Digital Archiving of Learner’s Credentials Using Discrete Cosine Transform Algorithm

Leilanie Ann F. Francisco
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Abstract

Digital archiving has revolutionized the preservation and accessibility of handling different forms of data in the digital age. This study investigates the efficacy of storing and retrieving submitted documents using Full-Text Indexing and Boolean Search for searching and retrieval of documents uploaded and Discrete Cosine Transform (DCT) algorithm for the context of image compression evaluated using ISO 25010 standard and user acceptability test. Through a comparative analysis from a series of related studies, this research study identifies common challenges, innovative approaches and algorithms in digital archiving useful in automated storage and retrieval. Unified process model that includes use case diagram, sequence diagram and activity diagram were adapted for requirement analysis while black box testing and white box for testing operation. ISO 25010 standard and user acceptability test were utilized for system evaluation where respondents were chosen through purposive sampling technique. Respondents were the target end users with the participation of IT practitioners who are knowledgeable enough in system development and the system’s full functionality. Results show that this study solves the underlying problems on storage and retrieval, thus limiting duplication of submitted documents. Findings highlight that functional suitability, reliability, portability, usability, performance efficiency, security, compatibility and maintainability of the system conforms to the ISO 25010 standard, easing the burden in handling documents submission and easily retrieving it.
使用离散余弦变换算法对学员证书进行数字化存档
数字存档彻底改变了数字时代不同形式数据的保存和访问。本研究调查了使用全文索引和布尔搜索对上传文件进行搜索和检索,以及使用离散余弦变换(DCT)算法对图像压缩进行存储和检索的功效,并使用 ISO 25010 标准和用户可接受性测试进行了评估。通过对一系列相关研究的比较分析,本研究确定了数字存档在自动存储和检索方面所面临的共同挑战、创新方法和算法。统一流程模型包括用例图、顺序图和活动图,用于需求分析,同时进行黑盒测试和白盒测试操作。系统评估采用了 ISO 25010 标准和用户可接受性测试,通过有目的的抽样技术选择受访者。受访者是目标最终用户,同时也有对系统开发和系统全部功能有足够了解的 IT 从业人员参与。结果表明,这项研究解决了存储和检索方面的根本问题,从而限制了提交文件的重复。研究结果突出表明,该系统的功能适用性、可靠性、可移植性、可用性、性能效率、安全性、兼容性和可维护性均符合 ISO 25010 标准,减轻了处理文件提交和轻松检索文件的负担。
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