Exploring promising vacant technology areas in a technology-oriented company based on bibliometric analysis and visualisation
| Autor: | Dooseob Yun, Inchae Park, Byungun Yoon, Gwangman Park |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Topology mapping
Bibliometric analysis Local outlier factor Computer science Strategy and Management media_common.quotation_subject 05 social sciences Technological convergence Management Science and Operations Research 050905 science studies Data science Visualization Order (exchange) Originality 0502 economics and business 0509 other social sciences Macro 050203 business & management media_common |
| Zdroj: | Technology Analysis & Strategic Management. 31:388-405 |
| ISSN: | 1465-3990 0953-7325 |
| DOI: | 10.1080/09537325.2018.1516864 |
| Popis: | 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 mi... |
| Databáze: | OpenAIRE |
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