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Published in:
2009 | OriginalPaper | Chapter
Converting between Various Sequence Representations
Authors : Gilbert Ritschard, Alexis Gabadinho, Matthias Studer, Nicolas S. Müller
Published in: Advances in Data Management
Publisher: Springer Berlin Heidelberg
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This chapter is concerned with the organization of categorical sequence data. We first build a typology of sequences distinguishing for example between chronological sequences and sequences without time content. This permits to identify the kind of information that the data organization should preserve. Focusing then mainly on chronological sequences, we discuss the advantages and limits of different ways of representing time stamped event and state sequence data and present solutions for automatically converting between various formats, e.g., between horizontal and vertical presentations but also from state sequences into event sequences and reciprocally. Special attention is also drawn to the handling of missing values in these conversion processes.