Lingua::EN::Summarize - A simple tool for summarizing bodies of English text.
use Lingua::EN::Summarize; my $summary = summarize( $text ); # Easy, no? :-) my $summary = summarize( $text, maxlength => 500 ); # 500-byte summary my $summary = summarize( $text, filter => 'html' ); # Strip HTML formatting my $summary = summarize( $text, wrap => 75 ); # Wrap output to 75 col.
This is a simple module which makes an unscientific effort at summarizing English text. It recognizes simple patterns which look like statements, abridges them, and concatenates them into something vaguely resembling a summary. It needs more work on large bodies of text, but it seems to have a decent effect on small inputs at the moment.
Lingua::EN::Summarize exports one function,
summarize(), which takes the text to summarize as its first argument, and any number of optional directives in
name => value form. The options it'll take are:
Specifies the maximum length, in bytes, of the generated summary.
Prettyprints the summary output by wrapping it to the number of columns which you specify.
Passes the text through a filter before handing it to the summarizer. Currently, only two filters are implemented:
"html", which uses HTML::TreeBuilder and HTML::FormatText to strip all HTML formatting from a document, and
"easyhtml", which quickly (and less accurately) strips all HTML from a document using a simple regular expression, if you don't have the abovementioned modules. An
"email" filter, for converting mail and news messages to easily-summarizable text, is in the works for the next version.
Unlike the HTML::Summarize module (which is quite interesting, and worth a look), this module considers its input to be plain English text, and doesn't try to gather any information from the formatting. Thus, without any cues from the document's format, the scheme that HTML::Summarize uses isn't applicable here. The current scheme goes something like this:
"Filter the text according to the user's
filter option. Split the text into discrete sentences with the Text::Sentence module, then further split them into clauses on commas and semicolons. Keep only the ones that have a (subject very-simple-verb object) structure. Construct the summary out of the first sentences in the list, staying within the
maxlength limit, or under 30% of the size of the original text, whichever is smaller."
Needless to say, this is a very simple and not terribly universally effective scheme, but it's good enough for a first draft, and I'll bang on it more later. Like I said, it's not a scientific approach to the problem, but it's better than nothing (and often better than HTML::Summarize!), and I don't really need A.I. quality output from it.
Dennis Taylor, <firstname.lastname@example.org>