Cover Image

The technology of machine learning for a composite web service development

We analyze dynamic programming and machine learning algorithms (on example of Q-learning) used for automatic adaptive composition of web services based on service quality assessments, their input parameters and work specifics. Software implementation of these algorithms on sets of services of differ...

Full description

Saved in:

Bibliographic Details
Date:	2025
Main Authors:	Grishanova, I.Yu., Rogushina, J.V.
Format:	Article
Language:	Ukrainian
Published:	PROBLEMS IN PROGRAMMING 2025
Subjects:	web service composition of services machine learning UDC 681.3
Online Access:	https://pp.isofts.kiev.ua/index.php/ojs1/article/view/669
Tags:	Add Tag No Tags, Be the first to tag this record!
Journal Title:	Problems in programming
Download file:

Institution

Problems in programming

Similar Items

Flow constructing and optimizing method for composite web service based on Q-learning
by: Grishanova, I.Yu., et al.
Published: (2025)

Application of deep reinforced learning for long-term dynamic composition of WEB services
by: Moroz, H.B.
Published: (2025)

Metaheuristic methods for optimizing the quality of service of composite web services
by: Moroz, H.B.
Published: (2025)

Development of intelligent information analytical webportals based on semantic Wiki technologies: problems and challenges
by: Rogushina, J.V.
Published: (2023)

Reference model for Semantic Web adaptive composite service
by: Slabospitskaya, О.A.
Published: (2018)

Defining and resolving Web-services discovery problems using description logics formalism
by: Zakharova, O.V.
Published: (2018)

Unified process for adaptive Semantic Web service composition
by: Slabospitskaya, О.A.
Published: (2018)

Approach to determination of completeness of composition of Semantic Web-services
by: Deretsky, V.A.
Published: (2026)

Approaches and tasks to the composition of services in the semantic web environment
by: Deretsky, V.A.
Published: (2026)

Approach to composition of Web-services on basis of specification of functional semantics
by: Deretsky, V.A.
Published: (2026)

Means for Quality Implementation and Assurance of Context-Aware Semantic Web Service Composition
by: Andon, P.I., et al.
Published: (2022)

Descriptive logic using in Web-service problems
by: Zakharova, O.V.
Published: (2017)

Development of applications in service-oriented architecture of Semantic Web
by: Deretskiy, V.A.
Published: (2025)

Approach to programming of applications with using of Semantic Web-services
by: Deretsky, V.A.
Published: (2026)

Semantics role in integration of applications on the basis of Web services
by: Andon, P.I., et al.
Published: (2026)

Approach to design software applications of use Web Service
by: Deretsky, V.A., et al.
Published: (2026)

On application of machine-learning for designing adaptive sorting programs in algebra of algorithms
by: Yatsenko, O.A.
Published: (2025)

Applying Description Logics with Concrete Domains to Solve the Problems of Semantic Web Services Discovery and Composition
by: Zakharova, O.V.
Published: (2023)

The technique of using Description Logics in the process of constructing a composite service at the functional level
by: Zakharova, O.V.
Published: (2018)

Usage of AI-planning techniques to solve problems of Web-services composition
by: Zakharova, O.V.
Published: (2018)

Application of problem domain ontological description for relevantness increasing of informational retrieval
by: Rogushina, J.V.
Published: (2015)

Using ontological knowledge in recommender systems
by: Rogushina, J.V.
Published: (2025)

Specification of the process of the semantic annotation the web services
by: Zakharova, O.V.
Published: (2018)

Integration and service composition based on model
by: Dyvak, Yu., et al.
Published: (2022)

Semantic annotation of Web-services
by: Zakharova, O.V.
Published: (2017)

The practical approach for realization Semantic Web applications
by: Deretskiy, V.A., et al.
Published: (2026)

Current state and extention problems of the service-oriented paradigm
by: Andon, P.I., et al.
Published: (2025)

Algorithmic algebra tools on the Web 2.0 platform
by: Iovchev, V.A., et al.
Published: (2026)

Implementation of rich web-applications based on taucode library
by: Kovalenko, A.S., et al.
Published: (2026)

Design of ontological system of terms and their cognitive models in scientific research
by: Rogushina, J.V., et al.
Published: (2026)

Analytical review on information retrieval methods and applications in the Semantic Web
by: Grishanova, I.J.
Published: (2018)

Use of ontological knowledge in machine learning methods for intelligent analysis of Big Data
by: Rogushina, J.V.
Published: (2019)

Facilities for service-oriented programming of parallel programs
by: Doroshenko, A.Yu., et al.
Published: (2026)

Service-oriented, distributed real-time systems in digital libraries
by: Novitsky, O.V.
Published: (2025)

On some technology of project modeling of stochastic manufacturing technological processes
by: Maksimey, I.V., et al.
Published: (2015)

Approach to improve efficiency of service-oriented systems using estimation and distribution of load
by: Tulika, E.M.
Published: (2026)

Interactive assessment of simulated service qualities by business stakeholders: principles and research issues
by: Shekhovtsov, V.A.
Published: (2026)

Grid technologies for social network analysis
by: Tkachenko, V.V.
Published: (2026)

Methods of automated algorithms schemes transformation
by: Shkulipa, I.Yu., et al.
Published: (2026)

Technological Model for the Process of Software Automated Production
by: Slabospitska, O.O.
Published: (2025)