As the blockchain ecosystem gets more mature many businesses, investors, and entrepreneurs are seeking opportunities on working with blockchain systems and cryptocurrencies. A critical challenge for these actors is to identify the most suitable environment to start or evolve their businesses. In general, the question is to identify which countries are offering the most suitable conditions to host their blockchain-based activities and implement their innovative projects. The Blockchain Readiness Index (BRI) provides a numerical metric (referred to as the blockchain readiness score) in measuring the maturity/readiness levels of a country in adopting blockchain and cryptocurrencies. In doing so, BRI leverages on techniques from information retrieval to algorithmically derive an index ranking for a set of countries. The index considers a range of indicators organized under five pillars: Government Regulation, Research, Technology, Industry, and User Engagement. In this paper, we further extent BRI with the capability of deriving the index - at the country level - even in the presence of missing information for the indicators. In doing so, we are proposing two weighting schemes namely, linear and sigmoid weighting for refining the initial estimates for the indicator values. A classification framework was employed to evaluate the effectiveness of the developed techniques which yielded to a significant classification accuracy.
翻译:随着链链生态系统变得更加成熟,许多企业、投资者和企业家正在寻找与链链系统和加密系统合作的机会。这些行为者面临的一项关键挑战是如何确定最合适的创业或发展其企业的环境。一般来说,问题是确定哪些国家提供了最合适的条件来主办其基于链链的活动和实施创新项目。链链链准备指数(BRI)为衡量一个国家在采用链链和加密时的成熟/准备程度提供了一个数字指标(称为链准备得分)。在这样做时,BRI在信息检索和算法上为一组国家得出指数排名的技术方面的杠杆作用。该指数考虑了在五大支柱(政府监管、研究、技术、工业和用户参与)下的一系列指标。在本文件中,我们进一步将BRI的范围扩大到能够在国家一级得出指数,即使缺乏指标的信息。我们为此提出了两个加权计划,即线性加权和小类加权,以完善指标初步估计的准确性。一个分类框架是用来评估指标的显著的准确性。一个分类框架是用来评估指标的准确性。