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020 _a9789811686306
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024 7 _a10.1007/978-981-16-8630-6
_2doi
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072 7 _aCOM004000
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100 1 _aKosa, Victoria.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aTerminology Saturation
_h[electronic resource] :
_bDetection, Measurement and Use /
_cby Victoria Kosa, Vadim Ermolayev.
250 _a1st ed. 2022.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2022.
300 _aXXII, 177 p. 62 illus., 27 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCognitive Science and Technology,
_x2195-3996
505 0 _a1. Introduction -- 2. Representativeness Challenge in Ontology Engineering -- 3. The Phenomenon of Saturation -- 4. The Structure of the Book -- 5. Related Work.
520 _aThis book highlights an innovative approach for extracting terminological cores from subject domain-bounded collections of professional texts. The approach is based on exploiting the phenomenon of terminological saturation. The book presents the formal framework for the method of detecting and measuring terminological saturation as a successive approximation process. It further offers the suite of the algorithms that implement the method in the software and comprehensively evaluates all the aspects of the method and possible input configurations in the experiments on synthetic and real collections of texts in several subject domains. The book demonstrates the use of the developed method and software pipeline in industrial and academic use cases. It also outlines the potential benefits of the method for the adoption in industry.
650 0 _aComputational intelligence.
650 0 _aArtificial intelligence.
650 0 _aData mining.
650 0 _aLearning
_xPhysiological aspects.
650 0 _aMemory
_xPhysiological aspects.
650 1 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aLearning and Memory.
700 1 _aErmolayev, Vadim.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811686290
776 0 8 _iPrinted edition:
_z9789811686313
776 0 8 _iPrinted edition:
_z9789811686320
830 0 _aCognitive Science and Technology,
_x2195-3996
856 4 0 _uhttps://doi.org/10.1007/978-981-16-8630-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178969
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