A Novel Traffic Analysis for Identifying Search Fields in the Long Tail of Web Sites

 
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Old 02-22-2010
A Novel Traffic Analysis for Identifying Search Fields in the Long Tail of Web Sites

HPL-2010-27 A Novel Traffic Analysis for Identifying Search Fields in the Long Tail of Web Sites - Forman, George; Kirshenbaum, Evan; Rajaram, Shyamsundar
Keyword(s): web data mining, clickstream analysis, machine learning classification, active learning
Abstract: Using a clickstream sample of 2 billion URLs from many thousand volunteer Web users, we wish to analyze typical usage of keyword searches across the Web. In order to do this, we need to be able to determine whether a given URL represents a keyword search and, if so, which field contains the query. A ...
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Plucene::Analysis::PorterStemFilter(3pm)		User Contributed Perl Documentation		  Plucene::Analysis::PorterStemFilter(3pm)

NAME
Plucene::Analysis::PorterStemFilter - Porter stemming on the token stream SYNOPSIS
# isa Plucene::Analysis:::TokenFilter my $token = $porter_stem_filter->next; DESCRIPTION
This class transforms the token stream as per the Porter stemming algorithm. Note: the input to the stemming filter must already be in lower case, so you will need to use LowerCaseFilter or LowerCaseTokenizer farther down the Tokenizer chain in order for this to work properly! The Porter Stemmer implements Porter Algorithm for normalization of English words by stripping their extensions and is used to generalize the searches. For example, the Porter algorithm maps both 'search' and 'searching' (as well as 'searchnessing') to 'search' such that a query for 'search' will also match documents that contains the word 'searching'. Note that the Porter algorithm is specific to the English language and may give unpredictable results for other languages. Also, make sure to use the same analyzer during the indexing and the searching. You can find more information on the Porter algorithm at www.tartarus.org/~martin/PorterStemmer. A nice online demonstration of the Porter algorithm is available at www.scs.carleton.ca/~dquesnel/java/stuff/PorterApplet.html. METHODS
next my $token = $porter_stem_filter->next; Returns the next input token, after being stemmed. perl v5.12.4 2011-08-14 Plucene::Analysis::PorterStemFilter(3pm)