Mining Very Long Sequences in Large Databases with PLWAPLong

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Provided by: Association for Computing Machinery
Topic: Big Data
Format: PDF
Position coded Pre-order Linked Web Access Pattern (PLWAP) mining algorithm is one of the existing efficient web sequential pattern mining algorithms, which stores the frequent sequences of the entire sequential database in a compressed tree form with position coded nodes. However, for very long sequences exceeding thirty two nodes, the number of bits an integer position code can hold, the PLWAP algorithm's performance begins to degrade because it employs linked lists to store conjunctions of long position codes and the linked list traversals slow down the algorithm both during tree construction and mining.
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