Algorithmic Optimization Method for Effort Estimation

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875364" target="_blank" >RIV/70883521:28140/16:43875364 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1134/S0361768816030087" target="_blank" >http://dx.doi.org/10.1134/S0361768816030087</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1134/S0361768816030087" target="_blank" >10.1134/S0361768816030087</a>

Result language

angličtina

Original language name

Algorithmic Optimization Method for Effort Estimation

Original language description

This paper presents an improvement of an effort estimation method that can be used to predict the level of effort for software development projects. A new estimation approach based on a two-phase algorithm is used. In the first phase, we apply a calculation based on use case points (UCPs). In the second phase, we add correction values ( ) obtained via least squares regression. This approach employs historical project data to refine the estimate. By applying the least squares regression approach, the algorithm filters out estimation errors caused by human factors and company practice.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JC - Computer hardware and software

OECD FORD branch

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Project

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Continuities

V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Programming and Computer Software

ISSN

0361-7688

e-ISSN

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Volume of the periodical

42

Issue of the periodical within the volume

3

Country of publishing house

RU - RUSSIAN FEDERATION

Number of pages

6

Pages from-to

161-166

UT code for WoS article

000376603900005

EID of the result in the Scopus database

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