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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KinoSearch1::Analysis::TokenBatch(3pm)			User Contributed Perl Documentation		    KinoSearch1::Analysis::TokenBatch(3pm)

Add many tokens to the batch, by supplying the string to be tokenized, and arrays of token starts and token ends (specified in bytes).

NAME
KinoSearch1::Analysis::TokenBatch - a collection of tokens SYNOPSIS
while ( $batch->next ) { $batch->set_text( lc( $batch->get_text ) ); } EXPERIMENTAL API
TokenBatch's API should be considered experimental and is likely to change. DESCRIPTION
A TokenBatch is a collection of Tokens which you can add to, then iterate over. METHODS
new my $batch = KinoSearch1::Analysis::TokenBatch->new; Constructor. append $batch->append( $text, $start_offset, $end_offset, $pos_inc ); Add a Token to the end of the batch. Accepts either three or four arguments: text, start_offset, end_offset, and an optional position increment which defaults to 1 if not supplied. For a description of what these arguments mean, see the docs for Token. next while ( $batch->next ) { # ... } Proceed to the next token in the TokenBatch. Returns true if the TokenBatch ends up located at valid token. ACCESSOR METHODS
All of TokenBatch's accessor methods affect the current Token. Calling any of these methods when the TokenBatch is not located at a valid Token will trigger an exception. set_text get_text Set/get the text of the current Token. set_start_offset get_start_offset Set/get the start_offset of the current Token. set_end_offset get_end_offset Set/get the end_offset of the current Token. set_pos_inc get_pos_inc Set/get the position increment of the current Token. COPYRIGHT
Copyright 2005-2010 Marvin Humphrey LICENSE, DISCLAIMER, BUGS, etc. See KinoSearch1 version 1.00. perl v5.14.2 2011-11-15 KinoSearch1::Analysis::TokenBatch(3pm)