Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899766473> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W2899766473 abstract "Our industrial experience in institutionalizing defect prediction models in the software industry shows that the first step is to measure prediction metrics and defects to assess the feasibility of the tool, i.e., if the accuracy of the defect prediction tool is higher than of a random predictor. However, computing prediction metrics is time consuming and error prone. Thus, the feasibility analysis has a cost which needs some initial investment by the potential clients. This initial investment acts as a barrier for convincing potential clients of the benefits of institutionalizing a software prediction model. To reduce this barrier, in this paper we present the Pilot Defects Prediction Dataset Maker (PDPDM), a desktop application for measuring metrics to use for defect prediction. PDPDM receives as input the repository’s information of a software project, and it provides as output, in an easy and replicable way, a dataset containing a set of 17 well-defined product and process metrics, that have been shown to be useful for defect prediction, such as size and smells. PDPDM avoids the use of outdated datasets and it allows researchers and practitioners to create defect datasets without the need to write any lines of code." @default.
- W2899766473 created "2018-11-16" @default.
- W2899766473 creator A5075793467 @default.
- W2899766473 creator A5083643969 @default.
- W2899766473 date "2018-11-05" @default.
- W2899766473 modified "2023-09-27" @default.
- W2899766473 title "Facilitating feasibility analysis: the pilot defects prediction dataset maker" @default.
- W2899766473 cites W1493089500 @default.
- W2899766473 cites W2014418158 @default.
- W2899766473 cites W2040739191 @default.
- W2899766473 cites W2063580340 @default.
- W2899766473 cites W2080521990 @default.
- W2899766473 cites W2090625011 @default.
- W2899766473 cites W2101227285 @default.
- W2899766473 cites W2107277166 @default.
- W2899766473 cites W2112579197 @default.
- W2899766473 cites W2113533445 @default.
- W2899766473 cites W2122702470 @default.
- W2899766473 cites W2143637886 @default.
- W2899766473 cites W2146338950 @default.
- W2899766473 cites W2151666086 @default.
- W2899766473 cites W2157353183 @default.
- W2899766473 cites W2172232422 @default.
- W2899766473 cites W2344072768 @default.
- W2899766473 cites W2367798545 @default.
- W2899766473 cites W2768365677 @default.
- W2899766473 cites W2773202551 @default.
- W2899766473 cites W2773867142 @default.
- W2899766473 cites W2808113972 @default.
- W2899766473 cites W2911964244 @default.
- W2899766473 cites W821933395 @default.
- W2899766473 doi "https://doi.org/10.1145/3278142.3278147" @default.
- W2899766473 hasPublicationYear "2018" @default.
- W2899766473 type Work @default.
- W2899766473 sameAs 2899766473 @default.
- W2899766473 citedByCount "6" @default.
- W2899766473 countsByYear W28997664732019 @default.
- W2899766473 countsByYear W28997664732020 @default.
- W2899766473 countsByYear W28997664732021 @default.
- W2899766473 crossrefType "proceedings-article" @default.
- W2899766473 hasAuthorship W2899766473A5075793467 @default.
- W2899766473 hasAuthorship W2899766473A5083643969 @default.
- W2899766473 hasConcept C154945302 @default.
- W2899766473 hasConcept C41008148 @default.
- W2899766473 hasConceptScore W2899766473C154945302 @default.
- W2899766473 hasConceptScore W2899766473C41008148 @default.
- W2899766473 hasLocation W28997664731 @default.
- W2899766473 hasOpenAccess W2899766473 @default.
- W2899766473 hasPrimaryLocation W28997664731 @default.
- W2899766473 hasRelatedWork W2093578348 @default.
- W2899766473 hasRelatedWork W2350741829 @default.
- W2899766473 hasRelatedWork W2358668433 @default.
- W2899766473 hasRelatedWork W2376932109 @default.
- W2899766473 hasRelatedWork W2382290278 @default.
- W2899766473 hasRelatedWork W2390279801 @default.
- W2899766473 hasRelatedWork W2748952813 @default.
- W2899766473 hasRelatedWork W2766271392 @default.
- W2899766473 hasRelatedWork W2899084033 @default.
- W2899766473 hasRelatedWork W3107474891 @default.
- W2899766473 isParatext "false" @default.
- W2899766473 isRetracted "false" @default.
- W2899766473 magId "2899766473" @default.
- W2899766473 workType "article" @default.