Matches in SemOpenAlex for { <https://semopenalex.org/work/W3159535460> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W3159535460 abstract "In order to ensure code quality, it’s necessary to construct portraits for developers, which could analyze their behavior to provide personalized programming suggestions. However, most of the existing developer portrait algorithms only use global features and ignore local features extracted from log texts, which leads to the lack of comprehensive personality analysis. To solve this problem, the proposed method proposes a novel developer portrait model, which could describe developers’ programming styles more accurately with both global and local information extracted from texts. The proposed model firstly collects the log data produced in the process of continuous integration development. Afterwards, the proposed method proposes the personality portrait model based on BERT-Capsule network, which successfully combines global semantic features and local emotional features. The experimental results show that the proposed BERT-Capsule model can effectively extract the contextual information and the local emotional information of the text, thus improving classification performance of the developer portrait model." @default.
- W3159535460 created "2021-05-10" @default.
- W3159535460 creator A5042827012 @default.
- W3159535460 creator A5053703016 @default.
- W3159535460 creator A5076465116 @default.
- W3159535460 date "2020-12-01" @default.
- W3159535460 modified "2023-09-26" @default.
- W3159535460 title "A Novel Developer Portrait Model based on Bert-Capsule Network" @default.
- W3159535460 cites W1587718046 @default.
- W3159535460 cites W1832693441 @default.
- W3159535460 cites W1903570595 @default.
- W3159535460 cites W1935117116 @default.
- W3159535460 cites W2123290163 @default.
- W3159535460 cites W2400745442 @default.
- W3159535460 cites W2569656908 @default.
- W3159535460 cites W2578385341 @default.
- W3159535460 cites W2783806755 @default.
- W3159535460 cites W2900818277 @default.
- W3159535460 cites W2911869788 @default.
- W3159535460 cites W2913970727 @default.
- W3159535460 cites W2962853356 @default.
- W3159535460 cites W3001393655 @default.
- W3159535460 cites W3005912525 @default.
- W3159535460 cites W3016351519 @default.
- W3159535460 cites W3034190797 @default.
- W3159535460 cites W3081047094 @default.
- W3159535460 doi "https://doi.org/10.1109/hpcc-smartcity-dss50907.2020.00158" @default.
- W3159535460 hasPublicationYear "2020" @default.
- W3159535460 type Work @default.
- W3159535460 sameAs 3159535460 @default.
- W3159535460 citedByCount "0" @default.
- W3159535460 crossrefType "proceedings-article" @default.
- W3159535460 hasAuthorship W3159535460A5042827012 @default.
- W3159535460 hasAuthorship W3159535460A5053703016 @default.
- W3159535460 hasAuthorship W3159535460A5076465116 @default.
- W3159535460 hasConcept C119857082 @default.
- W3159535460 hasConcept C124101348 @default.
- W3159535460 hasConcept C142362112 @default.
- W3159535460 hasConcept C154945302 @default.
- W3159535460 hasConcept C162462552 @default.
- W3159535460 hasConcept C177264268 @default.
- W3159535460 hasConcept C199360897 @default.
- W3159535460 hasConcept C2776760102 @default.
- W3159535460 hasConcept C2780801425 @default.
- W3159535460 hasConcept C41008148 @default.
- W3159535460 hasConcept C52119013 @default.
- W3159535460 hasConcept C98045186 @default.
- W3159535460 hasConceptScore W3159535460C119857082 @default.
- W3159535460 hasConceptScore W3159535460C124101348 @default.
- W3159535460 hasConceptScore W3159535460C142362112 @default.
- W3159535460 hasConceptScore W3159535460C154945302 @default.
- W3159535460 hasConceptScore W3159535460C162462552 @default.
- W3159535460 hasConceptScore W3159535460C177264268 @default.
- W3159535460 hasConceptScore W3159535460C199360897 @default.
- W3159535460 hasConceptScore W3159535460C2776760102 @default.
- W3159535460 hasConceptScore W3159535460C2780801425 @default.
- W3159535460 hasConceptScore W3159535460C41008148 @default.
- W3159535460 hasConceptScore W3159535460C52119013 @default.
- W3159535460 hasConceptScore W3159535460C98045186 @default.
- W3159535460 hasLocation W31595354601 @default.
- W3159535460 hasOpenAccess W3159535460 @default.
- W3159535460 hasPrimaryLocation W31595354601 @default.
- W3159535460 hasRelatedWork W10015831 @default.
- W3159535460 hasRelatedWork W10047719 @default.
- W3159535460 hasRelatedWork W10166270 @default.
- W3159535460 hasRelatedWork W12291563 @default.
- W3159535460 hasRelatedWork W12803709 @default.
- W3159535460 hasRelatedWork W1807198 @default.
- W3159535460 hasRelatedWork W193554 @default.
- W3159535460 hasRelatedWork W3094435 @default.
- W3159535460 hasRelatedWork W4049984 @default.
- W3159535460 hasRelatedWork W4630997 @default.
- W3159535460 isParatext "false" @default.
- W3159535460 isRetracted "false" @default.
- W3159535460 magId "3159535460" @default.
- W3159535460 workType "article" @default.