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TREC-doc-2-doc-relevance assessment interface

Authors: Talha, Muhammad; Geist, Lukas; Fellerhof, Tim; Ravinder, Rohitha; Giraldo, Olga; Rebholz-Schuhmann, Dietrich; Castro, Leyla Jael;

TREC-doc-2-doc-relevance assessment interface

Abstract

TREC-doc-2-doc-relevance The code, data and docs at this repo aim at facilitating the creation of a doc-2-doc relevance assessment on PMIDs used in the TREC 2005 Genomics track. A doc-2-doc relevance assessment takes one document as reference and assess a second document regarding its relevance to the reference one. This doc-2-doc collection will be used to evaluate the doc-2-doc recommendations approaches that we are working on. The TREC 2005 Genomics track corresponds to document-2-topic relevance assessment. Our assumption is that articles relevant to a topic will be more relevant to each other that those which are not relevant to the topic. This premise has been used before in previous approaches . With this TREC-doc-2-doc-relevance project, we want to double check this assumption by creating a doc-2-doc relevance assessment corpus based on TREC 2005 Genomics track. Data The TREC 2005 Genomics Track data can be found at https://trec.nist.gov/data/t14_genomics.html. The data used for the doc-2-doc relevance assessment and the assessments carried by four annotators can be found at https://zenodo.org/record/7324822 while the Fleiss Kappa data at https://zenodo.org/record/7338056. Releases v1.0.0 is the initial release of the TREC-doc-2-doc-relevance assessment interface. The tools has been used by four annotators on a corpus extracted from TREC 2005 Genomics Track. Acknowledgements This work is part of the STELLA project funded by DFG (project no. 407518790). This work was supported by the BMBF-funded de.NBI Cloud within the German Network for Bioinformatics Infrastructure (de.NBI) (031A532B, 031A533A, 031A533B, 031A534A, 031A535A, 031A537A, 031A537B, 031A537C, 031A537D, 031A538A).

{"references": ["Giraldo O, Solanki D, Rebholz-Schuhmann D, Castro LJ. Fleiss kappa for doc-2-doc relevance assessment. Zenodo; 2022. doi:10.5281/zenodo.7338056", "Giraldo O, Solanki D, Rebholz-Schuhmann D, Castro LJ. Fleiss kappa for doc-2-doc relevance assessment. Zenodo; 2022. doi:10.5281/zenodo.7338056", "Hersh W, Cohen A, Yang J, Bhupatiraju RT, Roberts P, Hearst M. TREC 2005 Genomics Track Overview. : 26."]}

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Keywords

Relevance assessment, Web Flask application, Python

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selected citations
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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).
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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.
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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.
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