Semantic Kernel as a Universal Instrument for Classification and Systematization of Unstructured Information in the Field of Human Capital


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This paper considers a technique and software complex for isolating the semantic kernel of a text array to ensure a high degree of accuracy in the selection of CVs for relevant vacancies, the requirements for which are specified in an arbitrary text form. Such selection makes it possible to compile a stable database of vacancies and a corresponding resume database. The availability of these two databases opens the path for further highly effective automated analysis of key skills, implemented on the basis of the semantic kernel.

作者简介

A. Anisimova

All-Russian Institute of Scientific and Technical Information

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Email: ushsekr@viniti.ru
俄罗斯联邦, Moscow, 125190

A. Ryazanova

All-Russian Institute of Scientific and Technical Information

Email: ushsekr@viniti.ru
俄罗斯联邦, Moscow, 125190

A. Shcherbakov

Federal Research Center Computer Science and Control

Email: ushsekr@viniti.ru
俄罗斯联邦, Moscow, 119333

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