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Big Data Analytics

The Big Data Analytics Research Unit looks at the opportunities offered by analyses of Big Data . Read more about the focus of this research group.

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Digital sensors, the Internet of Things and social platforms are among the phenomena which nowadays generate a constant stream of new data. As the volume of this data increases at an ever-faster pace, more and more use is being made of Big Data analyses, which allow an unprecedented potential to be exploited in many areas of the economy. However, the generation and meaningful use of this wealth of information requires special technologies, approaches and systems. Our Big Data Analytics team tackles various aspects of Big Data with a focus on economic issues.

Special Focus

  • We specialise in the processing of structured and unstructured data generated by new methods and technologies. These include internet search queries, content from websites (job advertisements, invitations to tender, newspapers, prices) and information from social media.
  • Application to economic issues of Big Data methods such as machine learning with deep learning, data mining, natural language processing, time series analysis, etc.
  • Application of Big Data to business cycle research
  • Augmenting official statistics, for example for the labour market
  • Data economics including context-dependent economic analysis of law
  • Examples of current research
  • The Big Data Cooperation Cluster uses a wide range of analytical methods and approaches. In principle, Big Data methods can be applied to all pertinent economic issues. A typical example is the use of text analysis to analyse networks as in the case given here referring to the German players in Covid 19 research.

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All news

75 results
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External Publication
Theories of Harm Because of Data
External Publication 26. February 2024

Theories of Harm Because of Data

Christian Rusche in CPI Antitrust Chronicle

While digital platforms become more and more important for the whole society as well as the economy, regulatory reactions are also discussed and implemented.

IW

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Expertise
Digitalisation of the economy in Germany
Expertise 27. December 2023

Digitalisation Index 2023: Digitalisation of the economy in Germany

Jan Büchel / Dennis Bakalis / Marc Scheufen

The digitalisation of the economy in Germany continues to stagnate in 2023: the digitalisation index score is 108.6 points in 2023 compared to 110.5 points in 2022. After the sharp rise in 2021, the development of digitalisation since then can be described as more of a lateral or sideways movement.

IW

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External Publication
a law and economics assessment on the business model of gatekeepers and business users
External Publication 15. November 2023

The anti‑steering provision of Article 5 (4) of the DMA: a law and economics assessment on the business model of gatekeepers and business users

Christian Rusche / Jeanne Mouton in European Journal of Law and Economics

Data is a success factor for digital platforms and the core of their business model. The rationale behind this is that data allows for improving the matching process between users which creates value for the platform.

IW

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External Publication
Regulating Data Brokers
External Publication 27. October 2023

To share or not to share: Regulating Data Brokers

Jeanne Mouton / Christian Rusche in Competition Policy International

Data has become an increasingly important input in the economy. Hence, data and access to data play an increasingly key role in the global economy and for innovation and are crucial for the competitiveness of companies and the EU economy.

IW

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An Analysis of Employment Effects
IW-Report No. 55 20. October 2023

KI and the Labor Market: An Analysis of Employment Effects

Andrea Hammermann /Roschan Monsef / Oliver Stettes

It has been about ten years since Frey and Osborne's study on the automation risks of occupations in the USA fuelled the debate on the end of work due to digitalisation worldwide. Since then, numerous scientific studies have been published to examine the employment effects of technology such as robotics.

IW

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