MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing

While a recent study reveals that many developer-written test cases can encode a reusable Metamorphic Relation (MR), over 70% of them directly hard-code the source input and follow-up input in the encoded relation. Such encoded MRs, which do not contain an explicit input transformation to transform the source inputs to corresponding follow-up inputs, cannot be reused with new source inputs to enhance test adequacy.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3691620.3696020
Citations
6
Primary Topic
Software Testing and Debugging Techniques
Type
article
Field-Weighted Citation Impact
2.91

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing

Hengcheng Zhu, Shing-Chi Cheung, Jiarong Wu, Jialun Cao et al.
6 citations
Software Testing and Debugging Techniques
2.91
article

MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing

Hengcheng Zhu, Shing-Chi Cheung, Jiarong Wu, Jialun Cao, Valerio Terragni, Songqiang Chen, Congying Xu
article en
6 citations

Abstract

While a recent study reveals that many developer-written test cases can encode a reusable Metamorphic Relation (MR), over 70% of them directly hard-code the source input and follow-up input in the encoded relation. Such encoded MRs, which do not contain an explicit input transformation to transform the source inputs to corresponding follow-up inputs, cannot be reused with new source inputs to enhance test adequacy.

University of Auckland (NZ), Hong Kong University of Science and Technology (HK), Guangzhou HKUST Fok Ying Tung Research Institute (CN)
National Science Foundation, National Natural Science Foundation of China
Openalex Percentile: Top 7%
Software Testing and Debugging Techniques
2.91
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing — Hengcheng Zhu, Shing-Chi Cheung, et al. · (2024) | TGRS Research Map | TGRS