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首页> 外文期刊>Technology analysis & strategic management >Exploring promising vacant technology areas in a technology- oriented company based on bibliometric analysis and visualisation
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Exploring promising vacant technology areas in a technology- oriented company based on bibliometric analysis and visualisation

机译：基于文献计量分析和可视化，探索以技术为导向的公司中有前途的空缺技术领域

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摘要

Under technology convergence phenomenon and fast-changing social demands, it is inevitable to collect and analyze a large amount of information in order to determine a vacant technology area that can preempt the market. Thus, this research aims to propose a systematic approach to identifying vacant technology areas by reflecting the technological competitiveness of company. Vacant technology is identified as underdeveloped and undeveloped vacant areas for a firm in both macroscopic and microscopic view by generating a technology level map in a practical view. In addition, vacant technology can be identified as undiscovered vacant areas in a microscopic view by using generative topology mapping (GTM) and local outlier factor (LOF). In a respective view, the promising vacant areas are defined by developing various indicators that represent competitive strength, growth stage, and marketability in both macro and micro level, and novelty indicators that represent originality and marketability in the micro level. The proposed approach is applied to the information & communication technology (ICT) R&D technology classification to validate its usefulness. The results can be used to enhance the practical application of R&D technology planning, understand the current technology level, and perform future technology planning.
机译：在技​​术融合现象和社会需求日新月异的情况下，为了确定一个可以抢占市场的空缺技术领域，不可避免地要收集和分析大量信息。因此，本研究旨在提出一种系统方法，通过反映公司的技术竞争力来确定空缺的技术领域。通过在实用视图中生成技术水平图，从宏观和微观的角度来看，闲置技术被确定为公司的未开发和未开发的闲置区域。此外，通过使用生成拓扑映射（GTM）和局部离群因素（LOF），可以在微观视图中将空置技术识别为未发现的空置区域。从各自的角度来看，有希望的空缺区域是通过制定各种指标来定义的，这些指标在宏观和微观两个层面上都代表竞争实力，增长阶段和可销售性，而新颖性指标在微观上则代表创新性和可销售性。所提出的方法应用于信息和通信技术（ICT）的R＆D技术分类，以验证其有效性。结果可用于增强R＆D技术计划的实际应用，了解当前技术水平以及执行未来的技术计划。

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