rule exploration

Generalization of attribute exploration to FOL rules via factoring modulo context automorphisms.

Neighborhood — ranked by edge-count

concept

context automorphisms
associated_with
Symmetries of a formal context that can be exploited to reduce computation and derive general rules.
Horn rules
associated_with
Implications with variables, obtained by factoring implications modulo automorphisms.

artifact

Finger Exercises in Formal Concept Analysis (2006 ICCL Summer School)
about
Slide deck tutorial on Formal Concept Analysis by Bernhard Ganter presented at Dresden ICCL Summer School, June/July 2006.

question

Characterize treelike versus-relations! Can this perhaps be done automatically?
associated_with
Central open question in evolutionary tree analysis: find axioms describing versus-relations derived from trees.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Attribute Explorationmethod0.807
Interactive algorithm for discovering complete implicational knowledge by computing stem base and seeking counterexamples.
Epistemic Explorationconcept0.764
Bayes-optimal exploration driven by uncertainty minimization; natural behavior in active inference without handcrafted mechanisms.
Explorations Early Learninginstitute0.737
Organization that created the Theory of Loose Parts V2.0 compilation for Playvolution HQ.
Epistemic Foraging / Explorationconcept0.732
The active sampling of observations to maximize information gain and resolve uncertainty about the environment.
Value Ruleconcept0.730
Spreadsheet-like rule defining how a rectangle's or object's value is computed; enables data-driven behavior across all Playground tools.
Pattern Regulationconcept0.710
Active maintenance and restoration of correct anatomical pattern; central to morphogenesis and regeneration.
Regulationconcept0.708
The overarching problem domain: maintaining desired behavior or stability in dynamic systems through feedback or adaptive intervention.
Dynamic Exploration Incentiveconcept0.707
The property of the pain-belief signal that adapts to environmental changes rather than providing a fixed exploration bonus