Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297802021> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4297802021 abstract "Intelligent services are becoming increasingly more pervasive; application developers want to leverage the latest advances in areas such as computer vision to provide new services and products to users, and large technology firms enable this via RESTful APIs. While such APIs promise an easy-to-integrate on-demand machine intelligence, their current design, documentation and developer interface hides much of the underlying machine learning techniques that power them. Such APIs look and feel like conventional APIs but abstract away data-driven probabilistic behaviour - the implications of a developer treating these APIs in the same way as other, traditional cloud services, such as cloud storage, is of concern. The objective of this study is to determine the various pain-points developers face when implementing systems that rely on the most mature of these intelligent services, specifically those that provide computer vision. We use Stack Overflow to mine indications of the frustrations that developers appear to face when using computer vision services, classifying their questions against two recent classification taxonomies (documentation-related and general questions). We find that, unlike mature fields like mobile development, there is a contrast in the types of questions asked by developers. These indicate a shallow understanding of the underlying technology that empower such systems. We discuss several implications of these findings via the lens of learning taxonomies to suggest how the software engineering community can improve these services and comment on the nature by which developers use them." @default.
- W4297802021 created "2022-10-01" @default.
- W4297802021 creator A5030486012 @default.
- W4297802021 creator A5054704542 @default.
- W4297802021 creator A5068173669 @default.
- W4297802021 creator A5075031745 @default.
- W4297802021 creator A5082913979 @default.
- W4297802021 date "2020-01-27" @default.
- W4297802021 modified "2023-10-18" @default.
- W4297802021 title "Interpreting Cloud Computer Vision Pain-Points: A Mining Study of Stack Overflow" @default.
- W4297802021 doi "https://doi.org/10.48550/arxiv.2001.10130" @default.
- W4297802021 hasPublicationYear "2020" @default.
- W4297802021 type Work @default.
- W4297802021 citedByCount "0" @default.
- W4297802021 crossrefType "posted-content" @default.
- W4297802021 hasAuthorship W4297802021A5030486012 @default.
- W4297802021 hasAuthorship W4297802021A5054704542 @default.
- W4297802021 hasAuthorship W4297802021A5068173669 @default.
- W4297802021 hasAuthorship W4297802021A5075031745 @default.
- W4297802021 hasAuthorship W4297802021A5082913979 @default.
- W4297802021 hasBestOaLocation W42978020211 @default.
- W4297802021 hasConcept C111919701 @default.
- W4297802021 hasConcept C136764020 @default.
- W4297802021 hasConcept C153083717 @default.
- W4297802021 hasConcept C154945302 @default.
- W4297802021 hasConcept C199360897 @default.
- W4297802021 hasConcept C2522767166 @default.
- W4297802021 hasConcept C2777904410 @default.
- W4297802021 hasConcept C35578498 @default.
- W4297802021 hasConcept C38652104 @default.
- W4297802021 hasConcept C41008148 @default.
- W4297802021 hasConcept C49774154 @default.
- W4297802021 hasConcept C542858634 @default.
- W4297802021 hasConcept C56666940 @default.
- W4297802021 hasConcept C79974875 @default.
- W4297802021 hasConceptScore W4297802021C111919701 @default.
- W4297802021 hasConceptScore W4297802021C136764020 @default.
- W4297802021 hasConceptScore W4297802021C153083717 @default.
- W4297802021 hasConceptScore W4297802021C154945302 @default.
- W4297802021 hasConceptScore W4297802021C199360897 @default.
- W4297802021 hasConceptScore W4297802021C2522767166 @default.
- W4297802021 hasConceptScore W4297802021C2777904410 @default.
- W4297802021 hasConceptScore W4297802021C35578498 @default.
- W4297802021 hasConceptScore W4297802021C38652104 @default.
- W4297802021 hasConceptScore W4297802021C41008148 @default.
- W4297802021 hasConceptScore W4297802021C49774154 @default.
- W4297802021 hasConceptScore W4297802021C542858634 @default.
- W4297802021 hasConceptScore W4297802021C56666940 @default.
- W4297802021 hasConceptScore W4297802021C79974875 @default.
- W4297802021 hasLocation W42978020211 @default.
- W4297802021 hasOpenAccess W4297802021 @default.
- W4297802021 hasPrimaryLocation W42978020211 @default.
- W4297802021 hasRelatedWork W2262976974 @default.
- W4297802021 hasRelatedWork W2347547156 @default.
- W4297802021 hasRelatedWork W2401638833 @default.
- W4297802021 hasRelatedWork W2479508382 @default.
- W4297802021 hasRelatedWork W2804912624 @default.
- W4297802021 hasRelatedWork W3005458228 @default.
- W4297802021 hasRelatedWork W3039926016 @default.
- W4297802021 hasRelatedWork W763482436 @default.
- W4297802021 hasRelatedWork W948396415 @default.
- W4297802021 hasRelatedWork W3154033705 @default.
- W4297802021 isParatext "false" @default.
- W4297802021 isRetracted "false" @default.
- W4297802021 workType "article" @default.