Car navigation systems are discussed in this study in terms of knowledge discovery, data mining and data quality. Since data, information and knowledge are inseparable levels of human cognition, integration of these methods aids to understand the real-world patterns for car navigation systems and add value. The car navigation system is multi-purpose, multi-scale, multi-temporal and varying user...