Methods of Automatic Topic Mining in Publications in Agriculture Domain

• Autorzy: Waldemar Karwowski , Piotr Wrzeciono
• Języki publikacji: EN

Abstrakty

EN

Today the vast majority of resources are available in digital form. Publications frequently are related to topics not set out in the title or even summary. In this paper we presented and discussed examples of methods of finding the common topic of a publication in the field of agriculture with the use of AGROVOC dictionary. The focus is on publications in the Polish language, and the possibilities of the use of the semantics defined in the multi-language thesaurus AGROVOC. First indexing tools, especially Agrotagger, which is useful for documents in the field of agriculture, are presented, and also the test results of Agrotagger are discussed. Next the semantic technologies implemented in the AGROVOC thesaurus are discussed. In the final part, we described the design and implementation of a system, based on Polish language dictionary and AGROVOC. Additionally some tests of implemented system are discussed. (original abstract)

Słowa kluczowe

EN

Thesaurus; Semantic Web Service (SWS); Semantic technology; Knowledge management

PL

Tezaurus; Sieć semantyczna; Technologie semantyczne; Zarządzanie wiedzą

• Czasopismo: Information Systems in Management
• Rocznik: 2017
• Tom: 6
• Numer: nr 3
• Strony: 192--202

Twórcy

autor

Waldemar Karwowski

• Warsaw University of Life Sciences - SGGW, Poland

autor

Piotr Wrzeciono

• Warsaw University of Life Sciences - SGGW, Poland

Bibliografia

• [1] AgroTagger. http://aims.fao.org/agrotagger (access 19.11.2016).
• [2] AGROVOC, http://aims.fao.org/standards/agrovoc/about/ (access 19.11.2016).
• [3] Dextre Clarke S. G., Lei Zeng M., (2012) Standard Spotlight: From ISO 2788 to ISO 25964: the evolution of thesaurus standards towards interoperability and data modeling. Information Standards Quarterly Winter 2012, v. 24, no. 1.
• [4] Karwowski W., (2010) Ontologies and Agricultural Information Management Standards. Information systems in management VI, [eds.] P. Jałowiecki & A. Orłowski, WULS Press, Warszawa 2010.
• [5] Karwowski W., Wrzeciono P., (2014) Automatic indexer for Polish agricultural texts. Information Systems in Management 2014, Vol. 3, no. 4, pp. 229-238.
• [6] 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.