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

Year: 2026

Type: article

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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.18642170

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

Language: English

Topic: Software Testing and Debugging Techniques

Subfield: Software

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7133524673

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