Improving Systematic Literature Review with Automation and Bibliometrics

Nonthapat Pulsiri, Ronald Vatananan-Thesenvitz
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引用次数: 23

Abstract

The foundation of a good research paper is the literature review. But with the vast amount of research papers available today it has become more challenging to search and screen for appropriate papers to include in the review. This paper has analyzed different approaches to a literature review and explains the evolution from the traditional literature review to a more modern systematic literature review. The systematic literature review (SLR) can be classified into four key stages: Planning, Conducting, Analysis & Synthesis, and Reporting. The purpose of this paper is to propose a modified SLR process that includes automation and bibliometrics. Automation is a method that can operationalize the manual tasks of the SLR by using specific tools and computer systems. Bibliometrics is a method to analyze the bibliographic data of published literature to provide an overview of the body of knowledge for a given field of inquiry. The proposed modified SLR process improves the previous versions that rely only on manual search and extraction, by combining the strength of both methods and integrating them into the stages of the SLR process. This addition to the traditional SLR will facilitate the process to produce a faster and more effective Literature review.
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用自动化和文献计量学改进系统文献综述
一篇好的研究论文的基础是文献综述。但是随着今天大量的研究论文的出现,搜索和筛选合适的论文纳入综述变得更加具有挑战性。本文分析了文献综述的不同方法,阐述了从传统文献综述到更现代的系统文献综述的演变过程。系统文献综述(SLR)可分为四个关键阶段:计划、实施、分析与综合和报告。本文的目的是提出一个改进的单反过程,包括自动化和文献计量学。自动化是一种通过使用特定的工具和计算机系统来操作单反相机手动任务的方法。文献计量学是一种分析已发表文献的书目数据的方法,旨在为特定的研究领域提供知识体系的概述。提出的改进单反流程改进了以前仅依赖人工搜索和提取的版本,将两种方法的优势结合起来,并将它们集成到单反流程的各个阶段。在传统单反的基础上增加这一功能将有助于更快、更有效地进行文献综述。
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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