Development of an AI-Driven Model for Advancing Software Engineering Practices
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2025, Vol 13, Issue 1
Abstract
This work introduces the Fuzzy Specification Tree Model (FST), a general-purpose framework designed to enhance AI-assisted software engineering. The paper begins by examining the intricate interplay between software engineering and artificial intelligence (AI), emphasizing how AI technologies are reshaping software development methodologies. Building on a foundation of requirements-driven approaches, the study presents a novel adaptation of classical feature modelling to create a versatile, fuzzy logic-based requirements specification model. This model not only facilitates the definition of functionalities for partially completed software but also supports formal methods for project management, version control, and reuse. By employing separate Fuzzy Specification Trees for requirements and the current state of a project, developers gain a dynamic perspective on project completeness and can leverage AI assistance to prioritize tasks, ensuring efficient progression toward project completion with minimal effort.
Authors and Affiliations
Aylin Güzel , Ahmet Egesoy
Keywords
Related Articles
- EP ID EP755749
- DOI 10.55524/ijircst.2025.13.1.1
- Views 46
- Downloads 0
A Review on Multilevel Approaches for Security in Cloud by Using ABE
Public Key Encryption acts as the basic technique for ABE where it provides one to many encryptions, here, the private key of users & the ciphertext both rely on attributes such that, when the set of the attributes of us...
Automated Waves Files Splitting
The ASS (Automatic Speech Segmentation) Technique is used in this article to segment spontaneous speech into syllable-like units. The segmentation of the acoustic signal into syllabic units is an essential step in the co...
A Password and Least Significant Bit Substitution Based Steganography Technique for Image Hiding
The proposed work introduces an image steganography technique using text-based password that acts as the symmetric key of encryption and decryption. It contains two components, an encoder, and a decoder. An encoder takes...
IoT and Wireless Communications: An Overview
The fundamental premise behind this notion is that the Internet is present all around us in the form of a variety of items or objects such as mobile phones, computers, and everyday goods such as refrigerators, TVs, and s...
Plant Phyto-Chemicals as Plant-Producing Fungal Agents: A Review
Plant fungus destroys vast swaths of agriculture. Fungus has been connected to a number of plant-based illnesses, posing considerable economic challenges. Plant fungus seeks to get beyond the plant's immune system by act...