System of classification for personnel selection based upon Ukrainian language ana-lyze
The article describes a classification system with natural language processing. Many systems use neural networks, but it needs massive amounts of data for training, which is not always available. Authors propose to use ontologies in such systems. As example of such approach it is shown the classific...
Saved in:
| Date: | 2021 |
|---|---|
| Main Authors: | Zhezherun, O.P., Ryepkin, M.S. |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
PROBLEMS IN PROGRAMMING
2021
|
| Subjects: | |
| Online Access: | https://pp.isofts.kiev.ua/index.php/ojs1/article/view/437 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Journal Title: | Problems in programming |
| Download file: | |
Institution
Problems in programmingSimilar Items
Knowledge bases and description logics applications to natural language texts analysis
by: Hoherchak, H.I.
Published: (2020)
by: Hoherchak, H.I.
Published: (2020)
Application of small language models for semantic analysis of Web interface accessibility
by: Kuzikov, B.O., et al.
Published: (2025)
by: Kuzikov, B.O., et al.
Published: (2025)
A dialogue system based on ontology automatically built through a natural language text analysis
by: Litvin, A.A., et al.
Published: (2023)
by: Litvin, A.A., et al.
Published: (2023)
Modern AI methods for detecting propaganda in text
by: Бойко , О.А.
Published: (2025)
by: Бойко , О.А.
Published: (2025)
Approach to the building intelligent decision support systems on the basis of ontology
by: Lytvyn, V.V.
Published: (2025)
by: Lytvyn, V.V.
Published: (2025)
Information system for hostilities mechanized forces modelling based on ontology
by: Oborska, O.V.
Published: (2019)
by: Oborska, O.V.
Published: (2019)
Building Directed Weighted Networks of Terms with Applying Part-of-speech Tagging
by: Дмитренко, О. О.
Published: (2020)
by: Дмитренко, О. О.
Published: (2020)
Reverse synthesis of natural language phrases grounding on their ontological representation using a large language model
by: Kaverynskyi, V.V., et al.
Published: (2024)
by: Kaverynskyi, V.V., et al.
Published: (2024)
Methods and techniques for management of ontolodgy-based knowledge representation models in the context of BIG data
by: Novitsky, A.V.
Published: (2022)
by: Novitsky, A.V.
Published: (2022)
Use of domain ontology for homonymy clarification into the natural language texts
by: Lesko, O.N., et al.
Published: (2018)
by: Lesko, O.N., et al.
Published: (2018)
Людиноподібні діалогові агенти
by: Chmir, Igor Alexeevich
Published: (2014)
by: Chmir, Igor Alexeevich
Published: (2014)
Machine-learning methods for text named entity recognition
by: Marchenko, O.O.
Published: (2018)
by: Marchenko, O.O.
Published: (2018)
The definition of formal languages in the meta language of normal forms of knowledge
by: Kurgaev, A.F., et al.
Published: (2018)
by: Kurgaev, A.F., et al.
Published: (2018)
About one approach to automatic creation of formal queries to ontological knowledge bases
by: Palagin, O.V., et al.
Published: (2024)
by: Palagin, O.V., et al.
Published: (2024)
Extracting structure from text documents based on machine learning
by: Kudim, K.A., et al.
Published: (2023)
by: Kudim, K.A., et al.
Published: (2023)
Method for political propaganda detection in internet content using neural network natural language processing tools
by: Krak, Iu.V., et al.
Published: (2024)
by: Krak, Iu.V., et al.
Published: (2024)
Evaluating text coherence based on the graph of the consistency of phrases to identify symptoms of schizophrenia
by: Kramov, A. А.
Published: (2020)
by: Kramov, A. А.
Published: (2020)
Algebras of generalized tree languages with fixed variables
by: Phuapong, S., et al.
Published: (2024)
by: Phuapong, S., et al.
Published: (2024)
Semantic approach to automated formation of information security systems documentation
by: Bova, Yu.V., et al.
Published: (2026)
by: Bova, Yu.V., et al.
Published: (2026)
Designing and program implementation of the subsystem for creation and use of the ontological knowledge base of the scientific employee publications
by: Palagin, O.V., et al.
Published: (2018)
by: Palagin, O.V., et al.
Published: (2018)
Formal verification of the properties of coreferent resolution model based on decision trees
by: Pogorilyy, S.D., et al.
Published: (2024)
by: Pogorilyy, S.D., et al.
Published: (2024)
System of classification for personnel selection based upon Ukrainian language analyzer
by: O. P. Zhezherun, et al.
Published: (2020)
by: O. P. Zhezherun, et al.
Published: (2020)
Formalization for sign units creation based on 3d human model for Ukrainian sign language
by: Krivonos, Yu.G., et al.
Published: (2015)
by: Krivonos, Yu.G., et al.
Published: (2015)
Method of the coherence evaluation of Ukrainian text.
by: Pogorilyy, S. D., et al.
Published: (2019)
by: Pogorilyy, S. D., et al.
Published: (2019)
Low frequency signal classification using clustering methods
by: Rahozin, D.V., et al.
Published: (2024)
by: Rahozin, D.V., et al.
Published: (2024)
Features of implementation of simulation processes based on DATA FARMING methodologies
by: Krikovlyuk, E.A., et al.
Published: (2015)
by: Krikovlyuk, E.A., et al.
Published: (2015)
Coreference resolution algorithm for Ukrainian-language texts using decision trees
by: Pogorilyy, S.D., et al.
Published: (2023)
by: Pogorilyy, S.D., et al.
Published: (2023)
Integration of large language models with semantic processing tools as an instrument for knowledge digitization
by: Sinitsyn, I.P., et al.
Published: (2025)
by: Sinitsyn, I.P., et al.
Published: (2025)
Visibility Graph as a Tool for the Network Analysis of Measurement Series
by: Snarskii, A. A., et al.
Published: (2013)
by: Snarskii, A. A., et al.
Published: (2013)
The modification of the meta-language of normal forms of knowledge
by: Kurgaev, A.F.
Published: (2019)
by: Kurgaev, A.F.
Published: (2019)
Control of wave interaction processes in plasma
by: Buts, V.O., et al.
Published: (2021)
by: Buts, V.O., et al.
Published: (2021)
Management of the coordination process in sociotechnical system
by: Girchenko, L.A., et al.
Published: (2021)
by: Girchenko, L.A., et al.
Published: (2021)
Denudation of the Ukrainian Carpathians of the neotectonic stage
by: Shlapinsky, V., et al.
Published: (2025)
by: Shlapinsky, V., et al.
Published: (2025)
Methods and software for significant indicators determination of the natural language texts author profile
by: Shynkarenko, V.I., et al.
Published: (2023)
by: Shynkarenko, V.I., et al.
Published: (2023)
A mathematical apparatus for data analysis for forecasting nonlinear non-stationary processes
by: Shulkevych, T. V., et al.
Published: (2017)
by: Shulkevych, T. V., et al.
Published: (2017)
Improved ontological model of the knowledge base of the expert system for decision support in the field of digital processing and computer simulation of cyclic signals
by: Lupenko, Serhii A., et al.
Published: (2024)
by: Lupenko, Serhii A., et al.
Published: (2024)
3D modeling of radiation conditions and dose rates for personnel during dismantling of the roof structures of the Shelter object
by: Pashynov, M., et al.
Published: (2020)
by: Pashynov, M., et al.
Published: (2020)
Classification of p¯+ p induced reactions
by: Dbeyssi, A., et al.
Published: (2012)
by: Dbeyssi, A., et al.
Published: (2012)
On the nature of coherents in the system of oscillators
by: Kuklin, V.M.
Published: (2019)
by: Kuklin, V.M.
Published: (2019)
Modulation instability in two component Bose-Einstein condensate with relative component motion
by: Ivashin, A.P., et al.
Published: (2019)
by: Ivashin, A.P., et al.
Published: (2019)
Similar Items
-
Knowledge bases and description logics applications to natural language texts analysis
by: Hoherchak, H.I.
Published: (2020) -
Application of small language models for semantic analysis of Web interface accessibility
by: Kuzikov, B.O., et al.
Published: (2025) -
A dialogue system based on ontology automatically built through a natural language text analysis
by: Litvin, A.A., et al.
Published: (2023) -
Modern AI methods for detecting propaganda in text
by: Бойко , О.А.
Published: (2025) -
Approach to the building intelligent decision support systems on the basis of ontology
by: Lytvyn, V.V.
Published: (2025)