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ZENODO
Dataset . 2022
Data sources: Datacite
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ZENODO
Dataset . 2022
Data sources: Datacite
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ZENODO
Dataset . 2022
Data sources: ZENODO
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Assessing Word Similarity Metrics for Traceability Link Recovery - Evaluation Dataset

Authors: Werber, Kevin;

Assessing Word Similarity Metrics for Traceability Link Recovery - Evaluation Dataset

Abstract

This dataset includes all data that was used for the evaluation of my bachelor's thesis: Assessing Word Similarity Metrics for Traceability Link Recovery The following files correspond to the following data sets from the evaluation: cc-en-300.tar.gz corresponds to fastText's cc.en.300.bin embedding crawl-300d-2M-subword.tar.gz corresponds to fastText's crawl-300d-2M-subword.bin embedding wiki-news-300d-1M-subword.tar.gz corresponds to fastText's wiki-news-300d-1M-subword.bin embedding wordnet.tar.gz corresponds to the WordNet 3.1 semantic network sewordsim.tar.gz corresponds to SEWordSimDB's vector similarity database glove_cc_840B_300d.tar.gz corresponds to GloVe's CC vector embedding glove_wikigiga_300d.tar.gz corresponds to GloVe's 300 dimensional WIGI vector embedding glove_wikigiga_200d.tar.gz corresponds to GloVe's 200 dimensional WIGI vector embedding glove_wikigiga_100d.tar.gz corresponds to GloVe's 100 dimensional WIGI vector embedding glove_wikigiga_50d.tar.gz corresponds to GloVe's 50 dimensional WIGI vector embedding glove_twitter_200d.tar.gz corresponds to GloVe's 200 dimensional TWTR vector embedding glove_twitter_100d.tar.gz corresponds to GloVe's 100 dimensional TWTR vector embedding glove_twitter_50d.tar.gz corresponds to GloVe's 50 dimensional TWTR vector embedding glove_twitter_25d.tar.gz corresponds to GloVe's 25 dimensional TWTR vector embedding eval_results.tar.gz contains the detailed evaluation results for each configuration of all measures The licenses of all data sets are included in their respective files. Some of these data sets are .sql files. To use these files to reproduce the evaluation, they need to be imported into a sqlite3 database. The version of ArDoCo used for the evaluation is only able to work with sqlite3 databases and not with sql files.

The entire dataset should have a size of about 28 GB compressed and 56 GB uncompressed.

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citations
The total number of citations received by all articles of the researcher of interest.
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
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downloads
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1
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