Konferenzbeitrag
Data Science for Social Good: Opportunities and Challenges
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Dokumententyp
Text/Conference Paper
Dateien
Datum
2019
Autor:innen
Zeitschriftentitel
ISSN der Zeitschrift
Bandtitel
Quelle
INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft
Keynote Session
Verlag
Gesellschaft für Informatik e.V.
Zusammenfassung
The value of big data and advanced analytics lies critically in the opportunity to make better decisions and to design better policies. Identifying needs, targeting interventions, and measuring impact are all challenges that can greatly benefit from more quantitative approaches and data-intensive methods. This opportunity is currently stimulating new research lines in academia, new data sharing initiatives in industry, and new programs in the non-profit sector, while also calling for novel crosssector collaborations around data. This talk will reflect on the complex interplay of new data sources, data science methods and algorithmic decisions, discussing selected case studies in the domains of health and mobility, and highlighting opportunities as well as challenges for the generation of public value and social impact.