Family Matters: Company Relations Extraction from Wikipedia

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Family Matters: Company Relations Extraction from Wikipedia
Authors
Artem Kuznetsov
Pavel Braslavski
Vladimir Ivanov
Publication date
2016
DOI
10.1007/978-3-319-45880-9_7
Links
Original

Family Matters: Company Relations Extraction from Wikipedia - scientific work related to Wikipedia quality published in 2016, written by Artem Kuznetsov, Pavel Braslavski and Vladimir Ivanov.

Overview

The study described in the paper deals with the extraction of relations between organizations from the Russian Wikipedia. Authors experiment with two data sources for supervised methods – manual annotations made from scratch and relations from infoboxes with subsequent sentence matching, as well as different feature sets and learning methods – SVM, CRF, and UIMA Ruta. Results show that the automatically obtained training data delivers worse results than manually annotated data, but the former approach is promising due to its scalability. Evaluation of relations extracted from a subset of Wikipedia pages that are mapped to the Russian state company registry proves that external sources can enrich and complement official databases.

Embed

Wikipedia Quality

Kuznetsov, Artem; Braslavski, Pavel; Ivanov, Vladimir. (2016). "[[Family Matters: Company Relations Extraction from Wikipedia]]". Springer, Cham. DOI: 10.1007/978-3-319-45880-9_7.

English Wikipedia

{{cite journal |last1=Kuznetsov |first1=Artem |last2=Braslavski |first2=Pavel |last3=Ivanov |first3=Vladimir |title=Family Matters: Company Relations Extraction from Wikipedia |date=2016 |doi=10.1007/978-3-319-45880-9_7 |url=https://wikipediaquality.com/wiki/Family_Matters:_Company_Relations_Extraction_from_Wikipedia |journal=Springer, Cham}}

HTML

Kuznetsov, Artem; Braslavski, Pavel; Ivanov, Vladimir. (2016). &quot;<a href="https://wikipediaquality.com/wiki/Family_Matters:_Company_Relations_Extraction_from_Wikipedia">Family Matters: Company Relations Extraction from Wikipedia</a>&quot;. Springer, Cham. DOI: 10.1007/978-3-319-45880-9_7.