bursts-package {bursts}R Documentation

Markov model for bursty behavior in streams

Description

An implementation of Jon Kleinberg's burst detection algorithm. Uses an infinite Markov model to detect periods of increased activity in a series of discrete events with known times, and provides a simple visualization of the results.

Details

Package: bursts
Type: Package
Version: 1.0
Date: 2012-09-08
License: MIT

The function kleinberg performs the analysis, returing a data frame containing a list of all of the ‘bursts’ and their intensities. The function plot.bursts can be used to display a simple visualization of the hierarchical burst structure.

Author(s)

Jeff Binder

Maintainer: Jeff Binder <extruded@gmail.com>

References

J. Kleinberg. Bursty and Hierarchical Structure in Streams. Proc. 8th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 2002.

http://www.cs.cornell.edu/home/kleinber/kdd02.html


[Package bursts version 1.0-1 Index]