Matches in SemOpenAlex for { <https://semopenalex.org/work/W2793818981> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2793818981 abstract "Background: Mining Software Process (MSP) helps distill important information about software process enactment from software data repositories. An increasing amount of research effort is being dedicated to MSP. These studies differ in various aspects (e.g., topics, data, and techniques) of MSP. Objective: We aim to study the state of the art on MSP from following aspects, i.e., research topics, data sources, data types, mining techniques, and mining tools. Method: We conducted a systematic mapping study on the research relevant to MSP at both microprocess and macroprocess levels. Results: Our mapping study identified 40 relevant studies that can be grouped into microprocess and macroprocess levels. The identified mining techniques have been mapped onto the associated mining tools that fall into four types. Driven by the three research questions which represented in a meta-model, the findings revealed the correlations among the research topics, data sources, data types, mining techniques, and mining tools. Conclusion: It is observed that in order to discover the software process model or map, the main data source is from industrial project. Current mining techniques for microprocess research are mostly business process mining or sequence mining techniques used to recover descriptive software process. In addition, various machine learning algorithms and novel proposed methods are used to improve the accuracy of macroprocess level factors (e.g., software effort estimation)." @default.
- W2793818981 created "2018-03-29" @default.
- W2793818981 creator A5000753987 @default.
- W2793818981 creator A5031585939 @default.
- W2793818981 creator A5047755635 @default.
- W2793818981 creator A5058693284 @default.
- W2793818981 creator A5066733104 @default.
- W2793818981 creator A5081938201 @default.
- W2793818981 date "2017-12-01" @default.
- W2793818981 modified "2023-10-16" @default.
- W2793818981 title "A Mapping Study on Mining Software Process" @default.
- W2793818981 cites W1942989796 @default.
- W2793818981 cites W1969939902 @default.
- W2793818981 cites W1981194367 @default.
- W2793818981 cites W2004865374 @default.
- W2793818981 cites W2006862253 @default.
- W2793818981 cites W2008365184 @default.
- W2793818981 cites W2012597977 @default.
- W2793818981 cites W2061849358 @default.
- W2793818981 cites W2096998948 @default.
- W2793818981 cites W2100175929 @default.
- W2793818981 cites W2112287338 @default.
- W2793818981 cites W2133933998 @default.
- W2793818981 cites W2140560937 @default.
- W2793818981 cites W2238017232 @default.
- W2793818981 cites W2404458847 @default.
- W2793818981 cites W2963815179 @default.
- W2793818981 cites W4230145224 @default.
- W2793818981 doi "https://doi.org/10.1109/apsec.2017.11" @default.
- W2793818981 hasPublicationYear "2017" @default.
- W2793818981 type Work @default.
- W2793818981 sameAs 2793818981 @default.
- W2793818981 citedByCount "4" @default.
- W2793818981 countsByYear W27938189812018 @default.
- W2793818981 countsByYear W27938189812019 @default.
- W2793818981 countsByYear W27938189812021 @default.
- W2793818981 crossrefType "proceedings-article" @default.
- W2793818981 hasAuthorship W2793818981A5000753987 @default.
- W2793818981 hasAuthorship W2793818981A5031585939 @default.
- W2793818981 hasAuthorship W2793818981A5047755635 @default.
- W2793818981 hasAuthorship W2793818981A5058693284 @default.
- W2793818981 hasAuthorship W2793818981A5066733104 @default.
- W2793818981 hasAuthorship W2793818981A5081938201 @default.
- W2793818981 hasConcept C115903868 @default.
- W2793818981 hasConcept C124101348 @default.
- W2793818981 hasConcept C124670913 @default.
- W2793818981 hasConcept C127413603 @default.
- W2793818981 hasConcept C174998907 @default.
- W2793818981 hasConcept C199360897 @default.
- W2793818981 hasConcept C207505557 @default.
- W2793818981 hasConcept C21547014 @default.
- W2793818981 hasConcept C2522767166 @default.
- W2793818981 hasConcept C41008148 @default.
- W2793818981 hasConcept C85345410 @default.
- W2793818981 hasConcept C98045186 @default.
- W2793818981 hasConceptScore W2793818981C115903868 @default.
- W2793818981 hasConceptScore W2793818981C124101348 @default.
- W2793818981 hasConceptScore W2793818981C124670913 @default.
- W2793818981 hasConceptScore W2793818981C127413603 @default.
- W2793818981 hasConceptScore W2793818981C174998907 @default.
- W2793818981 hasConceptScore W2793818981C199360897 @default.
- W2793818981 hasConceptScore W2793818981C207505557 @default.
- W2793818981 hasConceptScore W2793818981C21547014 @default.
- W2793818981 hasConceptScore W2793818981C2522767166 @default.
- W2793818981 hasConceptScore W2793818981C41008148 @default.
- W2793818981 hasConceptScore W2793818981C85345410 @default.
- W2793818981 hasConceptScore W2793818981C98045186 @default.
- W2793818981 hasLocation W27938189811 @default.
- W2793818981 hasOpenAccess W2793818981 @default.
- W2793818981 hasPrimaryLocation W27938189811 @default.
- W2793818981 hasRelatedWork W2133984821 @default.
- W2793818981 hasRelatedWork W2163397365 @default.
- W2793818981 hasRelatedWork W2395393533 @default.
- W2793818981 hasRelatedWork W2783964355 @default.
- W2793818981 hasRelatedWork W2953829836 @default.
- W2793818981 hasRelatedWork W3086687885 @default.
- W2793818981 hasRelatedWork W3088903681 @default.
- W2793818981 hasRelatedWork W3093672812 @default.
- W2793818981 hasRelatedWork W4318348367 @default.
- W2793818981 hasRelatedWork W4322505129 @default.
- W2793818981 isParatext "false" @default.
- W2793818981 isRetracted "false" @default.
- W2793818981 magId "2793818981" @default.
- W2793818981 workType "article" @default.