Paper Title
The Future of Automated Testing: Understanding User Interactions in Silent UI Demos
Article Identifiers
Authors
Janu M K , Dr. S. Bharathidason
Keywords
AI-powered testing, video analysis, test script generation, mute demos, accessibility, computer vision
Abstract
Traditional automated testing methods struggle with UI demo videos lacking audio cues, limiting their applicability and inclusivity. This paper proposes a novel approach to generate test scripts from mute videos using AI-powered video analysis and text generation tools like Azure AI Video Indexer and Google Video Intelligence AI. We address the knowledge gap by analyzing existing research on video-based test script generation, highlighting limitations with audio reliance. Our proposed method leverages computer vision and textual information extraction to interpret user interactions solely from visual cues. This non-audible approach holds the potential to broaden test script generation applicability, enhance inclusivity for users with hearing impairments, and simplify data processing. We discuss potential challenges and propose future research directions, paving the way for more robust and accessible AI-powered testing solutions.
Downloads
How To Cite (APA)
Janu M K & Dr. S. Bharathidason (March-2024). The Future of Automated Testing: Understanding User Interactions in Silent UI Demos. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(3), c279-c281. https://ijnrd.org/papers/IJNRD2403238.pdf
Issue
Volume 9 Issue 3, March-2024
Pages : c279-c281
Other Publication Details
Paper Reg. ID: IJNRD_215137
Published Paper Id: IJNRD2403238
Downloads: 000121977
Research Area: Computer Science & TechnologyÂ
Country: Chennai, Tamil Nadu, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2403238.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2403238
About Publisher
Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)
ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG
Licence
This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition


Publication Timeline
Article Preview: View Full Paper
Call For Paper
IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.
The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.
Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.
How to submit the paper?
By Our website
Click Here to Submit Paper Online
Important Dates for Current issue
Paper Submission Open For: October 2025
Current Issue: Volume 10 | Issue 10 | October 2025
Impact Factor: 8.76
Last Date for Paper Submission: Till 31-Oct-2025
Notification of Review Result: Within 1-2 Days after Submitting paper.
Publication of Paper: Within 01-02 Days after Submititng documents.
Frequency: Monthly (12 issue Annually).
Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.
Subject Category: Research Area
Call for Paper: More Details