Please use this identifier to cite or link to this item:
https://rda.sliit.lk/handle/123456789/1218
Title: | Standalone Application and Chromium Browser Extension-based System for Online Examination Cheating Detection |
Authors: | Kariyawasam, S. Lakshan, A. Liyanage, A. Gimhana, K. Piyawardana, V. Mallawarachchi, Y. |
Keywords: | online examination cheating e-learning image processing audio analysis |
Issue Date: | 9-Dec-2021 |
Publisher: | 2021 3rd International Conference on Advancements in Computing (ICAC), SLIIT |
Abstract: | Educational organizations and institutes that provide services to the public use e-learning frequently than before. The incapacity to evaluate the knowledge acquired is a flaw in education. Due to the current situation, traditional evaluation and examinations are not possible. In a developing country like Sri Lanka, the conduct of online examinations has not been efficient, resulting in cheating at examinations due to vulnerabilities resulting from organizational policies and the difficulty to track down candidates who are prone to cheating, therefore use of facial features for candidate verification and to monitor the background interactions the use of audio and video is taken into consideration with the aid of two cameras; the system mounted camera and a wearable camera containing a microphone allowing audio detection. In this research, we suggest using the training data set generated from individuals to undertake a training approach to improve the robustness for background interactions through audio and video to detect the level of cheating of candidates. |
URI: | http://rda.sliit.lk/handle/123456789/1218 |
ISSN: | 978-1-6654-0862-2/21 |
Appears in Collections: | 3rd International Conference on Advancements in Computing (ICAC) | 2021 Department of Information Technology-Scopes |
Files in This Item:
File | Description | Size | Format | |
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Standalone_Application_and_Chromium_Browser_Extension-based_System_for_Online_Examination_Cheating_Detection.pdf Until 2050-12-31 | 1.46 MB | Adobe PDF | View/Open Request a copy |
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