Závěrečná práce: Bc. Jan Trnka: Applying Text Mining Classification for Software Requirements Prioritization
Diplomová práce
Applying Text Mining Classification for Software Requirements Prioritization
Bc. Jan Trnka
Anotace
Tato diplomová práce se zabývá možnostmi využití strojového učení při automatizaci určování priority požadavků v rámci komunitních open source projektů.
Abstract
In the current thesis, we want to look at the application of requirements prioritization automation by means of machine learning to community-driven open source software.
Zadání práce
In the current thesis, we want to look at the application of requirements prioritization automation by means of machine learning to community-driven open source software.
The following tasks are part of the thesis:
+ review the current state of the art in the classification and prediction of priorities in software engineering (not only requirements, but also related areas such as issues prioritization);
+ describe how requirements are usually prioritized on some community-driven open source software projects;
+ evaluate several techniques for the automated reasoning based on machine learning techniques;
+ propose a discussion about the results from the implemented approaches within the context of the identified projects;
The following tasks are part of the thesis:
+ review the current state of the art in the classification and prediction of priorities in software engineering (not only requirements, but also related areas such as issues prioritization);
+ describe how requirements are usually prioritized on some community-driven open source software projects;
+ evaluate several techniques for the automated reasoning based on machine learning techniques;
+ propose a discussion about the results from the implemented approaches within the context of the identified projects;
Práce zkontrolována:
23. 5. 2017 08:51, doc. Bruno Rossi, PhD, učo 232464
23. 5. 2017 08:51, doc. Bruno Rossi, PhD, učo 232464
- Zadáno/změněno 20. 6. 2017 16:34, Helena Kryštofová
- Záznam založen 29. 3. 2016 15:19, Jana Zemanová, učo 9619
- Zveřejnit od 22. 5. 2017 13:00, Eva Drštková
- Práce převzata 22. 5. 2017 13:00, Eva Drštková
Jazyk práce
Termín obhajoby
20. 6. 2017
Studijní program
Aplikovaná informatika
Práce na příbuzné téma
Seznam prací, které mají shodná klíčová slova.
-
Applying Text Mining Classification for Software Requirements Prioritization
Mgr. Jan Trnka -
Licence svobodného softwaru
Mgr. Eva Zemanová, učo 256426 -
A System For Task Allocation Management
Mgr. Radoslav Husár -
Vytvoření datové pumpy pro analýzu včasnosti dodání produktu
Ing. Radovan Tomášik -
Analýza vhodnosti metod a nástrojů dobývání znalostí
Mgr. Samuel Kováč -
User Sessions Clustering and Anomaly Detection
Mgr. Michal Mokroš -
Research of Fedora Status for Machine Learning
Mgr. Dominik Tuchyňa -
Software Metrics for Software Defects Prediction
Mgr. Dominik Arne Rebro
Název
Vložil
Vloženo
Práva
Složky
Soubory
11. 6. 2017




