SoBigData RI Preparatory Phase Project

因此，大数据研究所及其工具和服务，通过一个设计和执行大规模数据科学和社会挖掘实验的平台，授权研究人员和创新者，向不同背景的用户开放，可以在云上访问（符合EOSC指南），也可以利用超级计算设施。因此，通过推动FAIR（可查找、可访问、可互操作）和FACT（公平、负责、保密和透明）原则，大数据RI将使非数据科学家领域的专家更有效地设计、调整和重复社会挖掘实验。因此，大数据RI将从多个角度来定位资源：基础设施和在线服务开发商；大数据分析和人工智能；以模拟社会现象为重点的复杂系统；数据保护的伦理、法律、社会经济和文化方面（由HLEG-AI定义）；保护隐私的技术。因此，大数据研究所PPP将推动我们的研究所从简单地意识到社会挖掘中的道德和法律挑战，发展具体的工具，通过价值敏感的设计来实施道德，将隐私保护、公平、透明和多元化的价值观和规范纳入其中。

So Bigdata RI, with its tools and services, empowers researchers and innovators through a platform for the design and execution of large-scale data science and social mining experiments, open to users with diverse backgrounds, accessible on cloud (aligned with EOSC guidelines), and also exploiting supercomputing facilities. So Bigdata RI will render social mining experiments more efficiently designed, adjusted, and repeatable by non-data scientists' domain experts by pushing the FAIR (Findable, Accessible, Interoperable) and FACT (Fair, Accountable, Confidential and Transparent) principles. So Bigdata RI will orient resources from multiple perspectives: infrastructures and online services developers; big data analytics and AI; complex systems focussed on modelling social phenomena; ELSEC (Ethical, Legal, Socioeconomic and Cultural) aspects of data protection (as defined by the HLEG-AI); privacy-preserving techniques. So Bigdata RI PPP will move our RI forward from the simple awareness of ethical and legal challenges in social mining to the development of concrete tools that operationalize ethics with value-sensitive design, incorporating values and norms for privacy protection, fairness, transparency, and pluralism.