A Business Process-Centric Approach for LLM-Driven Functional Test Generation

IntelliTest is a hybrid framework designed to bridge the gap between the semantic reasoning of Large Language Models (LLMs) and the logical rigor required for industrial-grade software testing. By combining LLMs with graph-based navigation and combinatorial optimization (Pairwise and BVA), IntelliTest achieves high-fidelity test generation for complex, long-horizon business processes while maintaining context and state continuity.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-14
DOI
https://doi.org/10.5281/zenodo.18642170
Primary Topic
Model-Driven Software Engineering Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

A Business Process-Centric Approach for LLM-Driven Functional Test Generation

Hoang Viet Bui, Tung Son Ngo, Ngoc Hai Le, Thanh Tung Dinh et al.
Zenodo (CERN European Organization for Nuclear Research)
Model-Driven Software Engineering Techniques
article

A Business Process-Centric Approach for LLM-Driven Functional Test Generation

Hoang Viet Bui, Tung Son Ngo, Ngoc Hai Le, Thanh Tung Dinh, Truong Giang Vu, Phu Trong Mai
article en

Abstract

IntelliTest is a hybrid framework designed to bridge the gap between the semantic reasoning of Large Language Models (LLMs) and the logical rigor required for industrial-grade software testing. By combining LLMs with graph-based navigation and combinatorial optimization (Pairwise and BVA), IntelliTest achieves high-fidelity test generation for complex, long-horizon business processes while maintaining context and state continuity.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 46%
Model-Driven Software Engineering Techniques
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