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Applying digital technologies in technology roadmapping to overcome individual biased assessments
Technovation ( IF 12.5 ) Pub Date : 2021-07-31 , DOI: 10.1016/j.technovation.2021.102364
Anastasia Nazarenko , Konstantin Vishnevskiy , Dirk Meissner , Tugrul Daim

Using digital technologies for technology roadmapping has the advantage of significantly extending the range of information sources used for the roadmap. Thus, a more solid evidence-based foundation for the integrated roadmap is provided, and the risk of biased individual judgements limited. The main challenge of extending the information base lies in processing information and integrating into aggregate indicators for the final roadmap. The revised methodology was pilot tested for a roadmap on the development of artificial intelligence technologies and their applications in a large Russian company. The roadmap is being already used by a large state-owned Russian corporation for strategic and investment decision making and project management including investment priority-setting, identification of technological forks and strategic alternatives, revelation of areas of presence and lack of competence, risk assessment, identification of potential consortia and the potential tasks for them, project expertise, and proactive project search.



中文翻译:

在技​​术路线图中应用数字技术以克服个人偏见评估

将数字技术用于技术路线图具有显着扩展用于路线图的信息源范围的优势。因此,为综合路线图提供了更坚实的循证基础,并限制了有偏见的个人判断的风险。扩展信息库的主要挑战在于处理信息并将其整合到最终路线图的综合指标中。修订后的方法经过试点测试,用于制定人工智能技术开发路线图及其在一家大型俄罗斯公司中的应用。该路线图已被一家大型俄罗斯国有公司用于战略和投资决策以及项目管理,包括投资优先级设定、技术分叉和战略替代方案的识别,

更新日期:2021-08-01
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