Exploring Sequential Data

  • Gilbert Ritschard
Conference paper

DOI: 10.1007/978-3-642-33492-4_3

Volume 7569 of the book series Lecture Notes in Computer Science (LNCS)
Cite this paper as:
Ritschard G. (2012) Exploring Sequential Data. In: Ganascia JG., Lenca P., Petit JM. (eds) Discovery Science. DS 2012. Lecture Notes in Computer Science, vol 7569. Springer, Berlin, Heidelberg

Abstract

The tutorial is devoted to categorical sequence data describing for instance the successive buys of customers, working states of devices, visited web pages, or professional careers. Addressed topics include the rendering of state and event sequences, longitudinal characteristics of sequences, measuring pairwise dissimilarities and dissimilarity-based analysis of sequence data such as clustering, representative sequences, and regression trees. The tutorial also provides a short introduction to the practice of sequence analysis with the TraMineR R-package.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Gilbert Ritschard
    • 1
  1. 1.NCCR LIVES and Institute for Demographic and Life Course StudiesUniversity of GenevaGeneva 4Switzerland