Ignoring subtleties about how you may have developed your keyword->index mapping, the easiest way to measure the similarity would be to generate a hash with your word identifiers as keys and then brute force a similarity array. Something like:

@counts = ();
for $i_word (1 .. $#words) {
    for $j_word (0 .. $i_word-1) {
        $count[$i_word][$j_word] = 0;
        foreach (keys %{$paper{$i_word}}) {
            if (exists $paper{$j_word}{$_} {
                $count[$i_word][$j_word]++;
            }
        }
    }
}

[download]

If you aren't familiar with lists of lists, take a gander at perllol.

In reply to Re: word similarity measure by kennethk
in thread word similarity measure by karey3341

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