Knowledge and research mapping of the data and database forensics domains: A bibliometric analysis

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Georgios Chorozidis , Konstantinos Georgiou , Nikolaos Mittas , Lefteris Angelis
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Abstract

The field of digital forensics has undergone rapid development alongside the technological advancements of the latest century. This study focuses in two of its subdomains, namely database forensics and data forensics. Though the concept of a database is relatively old, there is an academic void when it comes to its research compared to different domains in digital forensics. Data forensics has a myriad of applications, however there appears to be a lack of standardization in regards to the field itself throughout the different disciplines of the forensic field. Our main objectives with this study were to identify the prominent trends, uncover research gaps or further research necessity and to provide a high level outline of the selected domains. To fulfill the objectives, we designed and executed a protocol with predefined phases, steps, and activities that all stem from the principles of bibliometric analysis. The findings of the methodological procedure are presented and the research questions are answered in a concise manner. The two domains have considerable growth, given how recently they emerged in literature. However, there are issues present in the current literature that might hinder the future research and might repulse not only the aspiring but also the current professionals of the forensic field. These issues must be resolved in order to make the selected domains less elusive when it comes to cross-domain applications and when new practitioners are concerned.

数据和数据库取证领域的知识和研究图谱:文献计量分析
随着新世纪技术的进步,数字取证领域也经历了快速发展。本研究侧重于其中的两个子领域,即数据库取证和数据取证。虽然数据库的概念相对古老,但与数字取证的不同领域相比,数据库的研究在学术上还是空白。数据取证有无数种应用,但在整个取证领域的不同学科中,该领域本身似乎缺乏标准化。我们进行这项研究的主要目的是确定突出的趋势,发现研究差距或进一步研究的必要性,并提供所选领域的高层次概要。为了实现这些目标,我们设计并执行了一项协议,其中包含预先确定的阶段、步骤和活动,所有这些都源于文献计量学分析的原则。我们以简明扼要的方式介绍了方法论程序的结果并回答了研究问题。鉴于这两个领域是最近才出现在文献中的,因此它们都有了长足的发展。然而,当前文献中存在的一些问题可能会阻碍未来的研究,不仅会让法医领域的有志之士,也会让当前的专业人员感到失望。必须解决这些问题,才能使选定的领域在跨领域应用和新从业人员关注时不那么难以捉摸。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Information and Software Technology
Information and Software Technology 工程技术-计算机:软件工程
CiteScore
9.10
自引率
7.70%
发文量
164
审稿时长
9.6 weeks
期刊介绍: Information and Software Technology is the international archival journal focusing on research and experience that contributes to the improvement of software development practices. The journal''s scope includes methods and techniques to better engineer software and manage its development. Articles submitted for review should have a clear component of software engineering or address ways to improve the engineering and management of software development. Areas covered by the journal include: • Software management, quality and metrics, • Software processes, • Software architecture, modelling, specification, design and programming • Functional and non-functional software requirements • Software testing and verification & validation • Empirical studies of all aspects of engineering and managing software development Short Communications is a new section dedicated to short papers addressing new ideas, controversial opinions, "Negative" results and much more. Read the Guide for authors for more information. The journal encourages and welcomes submissions of systematic literature studies (reviews and maps) within the scope of the journal. Information and Software Technology is the premiere outlet for systematic literature studies in software engineering.
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