Mining unit test cases to synthesize API usage examples
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.1841
Abstract: Software developers study and reuse existing source code to understand how to properly use application programming interfaces (APIs). However, manually finding sufficient and adequate code examples for a given API is a difficult and a… read more here.
Keywords: api usage; mining unit; unit test; synthesize api ... See more keywords
Accelerating API-Based Program Synthesis via API Usage Pattern Mining
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2950232
Abstract: Program Synthesis is an exciting topic in software engineering which aims to generate programs satisfying user intent automatically. Although different approaches have been proposed in program synthesis, only small or domain-specific programs can be generated… read more here.
Keywords: program; synthesis; usage pattern; api based ... See more keywords
API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2023.3252259
Abstract: Developers often need to decide which APIs to use for the functions being implemented. With the ever-growing number of APIs and libraries, it becomes increasingly difficult for developers to find appropriate APIs, indicating the necessity… read more here.
Keywords: view heterogeneous; api usage; graph; multi view ... See more keywords