The application of conceptnet for knowledge management of texts in the Polish and English languages

• Autorzy: Karwowski Waldemar , Rusek Marian

Identyfikatory

DOI

10.22630/ISIM.2019.8.1.1

• Języki publikacji: EN

Abstrakty

EN

In the paper, the possibility of ConceptNet application for knowledge management of texts in the Polish and English language is discussed. ConceptNet is a freely-available semantic network, designed to help computers understand the meanings of words that people use, it contains concepts from many languages. The semantics of ConceptNet is presented in the context of the semantics of the EuroVoc which is based on the SKOS standard. Indexing tool, created by authors, based on ConceptNet is briefly described. Tests of texts indexing with the use of papers in Polish and English language were performed. Results are analyzed and evaluated. At the end, some conclusions about the quality of results are formulated.

Słowa kluczowe

EN

knowledge management; semantic network; text indexing

• Wydawca: Wydawnictwo Szkoły Głównej Gospodarstwa Wiejskiego w Warszawie
• Czasopismo: Information Systems in Management
• Rocznik: 2019
• Tom: Vol. 8, No. 1
• Strony: 3--14
• Opis fizyczny: Bibliogr. 16 poz.

Twórcy

autor

Karwowski Waldemar

• Department of Informatics, Warsaw University of Life Sciences (SGGW)

autor

Rusek Marian

• Department of Informatics, Warsaw University of Life Sciences (SGGW)

Bibliografia

• [1] ConceptNet: http://conceptnet.io/.
• [2] ISO 25964-1:2011 - Thesauri and interoperability with other vocabularies - Part 1: Thesauri for information retrieval
• [3] SKOS Recommendation (18 August 2009) : http://www.w3.org/TR/skos-reference/
• [4] SKOS XL: http://www.w3.org/TR/skos-reference/skos-xl.html
• [5] SKOS Primer (Note 18 August 2009): http://www.w3.org/TR/skos-primer/
• [6] http://www.niso.org/schemas/iso25964/#schema
• [7] http://www.niso.org/apps/group_public/download.php/12351/Correspondence%20ISO25964-SKOSXL-MADS-2013-12-11.pdf
• [8] Karwowski W., Wrzeciono P., (2016) Methods of automatic topic mining in publications in agriculture domain. Inf. Syst. in Management 2016, vol. 6 (3), 192-202.
• [9] EuroVoc thesaurus: https://publications.europa.eu/en/web/eu-vocabularies/
• [10] EuroVoc interface: http://eurovoc.europa.eu/drupal/
• [11] http://publications.europa.eu/mdr/resource/thesaurus/eurovoc-20171215-0/skos/eurovoc_skos.zip/
• [12] AGROVOC thesaurus: http://aims.fao.org/vest-registry/vocabularies/agrovocmultilingual-agricultural-thesaurus
• [13] Speer, R., Chin, J., Havasi, C.. (2016) ConceptNet 5.5: An Open Multilingual Graph of General Knowledge. Proceedings of 31St AAAI Conf. on Artificial Intelligence.
• [14] ConceptNet API: http://api.conceptnet.io/.
• [15] Wrzeciono P., Karwowski W. (2013) Automatic Indexing and Creating Semantic Networks for Agricultural Science Papers in the Polish Language, Computer Software and Applications Conference Workshops (COMPSACW), 2013 IEEE 37th Annual, Kyoto, 356-360.
• [16] Karwowski, W., Orłowski A., Rusek, M. (2019) Applications of multilingual thesauri for the texts indexing in the field of agriculture. Conference proceedings ACS 2018, Advances in Soft and Hard Computing, AISC, volume 889, Springer, Cham, 185-195

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).