DESRIST 2025 CFP: Data-Driven Design Science

[Wallace Chipidza]

*TRACK: Data-Driven Design Science*
June 2-4, 2025
Montego Bay, Jamaica

In recent years, data-driven analytics applications have enabled
significant value creation across a wide variety of sectors. Rapid advances
in machine learning and related techniques have simplified the process of
deriving value from data, inviting enquiry from various academic
disciplines. There exists significant potential for broadening the use of
data to informing the design of IT artifacts and for expanding the
application of data-driven analytics to a wider set of application
contexts. Much potential exists for creating data-responsive artifacts,
more personalized solutions for the artifacts’ users, and risk-reducing
artifacts focused on prevention of negative outcomes rather than their
treatment. Example topics of interest for this track are listed below. Work
in data-driven analytics that extends beyond these areas is welcome as well.

   - Using data to streamline or optimize artifact design
   - Creation of artifacts that dynamically learn from data
   - Creation of techniques to reduce complexity of data without
   sacrificing performance
   - Extending existing analytics techniques or creating new methods of
   data analysis
   - Novel applications of data-driven methods across issues in personal,
   organizational, and societal contexts
   - Artifacts that address issues of bias or ethical concerns in analytics
   - Methods for addressing issues of information or data quality
   - Analytics techniques focused on unstructured data
   - Use of ontologies and taxonomies in analytics methods


*Track Co-Chairs*

·   Debra Vander Meer: Florida International University (
debra.vandermeer at fiu.edu)

·    Wallace Chipidza: Claremont Graduate University (
wallace.chipidza at cgu.edu)
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