A System for Knowledge Discovery in Big Dynamical Text Collections

What can FCA do for Artificial Intelligence?

Sergei O. Kuznetsov ; Alexey A. Neznanov ; Jonas Poelmans

Others  :  http://ceur-ws.org/Vol-939/paper12.pdf
PID  :  26994

来源: CEUR

【 摘 要 】

Software system Cordiet-FCA is presented, which is designed for knowledge discovery in big dynamic data collections, including texts in natural language. Cordiet-FCA allows one to compose ontology-controlled queries and outputs concept lattice, implication bases, association rules, and other useful concept-based artifacts. Efficient algorithms for data preprocessing, text processing, and visualization of results are discussed. Examples of applying the system to problems of medical diagnostics, criminal investigations are considered.