Matches in SemOpenAlex for { <https://semopenalex.org/work/W3180298456> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3180298456 abstract "Software developers are increasingly using cloud-based services that provide machine learning capabilities to implement `intelligent' features. Studies show that incorporating machine learning into an application increases technical debt, creates data dependencies, and introduces uncertainty due to their non-deterministic behaviour. We know very little about the emotional state of software developers who have to deal with such issues; and the impacts on productivity. This paper presents a preliminary effort to better understand the emotions of developers when experiencing issues with these services with the wider goal of discovering potential service improvements. We conducted a landscape analysis of emotions found in 1,425 Stack Overflow questions about a specific and mature subset of these cloud-based services, namely those that provide computer vision techniques. To speed up the emotion identification process, we trialled an automatic approach using a pre-trained emotion classifier that was specifically trained on Stack Overflow content, EmoTxt, and manually verified its classification results. We found that the identified emotions vary for different types of questions, and a discrepancy exists between automatic and manual emotion analysis due to subjectivity." @default.
- W3180298456 created "2021-07-19" @default.
- W3180298456 creator A5012088137 @default.
- W3180298456 creator A5030486012 @default.
- W3180298456 creator A5069794299 @default.
- W3180298456 creator A5073236186 @default.
- W3180298456 creator A5075031745 @default.
- W3180298456 creator A5082913979 @default.
- W3180298456 date "2021-05-01" @default.
- W3180298456 modified "2023-09-26" @default.
- W3180298456 title "Emotions in Computer Vision Service Q&A" @default.
- W3180298456 cites W1989492805 @default.
- W3180298456 cites W2000471262 @default.
- W3180298456 cites W2053154970 @default.
- W3180298456 cites W2091376853 @default.
- W3180298456 cites W2155243985 @default.
- W3180298456 cites W2164777277 @default.
- W3180298456 cites W2402365003 @default.
- W3180298456 cites W2566691521 @default.
- W3180298456 cites W2727177317 @default.
- W3180298456 cites W2794607770 @default.
- W3180298456 cites W2883590029 @default.
- W3180298456 cites W2963199188 @default.
- W3180298456 cites W2964150337 @default.
- W3180298456 cites W2992625786 @default.
- W3180298456 cites W3010347262 @default.
- W3180298456 cites W3124180615 @default.
- W3180298456 cites W4256441345 @default.
- W3180298456 doi "https://doi.org/10.1109/semotion52567.2021.00011" @default.
- W3180298456 hasPublicationYear "2021" @default.
- W3180298456 type Work @default.
- W3180298456 sameAs 3180298456 @default.
- W3180298456 citedByCount "1" @default.
- W3180298456 countsByYear W31802984562023 @default.
- W3180298456 crossrefType "proceedings-article" @default.
- W3180298456 hasAuthorship W3180298456A5012088137 @default.
- W3180298456 hasAuthorship W3180298456A5030486012 @default.
- W3180298456 hasAuthorship W3180298456A5069794299 @default.
- W3180298456 hasAuthorship W3180298456A5073236186 @default.
- W3180298456 hasAuthorship W3180298456A5075031745 @default.
- W3180298456 hasAuthorship W3180298456A5082913979 @default.
- W3180298456 hasConcept C107457646 @default.
- W3180298456 hasConcept C111919701 @default.
- W3180298456 hasConcept C116834253 @default.
- W3180298456 hasConcept C119857082 @default.
- W3180298456 hasConcept C154945302 @default.
- W3180298456 hasConcept C199360897 @default.
- W3180298456 hasConcept C2777904410 @default.
- W3180298456 hasConcept C41008148 @default.
- W3180298456 hasConcept C59822182 @default.
- W3180298456 hasConcept C79974875 @default.
- W3180298456 hasConcept C86803240 @default.
- W3180298456 hasConcept C95623464 @default.
- W3180298456 hasConcept C98045186 @default.
- W3180298456 hasConceptScore W3180298456C107457646 @default.
- W3180298456 hasConceptScore W3180298456C111919701 @default.
- W3180298456 hasConceptScore W3180298456C116834253 @default.
- W3180298456 hasConceptScore W3180298456C119857082 @default.
- W3180298456 hasConceptScore W3180298456C154945302 @default.
- W3180298456 hasConceptScore W3180298456C199360897 @default.
- W3180298456 hasConceptScore W3180298456C2777904410 @default.
- W3180298456 hasConceptScore W3180298456C41008148 @default.
- W3180298456 hasConceptScore W3180298456C59822182 @default.
- W3180298456 hasConceptScore W3180298456C79974875 @default.
- W3180298456 hasConceptScore W3180298456C86803240 @default.
- W3180298456 hasConceptScore W3180298456C95623464 @default.
- W3180298456 hasConceptScore W3180298456C98045186 @default.
- W3180298456 hasLocation W31802984561 @default.
- W3180298456 hasOpenAccess W3180298456 @default.
- W3180298456 hasPrimaryLocation W31802984561 @default.
- W3180298456 hasRelatedWork W2048509577 @default.
- W3180298456 hasRelatedWork W2383532021 @default.
- W3180298456 hasRelatedWork W2512018286 @default.
- W3180298456 hasRelatedWork W2556319748 @default.
- W3180298456 hasRelatedWork W2891961174 @default.
- W3180298456 hasRelatedWork W2961085424 @default.
- W3180298456 hasRelatedWork W3158264953 @default.
- W3180298456 hasRelatedWork W3200179079 @default.
- W3180298456 hasRelatedWork W4249229055 @default.
- W3180298456 hasRelatedWork W4310989423 @default.
- W3180298456 isParatext "false" @default.
- W3180298456 isRetracted "false" @default.
- W3180298456 magId "3180298456" @default.
- W3180298456 workType "article" @default.