Concept Drift in documents and Formal Concept Analysis
Yutaka Miyazaki, Yuzuru Tanaka · 2010
Formal Concept Analysis (FCA) enables us to extract conceptual information from data and to visualize its structure in a lattice form. Here, we apply FCA to the analysis of a series of documents published periodically, in order to capture drifts of formal concepts occurred in the series by shifting the corresponding formal context as a viewpoint by some constant amount of time little by little. The resulting concept drifts can reflect the change of topics frequently discussed at that time.