Knowledge Graphs in Principle and Practice: Logic and Reasoning [2/8]

Module II: Automated Reasoning & LogicThis module focuses on the logical machinery that ensures internal consistency and enables the inference of new knowledge.The SAT Solver Engine: Mapping high-level Description Logic into the DIMACS CNF format for processing by SAT solvers like CDCL (Conflict-Driven Clause Learning).Hybrid Reasoning: Utilizing Lazy Clause Generation (LCG) to solve bottlenecks when dealing with complex, non-boolean constraints like time or linear arithmetic.