SDE based Unified Scheme for Developing Entropy Prediction Models for OSS Article Swipe
Deepika
,
Ompal Singh
,
Adarsh Anand
,
Jagvinder Singh
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.33889/ijmems.2021.6.1.013
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.33889/ijmems.2021.6.1.013
Today, so as to meet the user's requirement, modification of software is necessarily required. But at the same time, to incorporate these modifications and requirements there are enormous changes which are made to the coding of the software and over a period of time these changes make the software complex. Largely there are three types of code changes occur in the source code namely, bug repair, feature enhancement & addition of new features, but these changes bring the uncertainty in the bug removal rate. In this paper, these uncertainties have been explicitly modeled and using three-dimensional wiener processes that define the three types of fluctuation; we have come up with an entropy prediction modeling framework with a unified approach. The analytical solution of the equation is interpreted using Itô’s process. The models are fitted on three real life projects namely Avro, Hive and Pig of Apache open source software (OSS) The experimental findings show that present models exhibit accurate estimation results and have strong prediction skills.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- http://doi.org/10.33889/ijmems.2021.6.1.013
- https://doi.org/10.33889/ijmems.2021.6.1.013
- OA Status
- gold
- Cited By
- 2
- References
- 45
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3095593593
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3095593593Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.33889/ijmems.2021.6.1.013Digital Object Identifier
- Title
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SDE based Unified Scheme for Developing Entropy Prediction Models for OSSWork title
- Type
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articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2020Year of publication
- Publication date
-
2020-10-29Full publication date if available
- Authors
-
Deepika, Ompal Singh, Adarsh Anand, Jagvinder SinghList of authors in order
- Landing page
-
https://doi.org/10.33889/ijmems.2021.6.1.013Publisher landing page
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https://doi.org/10.33889/ijmems.2021.6.1.013Direct link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://doi.org/10.33889/ijmems.2021.6.1.013Direct OA link when available
- Concepts
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Computer science, Source code, Open source, Software, Open source software, Entropy (arrow of time), Data mining, Coding (social sciences), Mathematics, Programming language, Statistics, Physics, Quantum mechanicsTop concepts (fields/topics) attached by OpenAlex
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-
2Total citation count in OpenAlex
- Citations by year (recent)
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2024: 1, 2022: 1Per-year citation counts (last 5 years)
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45Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2940056314, https://openalex.org/W2886084821, https://openalex.org/W3115616613, https://openalex.org/W2922339835, https://openalex.org/W2003934931, https://openalex.org/W2091895243, https://openalex.org/W2892115998, https://openalex.org/W2408337545, https://openalex.org/W1984622595, https://openalex.org/W1990730390, https://openalex.org/W2146338950, https://openalex.org/W2163732854, https://openalex.org/W2921497620, https://openalex.org/W2101728371, https://openalex.org/W2147105902, https://openalex.org/W2158744032, https://openalex.org/W2182769930, https://openalex.org/W2130060711, https://openalex.org/W2051978688, https://openalex.org/W2430636772, https://openalex.org/W2181473490, https://openalex.org/W1970327404, https://openalex.org/W2108623177, https://openalex.org/W2739670818, https://openalex.org/W2082696909, https://openalex.org/W2132887549, https://openalex.org/W4296394699, https://openalex.org/W2170316986, https://openalex.org/W2042831015, https://openalex.org/W2120549308, https://openalex.org/W1995875735, https://openalex.org/W2079145130, https://openalex.org/W2021652147, https://openalex.org/W2080923576, https://openalex.org/W187492155, https://openalex.org/W2029491445, https://openalex.org/W2938188832, https://openalex.org/W2052128346, https://openalex.org/W2086873724, https://openalex.org/W2229361053, https://openalex.org/W2260176478, https://openalex.org/W2050014515, https://openalex.org/W2736320365, https://openalex.org/W2100945416, https://openalex.org/W4285719527 |
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