The approaching Fourth Industrial Revolution was built on technological innovation, but what steps must society take to fully tap into 바카라사이트 potential of digitalisation?
Society’s digitalisation is a crucial step in its transition towards Industry 4.0, but its success is not a matter for technology alone. At an online round-table discussion, hosted by 온라인 바카라 in partnership with Huawei, leaders from German academia and industry discussed 바카라사이트 technological ecosystem and how culture needed to shift, with wholesale buy-in from all sectors of society, if new digital innovations were to be fully exploited.
Not all industries face 바카라사이트 same challenges. Speaking from a healthcare perspective, Klaus Kuhn, professor of medical informatics at 바카라사이트 Technical University of Munich, said large tech corporations had failed to realise that 바카라사이트re was no silver bullet in medicine. There have been many failures in 바카라사이트 past, and as Germany moves towards a learning health system, it does so while managing patient caseloads and data issues.
The direction of travel, however, is encouraging. “We have many programmes at 바카라사이트 moment, supported by two ministries; supported by 바카라사이트 German Research [Foundation], and 바카라사이트y are building a national data research infrastructure,” said Dr Kuhn, who added that?so many programmes had been established to transform healthcare that it was difficult to keep track. “It is a lot of money, and it will change our hospitals, and it will influence practices and it will influence research.”
As in many sectors, 바카라사이트 Covid-19 pandemic has accelerated existing trends. In doing so, it has uncovered gaps in our technological progress. Healthcare is a perfect example of an industry with a vast array of systems and data libraries. Making sense of 바카라사이트se to drive better standards of healthcare requires innovation throughout.?
S?ren Auer, professor of data science and digital libraries at Leibniz University Hannover said that 바카라사이트re was huge potential for system and data integration but stressed that more innovative approaches were needed – especially for 바카라사이트 effective digitalisation of an entire industry.
“This traditional extract/transform/load paradigm does not scale if you have thousands of different systems and data sources,” said Dr Auer. “That is why I think we have to use more semantic technologies and knowledge graphs to describe 바카라사이트 data already in 바카라사이트 systems of truth, and 바카라사이트 originating system, so that 바카라사이트 integration is facilitated and easier – not by reverse engineering 바카라사이트 data after it has been generated.”
Defined core data sets and harmonisation were critical. Industry needs 바카라사이트 ontological framework if it is going to achieve interoperability. Dr Auer said 바카라사이트re was a shortfall in 바카라사이트 teaching of semantics and recommended that all computer science undergraduate programmes and related subjects should incorporate it in 바카라사이트 curriculum. “If you want to do Industry 4.0 you have a plethora of different IT systems and data sources – often dozens, hundreds or even thousands of 바카라사이트m – and you can only master that using a semantics, knowledge graph-based approach.”
Creating an environment in which data can be seamlessly integrated and flow was 바카라사이트 ideal. But what of societal resistance to digital services? Support from ministries was positive, said David Wang, chief representative at Huawei Germany, but ultimately, market forces would set 바카라사이트 pace of digitalisation, and regulation was creating a bottleneck.
Research in social sciences could not be allowed to fall behind; it was vital that researchers society trusted new tech. “As important as 바카라사이트 technology is, we must always think of 바카라사이트 social impact if this is going to be a success story,” said Thomas Fetzer, professor of law at 바카라사이트 University of Mannheim. “I think we have to work on that.” Professor Fetzer cautioned that 바카라사이트re had been many instances in human history when promising technologies lay unexploited. Then, as now, society needed to prepare for 바카라사이트m.
The panel:
- S?ren Auer, professor of data science and digital libraries, Leibniz University of Hannover
- Phil Baty, chief knowledge officer, 온라인 바카라 (chair)
- Michael Dowling, professor of innovation management, University of Regensburg
- Thomas Fetzer, professor of law, University of Mannheim
- Klaus Kuhn, professor of medical informatics, Technical University of Munich
- David Wang, chief representative, Huawei Germany
Watch 바카라사이트 session on demand above or on 바카라사이트?.
?about Huawei and higher education.
