FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385796044> ?p ?o ?g. }

• W4385796044 endingPage "164" @default.
• W4385796044 startingPage "164" @default.
• W4385796044 abstract "The software industry plays a vital role in driving technological advancements. Software projects are complex and consist of many components, so change is unavoidable in these projects. The change in software requirements must be predicted early to preserve resources, since it can lead to project failures. This work focuses on small-scale software systems in which requirements are changed gradually. The work provides a probabilistic prediction model, which predicts the probability of changes in software requirement specifications. The first part of the work considers analyzing the changes in software requirements due to certain variables with the help of stakeholders, developers, and experts by the questionnaire method. Then, the proposed model incorporates their knowledge in the Bayesian network as conditional probabilities of independent and dependent variables. The proposed approach utilizes the variable elimination method to obtain the posterior probability of the revisions in the software requirement document. The model was evaluated by sensitivity analysis and comparison methods. For a given dataset, the proposed model computed the low state revisions probability to 0.42, and the high state revisions probability to 0.45. Thus, the results proved that the proposed approach can predict the change in the requirements document accurately by outperforming existing models." @default.
• W4385796044 created "2023-08-14" @default.
• W4385796044 creator A5011910925 @default.
• W4385796044 creator A5013567914 @default.
• W4385796044 creator A5032710803 @default.
• W4385796044 creator A5042603498 @default.
• W4385796044 creator A5062773112 @default.
• W4385796044 creator A5063229829 @default.
• W4385796044 creator A5066169899 @default.
• W4385796044 date "2023-08-14" @default.
• W4385796044 modified "2023-10-05" @default.
• W4385796044 title "Requirement Change Prediction Model for Small Software Systems" @default.
• W4385796044 cites W1917032810 @default.
• W4385796044 cites W2046229958 @default.
• W4385796044 cites W2070983362 @default.
• W4385796044 cites W2279994572 @default.
• W4385796044 cites W2604623954 @default.
• W4385796044 cites W2761563725 @default.
• W4385796044 cites W3048315681 @default.
• W4385796044 cites W3135618694 @default.
• W4385796044 cites W3198673707 @default.
• W4385796044 cites W4206238894 @default.
• W4385796044 cites W4210671315 @default.
• W4385796044 cites W4212993786 @default.
• W4385796044 cites W4214532693 @default.
• W4385796044 cites W4221037676 @default.
• W4385796044 cites W4221109901 @default.
• W4385796044 cites W4221141539 @default.
• W4385796044 cites W4280528532 @default.
• W4385796044 cites W4281939004 @default.
• W4385796044 cites W4283022069 @default.
• W4385796044 cites W4288057734 @default.
• W4385796044 cites W4293228294 @default.
• W4385796044 cites W4310018709 @default.
• W4385796044 cites W4312058837 @default.
• W4385796044 cites W4313472297 @default.
• W4385796044 cites W4313492026 @default.
• W4385796044 cites W4317243139 @default.
• W4385796044 doi "https://doi.org/10.3390/computers12080164" @default.
• W4385796044 hasPublicationYear "2023" @default.
• W4385796044 type Work @default.
• W4385796044 citedByCount "0" @default.
• W4385796044 crossrefType "journal-article" @default.
• W4385796044 hasAuthorship W4385796044A5011910925 @default.
• W4385796044 hasAuthorship W4385796044A5013567914 @default.
• W4385796044 hasAuthorship W4385796044A5032710803 @default.
• W4385796044 hasAuthorship W4385796044A5042603498 @default.
• W4385796044 hasAuthorship W4385796044A5062773112 @default.
• W4385796044 hasAuthorship W4385796044A5063229829 @default.
• W4385796044 hasAuthorship W4385796044A5066169899 @default.
• W4385796044 hasBestOaLocation W43857960441 @default.
• W4385796044 hasConcept C105795698 @default.
• W4385796044 hasConcept C115903868 @default.
• W4385796044 hasConcept C119857082 @default.
• W4385796044 hasConcept C124101348 @default.
• W4385796044 hasConcept C127413603 @default.
• W4385796044 hasConcept C134306372 @default.
• W4385796044 hasConcept C149091818 @default.
• W4385796044 hasConcept C154945302 @default.
• W4385796044 hasConcept C182365436 @default.
• W4385796044 hasConcept C199360897 @default.
• W4385796044 hasConcept C200601418 @default.
• W4385796044 hasConcept C2777904410 @default.
• W4385796044 hasConcept C33724603 @default.
• W4385796044 hasConcept C33923547 @default.
• W4385796044 hasConcept C41008148 @default.
• W4385796044 hasConcept C44492722 @default.
• W4385796044 hasConcept C49937458 @default.
• W4385796044 hasConcept C529173508 @default.
• W4385796044 hasConceptScore W4385796044C105795698 @default.
• W4385796044 hasConceptScore W4385796044C115903868 @default.
• W4385796044 hasConceptScore W4385796044C119857082 @default.
• W4385796044 hasConceptScore W4385796044C124101348 @default.
• W4385796044 hasConceptScore W4385796044C127413603 @default.
• W4385796044 hasConceptScore W4385796044C134306372 @default.
• W4385796044 hasConceptScore W4385796044C149091818 @default.
• W4385796044 hasConceptScore W4385796044C154945302 @default.
• W4385796044 hasConceptScore W4385796044C182365436 @default.
• W4385796044 hasConceptScore W4385796044C199360897 @default.
• W4385796044 hasConceptScore W4385796044C200601418 @default.
• W4385796044 hasConceptScore W4385796044C2777904410 @default.
• W4385796044 hasConceptScore W4385796044C33724603 @default.
• W4385796044 hasConceptScore W4385796044C33923547 @default.
• W4385796044 hasConceptScore W4385796044C41008148 @default.
• W4385796044 hasConceptScore W4385796044C44492722 @default.
• W4385796044 hasConceptScore W4385796044C49937458 @default.
• W4385796044 hasConceptScore W4385796044C529173508 @default.
• W4385796044 hasIssue "8" @default.
• W4385796044 hasLocation W43857960441 @default.
• W4385796044 hasOpenAccess W4385796044 @default.
• W4385796044 hasPrimaryLocation W43857960441 @default.
• W4385796044 hasRelatedWork W1734881440 @default.
• W4385796044 hasRelatedWork W2132754500 @default.
• W4385796044 hasRelatedWork W2137256417 @default.
• W4385796044 hasRelatedWork W2365680718 @default.
• W4385796044 hasRelatedWork W3026737558 @default.
• W4385796044 hasRelatedWork W4234586272 @default.
• W4385796044 hasRelatedWork W4281731074 @default.

• next