FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384009797> ?p ?o ?g. }

• W4384009797 abstract "Selecting an appropriate task is challenging for newcomers to Open Source Software (OSS) projects. To facilitate task selection, researchers and OSS projects have leveraged machine learning techniques, historical information, and textual analysis to label tasks (a.k.a. issues) with information such as the issue type and domain. These approaches are still far from mainstream adoption, possibly because of a lack of good predictors. Inspired by previous research, we advocate that label prediction might benefit from leveraging metrics derived from communication data and social network analysis (SNA) for issues in which social interaction occurs. Thus, we study how these social metrics can improve the automatic labeling of open issues with API domains—categories of APIs used in the source code that solves the issue—which the literature shows that newcomers to the project consider relevant for task selection. We mined data from OSS projects’ repositories and organized it in periods to reflect the seasonality of the contributors’ project participation. We replicated metrics from previous work and added social metrics to the corpus to predict API-domain labels. Social metrics improved the performance of the classifiers compared to using only the issue description text in terms of precision, recall, and F-measure. Precision (0.922) increased by 15.82% and F-measure (0.942) by 15.89% for a project with high social activity. These results indicate that social metrics can help capture the patterns of social interactions in a software project and improve the labeling of issues in an issue tracker." @default.
• W4384009797 created "2023-07-13" @default.
• W4384009797 creator A5007593721 @default.
• W4384009797 creator A5009389756 @default.
• W4384009797 creator A5010003572 @default.
• W4384009797 creator A5030518611 @default.
• W4384009797 creator A5051186886 @default.
• W4384009797 creator A5060903936 @default.
• W4384009797 date "2023-05-01" @default.
• W4384009797 modified "2023-09-27" @default.
• W4384009797 title "Tell Me Who Are You Talking to and I Will Tell You What Issues Need Your Skills" @default.
• W4384009797 cites W1045349118 @default.
• W4384009797 cites W1971937094 @default.
• W4384009797 cites W1996032102 @default.
• W4384009797 cites W2023511777 @default.
• W4384009797 cites W2047084505 @default.
• W4384009797 cites W2056944867 @default.
• W4384009797 cites W2067233232 @default.
• W4384009797 cites W2071650163 @default.
• W4384009797 cites W2075924051 @default.
• W4384009797 cites W2097606004 @default.
• W4384009797 cites W2107672258 @default.
• W4384009797 cites W2110915013 @default.
• W4384009797 cites W2135198476 @default.
• W4384009797 cites W2136421959 @default.
• W4384009797 cites W2143059009 @default.
• W4384009797 cites W2143085507 @default.
• W4384009797 cites W2143741513 @default.
• W4384009797 cites W2146335723 @default.
• W4384009797 cites W2160988203 @default.
• W4384009797 cites W2164577291 @default.
• W4384009797 cites W2269907743 @default.
• W4384009797 cites W2273809638 @default.
• W4384009797 cites W2288177242 @default.
• W4384009797 cites W2296444013 @default.
• W4384009797 cites W2332188051 @default.
• W4384009797 cites W2467584898 @default.
• W4384009797 cites W2548173878 @default.
• W4384009797 cites W2558331558 @default.
• W4384009797 cites W2605782971 @default.
• W4384009797 cites W2761713482 @default.
• W4384009797 cites W2766979421 @default.
• W4384009797 cites W2774634515 @default.
• W4384009797 cites W2807517487 @default.
• W4384009797 cites W2897098357 @default.
• W4384009797 cites W2969916288 @default.
• W4384009797 cites W2979682917 @default.
• W4384009797 cites W2993452100 @default.
• W4384009797 cites W3014553393 @default.
• W4384009797 cites W3015193301 @default.
• W4384009797 cites W3097665816 @default.
• W4384009797 cites W3161575723 @default.
• W4384009797 cites W3175605739 @default.
• W4384009797 cites W3176953535 @default.
• W4384009797 cites W3189209532 @default.
• W4384009797 cites W4200210023 @default.
• W4384009797 cites W4238859253 @default.
• W4384009797 cites W4244387885 @default.
• W4384009797 cites W4281636775 @default.
• W4384009797 cites W55768394 @default.
• W4384009797 doi "https://doi.org/10.1109/msr59073.2023.00087" @default.
• W4384009797 hasPublicationYear "2023" @default.
• W4384009797 type Work @default.
• W4384009797 citedByCount "1" @default.
• W4384009797 countsByYear W43840097972023 @default.
• W4384009797 crossrefType "proceedings-article" @default.
• W4384009797 hasAuthorship W4384009797A5007593721 @default.
• W4384009797 hasAuthorship W4384009797A5009389756 @default.
• W4384009797 hasAuthorship W4384009797A5010003572 @default.
• W4384009797 hasAuthorship W4384009797A5030518611 @default.
• W4384009797 hasAuthorship W4384009797A5051186886 @default.
• W4384009797 hasAuthorship W4384009797A5060903936 @default.
• W4384009797 hasConcept C127413603 @default.
• W4384009797 hasConcept C134306372 @default.
• W4384009797 hasConcept C136764020 @default.
• W4384009797 hasConcept C138885662 @default.
• W4384009797 hasConcept C154945302 @default.
• W4384009797 hasConcept C177264268 @default.
• W4384009797 hasConcept C199360897 @default.
• W4384009797 hasConcept C201995342 @default.
• W4384009797 hasConcept C2522767166 @default.
• W4384009797 hasConcept C27206212 @default.
• W4384009797 hasConcept C2776760102 @default.
• W4384009797 hasConcept C2777617010 @default.
• W4384009797 hasConcept C2777904410 @default.
• W4384009797 hasConcept C2780451532 @default.
• W4384009797 hasConcept C33923547 @default.
• W4384009797 hasConcept C36503486 @default.
• W4384009797 hasConcept C41008148 @default.
• W4384009797 hasConcept C81917197 @default.
• W4384009797 hasConceptScore W4384009797C127413603 @default.
• W4384009797 hasConceptScore W4384009797C134306372 @default.
• W4384009797 hasConceptScore W4384009797C136764020 @default.
• W4384009797 hasConceptScore W4384009797C138885662 @default.
• W4384009797 hasConceptScore W4384009797C154945302 @default.
• W4384009797 hasConceptScore W4384009797C177264268 @default.
• W4384009797 hasConceptScore W4384009797C199360897 @default.
• W4384009797 hasConceptScore W4384009797C201995342 @default.
• W4384009797 hasConceptScore W4384009797C2522767166 @default.
• W4384009797 hasConceptScore W4384009797C27206212 @default.

• next