Assessment of the efficiency of educational project management using neuro-fuzzy system

Assessment of the efficiency of educational project management using neuro-fuzzy system

The project represents the introduction of elements and methods of artificial intelligence in the work programs of disciplines in the direction of “Management”. To assess the efficiency of such project management, it was proposed to use tools related to machine learning methods that include neural n...

Full description

Bibliographic Details
Main Authors: Krichevsky Mikhail, Bydagov Artyr, Martynova Julia
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/36/e3sconf_spbwosce2019_02070.pdf
id doaj-d78611193b9845e8858f57a9f1074bc1
record_format Article
spelling doaj-d78611193b9845e8858f57a9f1074bc12021-04-02T08:56:59ZengEDP SciencesE3S Web of Conferences2267-12422019-01-011100207010.1051/e3sconf/201911002070e3sconf_spbwosce2019_02070Assessment of the efficiency of educational project management using neuro-fuzzy systemKrichevsky Mikhail0Bydagov Artyr1Martynova Julia2Saint Petersburg State University of Aerospace Instrumentation (SUAI)Saint Petersburg State University of Aerospace Instrumentation (SUAI)Saint Petersburg State University of Aerospace Instrumentation (SUAI)The project represents the introduction of elements and methods of artificial intelligence in the work programs of disciplines in the direction of “Management”. To assess the efficiency of such project management, it was proposed to use tools related to machine learning methods that include neural networks and fuzzy logic. The results of such an assessment are obtained using a neuro-fuzzy anfis (adaptive neuro-fuzzy inference system) type system, which is implemented using the MATLAB R2018b software package.https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/36/e3sconf_spbwosce2019_02070.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Krichevsky Mikhail
Bydagov Artyr
Martynova Julia
spellingShingle Krichevsky Mikhail
Bydagov Artyr
Martynova Julia
Assessment of the efficiency of educational project management using neuro-fuzzy system
E3S Web of Conferences
author_facet Krichevsky Mikhail
Bydagov Artyr
Martynova Julia
author_sort Krichevsky Mikhail
title Assessment of the efficiency of educational project management using neuro-fuzzy system
title_short Assessment of the efficiency of educational project management using neuro-fuzzy system
title_full Assessment of the efficiency of educational project management using neuro-fuzzy system
title_fullStr Assessment of the efficiency of educational project management using neuro-fuzzy system
title_full_unstemmed Assessment of the efficiency of educational project management using neuro-fuzzy system
title_sort assessment of the efficiency of educational project management using neuro-fuzzy system
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2019-01-01
description The project represents the introduction of elements and methods of artificial intelligence in the work programs of disciplines in the direction of “Management”. To assess the efficiency of such project management, it was proposed to use tools related to machine learning methods that include neural networks and fuzzy logic. The results of such an assessment are obtained using a neuro-fuzzy anfis (adaptive neuro-fuzzy inference system) type system, which is implemented using the MATLAB R2018b software package.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/36/e3sconf_spbwosce2019_02070.pdf
work_keys_str_mv AT krichevskymikhail assessmentoftheefficiencyofeducationalprojectmanagementusingneurofuzzysystem
AT bydagovartyr assessmentoftheefficiencyofeducationalprojectmanagementusingneurofuzzysystem
AT martynovajulia assessmentoftheefficiencyofeducationalprojectmanagementusingneurofuzzysystem
_version_ 1724170056009515008

Similar Items