Data · dataset · 2022
Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics
Listed in ScienceDB
Please cite this dataset as：Huang ZJ, Shao ZQ, Fan GS et al. Community smell occurrence prediction on multi-granularity by developer-oriented features and process metrics.
Description
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 37(1): 1–25 Jan. 2022. DOI 10.1007/s11390-021-1596-01. data.csv in JCST_replication_R1.zip contains features and prediction classes applied to train our machine learners.
Each row represents the features of one developer.2. The .conf files are configurations to perform Codeface4Smells detections. The manual and source code of the tool is available in: github.com/maelstromdat/CodeFace4Smells3.
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The sentiment dataset is available in: ansymore.uantwerpen.be/system/files/uploads/artefacts/alessandro/MSR16/archive3.zip
Links
Where it is published
- DOI doi.org/10.11922/sciencedb.01454 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.11922%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Data management and data science 71%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.11922/sciencedb.01454 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4605 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |