Semi-formal Statements Based on English Sentences (AIDA) (e.g. "Teenagers reply on average faster to emails than adults." is about: teenager, email, adult)

There are also these more specific types:

• Simple Biological Relations (e.g. the gene p53 interacts with the gene AIMP2)
• Evaluation Results from a Machine Learning experiment (e.g. we ran a Random Forest classifier to detect texts about animals and achieved an F-Score of 86%)

To use the types above, you might need to define a new class or individual:

• Class Definitions (e.g. operant research as a subclass of research)
• Definitions of Individuals (e.g. Pluto as an instance of the class dwarf planet)

If you can't find a type that works for your claims, tell us by opening a support ticket.

Accepted Nanopublications

Your nanopublications included in accepted papers:

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Help

Don't hesitate to open a support ticket if you have any questions or problems, no matter how trivial or how complex.