I have a data structure which is similar to the following. The actual structure is not important, just that we're dealing with a number of "sets" of keywords, some of which are shared between items, and many of which are not.
%items = ( z => [ qw/one six/ ], y => [ qw/two three five/ ], x => [ qw/one two five/ ], ... );

Each item's keywords are unique. The arrays could just as easily be keys of hashes, but in this case, they just happen to be stored in arrays.

I can pretty easily scan the set of items for those with the most keywords, or scan for the set of keywords which appear in the most items.

What I would like to do is to figure out which pairs of keywords or triples of keywords or n-ples of keywords are shared by the most items. For example, if keyword A is found in ten items, and keyword B is found in twenty items, but only 1 item has both A and B, then it's a weak candidate. If nine items have both A and B, then it's a great candidate.

In Google terms, think of it this way: from the database of websites, what would be the best four-word query to include the most results links? And then the second-best four-word query? And the third-best four-word query? And so on...

Ideas? Does this align with some obscure or obvious algorithm I couldn't recognize?

Update: A test-case-generator function has been added below. Use this data if you'd like to do some benchmarking on your own.

Update 2: A sample output from an early timeline scanner has been added below.

--
[ e d @ h a l l e y . c c ]


In reply to algorithm for 'best subsets' by halley

Title:
Use:  <p> text here (a paragraph) </p>
and:  <code> code here </code>
to format your post, it's "PerlMonks-approved HTML":



  • Posts are HTML formatted. Put <p> </p> tags around your paragraphs. Put <code> </code> tags around your code and data!
  • Titles consisting of a single word are discouraged, and in most cases are disallowed outright.
  • Read Where should I post X? if you're not absolutely sure you're posting in the right place.
  • Please read these before you post! —
  • Posts may use any of the Perl Monks Approved HTML tags:
    a, abbr, b, big, blockquote, br, caption, center, col, colgroup, dd, del, details, div, dl, dt, em, font, h1, h2, h3, h4, h5, h6, hr, i, ins, li, ol, p, pre, readmore, small, span, spoiler, strike, strong, sub, summary, sup, table, tbody, td, tfoot, th, thead, tr, tt, u, ul, wbr
  • You may need to use entities for some characters, as follows. (Exception: Within code tags, you can put the characters literally.)
            For:     Use:
    & &amp;
    < &lt;
    > &gt;
    [ &#91;
    ] &#93;
  • Link using PerlMonks shortcuts! What shortcuts can I use for linking?
  • See Writeup Formatting Tips and other pages linked from there for more info.