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ZENODO
Dataset . 2022
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2022
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2022
Data sources: ZENODO
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Association Rules and Semantic Relatedness (ARSR) - Evaluation Data

Authors: Leon Hutans;

Association Rules and Semantic Relatedness (ARSR) - Evaluation Data

Abstract

ARSR stands for "Association Rules and Semantic Relatedness", a recommender system that combines association rule mining and semantic relatedness to create recommendations for form fields. ARSR was evaluated with focus on recommending values for fields of metadata forms. The evaluation was performed with two sets of association rules (R1 and R2). R1 was primarily used to assess the recommendation performance. R2 served as an alternative and led to similar results. This dataset contains the raw data ("collected", JSON format), generated during the evaluation. It includes i.a. input (populated fields and target field), expected output, and the top 40 generated recommendations for each test combination. In addition, the processed data ("analysed", CSV format) is provided. It is based on the raw data and is used to calculate metrics and plot the results. The source code for ARSR and the evaluation is available on GitLab (gitlab.com). Note: To perform the analysis on the raw data (collected) yourself, make sure to follow the setup instruction in the evaluation repository first. More specifically, install dependencies and unzip "data/cedar/test-instances.zip" so that URI mappings can be accessed. Then follow the instructions provided by the README file in the raw data archives (e.g. collected-R1.zip).

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ARSR

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selected citations
These citations are derived from selected sources.
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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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