Mining top-k sequential patterns in transaction database graphs

In many real world networks, a vertex is usually associated with a transaction database that comprehensively describes the behaviour of the vertex. A typical example is a social network, where the behaviours of every user are depicted by a transaction database that stores her daily posted contents. Specifically, a transaction database consists of a collection of transactions, where each transaction corresponds to a piece of tweet. For each …