Methods of automatic topic mining in publications in agriculture domain

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.

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Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2018).