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Integrating Human-Computer Interaction and Software Engineering for Enhanced Usability Using Support Vector Machines

Integrating Human-Computer Interaction Software Engineering is a M.Tech project topic for Computer Science & Engineering. Explore the IEEE-style…

Integrating Human-Computer Interaction Software Engineering is a M.Tech project topic for Computer Science & Engineering. It gives students a clear starting point for research, implementation planning, and documentation.

Integrating Human-Computer Interaction Software Engineering Project Details

Abstract

Traditional software engineering methods often focus on functional requirements more than user experience, so the resulting systems may not be usable. To fix this, the research looks at a framework that brings Human-Computer Interaction (HCI) ideas into the software development process. The main method uses iterative prototyping, constant user feedback, and usability testing. During testing, interaction data is fed into a Support Vector Machine (SVM) model, which predicts and models user satisfaction. By finding the main factors that affect usability, the SVM approach gives developers clear guidance to match software behavior with what users expect. The paper says this machine‑learning integration improves usability, but the abstract does not give details

about the data set or the exact feature‑engineering steps. Fried Engineers provides research direction, methodology structure, and implementation help so M.Tech students can simulate the predictive framework, work with interaction data, and assess SVM classification performance for usability engineering.

Reference Paper Integrating Human-Computer Interaction and Software Engineering for Enhanced Usability Using Support Vector Machines
Domain Computer Science & Engineering
Sub-Domain Software Engineering / Human-Computer Interaction
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