Application of a naive Bayesians classifiers in assessing the supplier
The paper considers the class of interactive knowledge based systems whose main purpose of making proposals and assisting customers in making decisions. The mathematical model provides a set of examples of learning about the delivered series of outflows from three suppliers, as well as an analysis o...
| Main Authors: | , |
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| Format: | Article |
| Sprog: | English |
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Visoka poslovna škola strukovnih studija Prof. dr Radomir Bojković, Kruševac
2017-01-01
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| Serier: | Trendovi u Poslovanju |
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| Online adgang: | http://scindeks-clanci.ceon.rs/data/pdf/2334-816X/2017/2334-816X1701033M.pdf |
| _version_ | 1826808692953055232 |
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| author | Mijailović Snežana Ilić Đorđe |
| author_facet | Mijailović Snežana Ilić Đorđe |
| author_sort | Mijailović Snežana |
| collection | DOAJ |
| description | The paper considers the class of interactive knowledge based systems whose main purpose of making proposals and assisting customers in making decisions. The mathematical model provides a set of examples of learning about the delivered series of outflows from three suppliers, as well as an analysis of an illustrative example for assessing the supplier using a naive Bayesian classifier. The model was developed on the basis of the analysis of subjective probabilities, which are later revised with the help of new empirical information and Bayesian theorem on a posterior probability, i.e. combining of subjective and objective conditional probabilities in the choice of a reliable supplier. |
| first_indexed | 2024-12-10T23:08:58Z |
| format | Article |
| id | doaj.art-3d2d1e3f0fb84b49a8790345f0407584 |
| institution | Directory Open Access Journal |
| issn | 2334-816X 2334-8356 |
| language | English |
| last_indexed | 2025-02-16T00:53:18Z |
| publishDate | 2017-01-01 |
| publisher | Visoka poslovna škola strukovnih studija Prof. dr Radomir Bojković, Kruševac |
| record_format | Article |
| series | Trendovi u Poslovanju |
| spelling | doaj.art-3d2d1e3f0fb84b49a8790345f04075842025-02-10T19:38:25ZengVisoka poslovna škola strukovnih studija Prof. dr Radomir Bojković, KruševacTrendovi u Poslovanju2334-816X2334-83562017-01-0151333810.5937/trendpos1701033M2334-816X1701033MApplication of a naive Bayesians classifiers in assessing the supplierMijailović Snežana0Ilić Đorđe1Visoka poslovna škola strukovnih studija “Prof. dr Radomir Bojković”, KruševacVisoka poslovna škola strukovnih studija “Prof. dr Radomir Bojković”, KruševacThe paper considers the class of interactive knowledge based systems whose main purpose of making proposals and assisting customers in making decisions. The mathematical model provides a set of examples of learning about the delivered series of outflows from three suppliers, as well as an analysis of an illustrative example for assessing the supplier using a naive Bayesian classifier. The model was developed on the basis of the analysis of subjective probabilities, which are later revised with the help of new empirical information and Bayesian theorem on a posterior probability, i.e. combining of subjective and objective conditional probabilities in the choice of a reliable supplier.http://scindeks-clanci.ceon.rs/data/pdf/2334-816X/2017/2334-816X1701033M.pdfa prior probabilitya posteriori probabilitynaive Bayesian classifierreliable supplier |
| spellingShingle | Mijailović Snežana Ilić Đorđe Application of a naive Bayesians classifiers in assessing the supplier Trendovi u Poslovanju a prior probability a posteriori probability naive Bayesian classifier reliable supplier |
| title | Application of a naive Bayesians classifiers in assessing the supplier |
| title_full | Application of a naive Bayesians classifiers in assessing the supplier |
| title_fullStr | Application of a naive Bayesians classifiers in assessing the supplier |
| title_full_unstemmed | Application of a naive Bayesians classifiers in assessing the supplier |
| title_short | Application of a naive Bayesians classifiers in assessing the supplier |
| title_sort | application of a naive bayesians classifiers in assessing the supplier |
| topic | a prior probability a posteriori probability naive Bayesian classifier reliable supplier |
| url | http://scindeks-clanci.ceon.rs/data/pdf/2334-816X/2017/2334-816X1701033M.pdf |
| work_keys_str_mv | AT mijailovicsnezana applicationofanaivebayesiansclassifiersinassessingthesupplier AT ilicđorđe applicationofanaivebayesiansclassifiersinassessingthesupplier |