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Professorship for Information Systems, in particular Data Science

Organisational unit: Professoship

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Organisation profile

The Business Informatics working group, in particular Data Science, headed by Prof Dr Burkhardt Funk, is dedicated to the development and application of data-driven methods for decision support in companies and public institutions.

Main research areas

The research focus lies on the use of data science and machine learning to analyse large amounts of data in order to optimise processes and decisions. A central topic is the development of intelligent systems that support decisions through data-based predictions. Fields of application include healthcare and various operational functions (e.g. marketing, accounting). We have developed approaches for predicting the effectiveness and personalisation of healthcare interventions, methods for extracting knowledge from documents (business documents, scientific papers) and for optimal budget allocation in marketing.

Publications (144)

The promise and challenges of computer mouse trajectories in DMHIs – A feasibility study on pre-treatment dropout predictions

Research output: Journal contributions › Journal articles › Research › peer-review

Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT)

Research output: Journal contributions › Journal articles › Research › peer-review

Construct relation extraction from scientific papers: Is it automatable yet?

Research output: Contributions to collected editions/works › Published abstract in conference proceedings › Research › peer-review

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Projects (28)

KI-basierte Extraktion von Rechnungspositionen

Project: Research

DigiTaL - Teilprojekt 07: DATAxtended – Implementierung eines Konzepts zum Ausbau von Data Literacy Kompetenzen im Bachelor-Komplementärstudium

Project: Teaching

Sustainable information logistics for digital contact tracing of infectious diseases

Project: Research

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Activities (37)

Developing an ontology for data science projects to facilitate the design process of a canvas

Activity: Talk or presentation › Conference Presentations › Research

Fakultät MT allgemein (Organisational unit)

Activity: Membership › Leuphana academic councils and committees › Leuphana Academic Committees

„DATAx revised. Die Vermittlung digitaler Kompetenz im Leuphana Semester unter Berücksichtigung von Gender- und Diversityaspekten“

Activity: Talk or presentation › Conference Presentations › Transfer

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Most downloaded publications

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Recently viewed

Publications

  1. Die programmatische Orientierung des Museums
  2. The Oxford Handbook of Political Executives
  3. Das Ganze: von ästhetischer Vorstellung zur existenziellen Realität
  4. Zwischen Aufbruch und Revolte
  5. Popmusik-Vermittlung zwischen Schule, Universität und Beruf
  6. E-Learning in PE-Teacher Education - Blended learning as a promising alternative to conventional academic teaching for sport pedagogy?
  7. Yellow submarine
  8. § 54 Sammler, Beförderer, Händler und Makler von gefährlichen Abfällen
  9. Das Prinzip des Integrativen Gendering und Diversity - Ausgangspunkt und Entwicklungspfade
  10. Strategisches Logistikmanagement
  11. Silvio Huonder
  12. Organic matter priming by invasive plants depends on dominant mycorrhizal association
  13. Institutionelle Logik im Wandel: Managementmodelle als Innovation in der Gesundheitsversorgung
  14. Die Wertschöpfungskette der Lebensmittelindustrie als Resonanzraum
  15. Wozu Auflösung ?