WPs
SmartFCA is divided into five workpackages:
• WP1
(resp. K. Bertet, A. Napoli)
Foundational support for a library of FCA algorithms
- Design of a library of FCA algorithmic and interoperable components
- Design of pattern structure components for complex data
- Study of FCA extensions, pattern structures and related formalisms (subgroup discovery, exceptional model mining)
• WP2
(resp. F. Le Ber, S. Ferré)
Foundations, algorithms and methodology of relational extensions of FCA
- Study of complementary approaches (RCA and Graph-FCA)
- Design of new integrated approaches unifying Pattern Structures and the relational paradigm
- Algorithms and Design of an interface for guiding domain experts with Graph-FCA, RCA, and Pattern Structures
• WP3
(resp. M. Huchard, C.Demko)
Centralizing platform (micro-services architecture, REST-ful APIs)
- Design of a global architecture and data exchange formats
- Atomic services for data access and FCA calculation
- Services developed in WP1, WP2 and WP4
- Facilitate the building of web and standalone applications
• WP4
(resp. M. Kaytoue, P. Martin)
The variety of partner use cases will serve as the experimental ground for designing the steps and the procedures supporting a common methodology. The specific use cases will be studied and a user manual will be prepared.
• WP5
(resp. M. Huchard)
Project supervision, management and dissemination.