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Binary Field of Research Classification Data

Name: Binary Field of Research Classification Data
Creator: Abu Ahmad, Raia

Research datakeyboard_double_arrow_right Dataset 01 Dec 2023 English Publisher:Zenodo

Authors: Abu Ahmad, Raia;

doi: 10.5281/zenodo.10245830 , 10.5281/zenodo.10245829

Binary Field of Research Classification Data

- Summary
- Metrics

Abstract

The zip file includes the following data: Class category list (for categorical baseline), Document text: containing the title + abstract of each dataset instance. Class ORKG texts only: containing the dataset's ORKG label for each instance. Class DBpedia texts only: containing texts extracted from the linked DBpedia entity for each instance (the text is derived from rdfs:label + rdfs:comment) Class KGEs: containing DBpedia entity embeddings for each instance. The embeddings are pre-trained and extracted from https://zenodo.org/records/6384728. Author embedding per instance. Publisher embedding per instance. Labels: containing binary labels indicating whether an instance is a positive or negative sample.

Impact byBIP!

	citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average

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