数字商业领域知识图谱研究综述:系统文献综述

D. I. Sensuse, Alifiannisa Lawami Diar, Sofian Lusa, Damayanti Elisabeth
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引用次数: 0

摘要

越来越多的研究表明,知识图谱受到了学术和专业领域研究者的关注。然而,在数字化商业行业中,知识地图的实施并没有在企业中得到有效的实施,尤其是创业型企业。其主要原因是利益相关者对知识地图概念的理解不足。因此,本研究提供了一个全面的了解知识地图的实施在过去五年间的数字商业行业。本研究将回答知识地图解决了哪些问题,目前使用的工具和技术,以及使用知识地图的障碍和好处。本综述通过结构化的系统文献综述程序进行。它以一份审查议定书声明开始,以对从五个可靠来源获得的先前研究的分析结束。经过几个筛选阶段后,775项研究中只有25项得以保留。研究发现,知识地图主要用于决策目的。尽管知识深度难以统一,但大多数研究都采用了可视化的知识地图和概念图。最后,本研究的结果将有助于利益相关者反思其现有的知识关系结构。本研究也为未来数位商业产业企业透过知识地图来完善现有组织智力资本的研究与专业实务提供方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Overview of Knowledge Mapping in Digital Business Industry: A Systematic Literature Review
The increasing number of studies in the knowledge map shows attention from researchers in academic and professional areas. However, the knowledge map implementation has not effectively implemented in an organization whose business in the digital business industry, especially startup organization. The main reason is the lack of stakeholder's understanding of the knowledge map concept. Thus, this study gives a comprehensive understanding of knowledge map implementation in the digital business industry within the last five years period. The study will answer what problems knowledge map tackled, tools, and techniques used currently, the obstacles and benefits of using a knowledge map. The review was conducted through the structured systematic literature review procedure. It started with a review protocol declaration and ended with an analysis of the prior researches obtained from five credible sources. Only 25 of 775 studies remain after several filtering stages. It is found that a knowledge map is mostly used for decision-making purposes. Most studies adopted a visual knowledge map and concept map, even though it is difficult to align the knowledge depth. In the end, this study's result will help stakeholders to reflect on their existing knowledge relationship structure. This study also offers directions for future research and professional practices in digital business industry firms to perfect their existing organizational intellectual capital through a knowledge map.
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