To improve understanding of the self-care behavior of elders
living alone, this study analysed real-world data for elder self-care
service by applying Web usage mining methodology, including
association analysis, and interest- and sequence-based representation
schemes in association with Markov models combined with
ART2-enhance K-mean algorithm.