This past week I decided to cook up a service (link in bold near the middle of this post) I feel will greatly assist users in developing advanced Google Custom Search Engines (CSE’s). I read through the Co-op discussion posts, digg/blog comments, reviews, emails, etc. and learned many of our users are fascinated by the refinements feature - in particular, building search engines that produce results like this:

http://tinyurl.com/yggjbl

Understandably, we received several requests to support del.icio.us bookmark importing. My part-time role with Google just ended last Friday, so, as a non-Googler, I decided to build this project. Initially, I was planning to write a simple service to convert del.icio.us bookmarks into CSE annotations - and that’s it - but realized, as I learned more about del.icio.us, that there were several additional features I could develop that would make our users’ lives even easier. Instead of just generating the annotations, I decided to also generate the CSE contexts as well.

Ok, enough talk, here’s the final product:
http://basundi.com:8000/login.html

Here’s a quick feature list:

• Can build a full search engine (like the machine learning one above) in two steps, without having to edit any XML, and in less than two minutes
• Auto-generates the CSE annotations XML from your del.icio.us bookmarks and tags
• Provides an option to auto-generate CSE annotations just for del.icio.us bookmarks that have a particular tag
• Provides an option to Auto-calculate each annotation’s boost score (log normalizes over the max # of Others per bookmark)
• Provides an option to Auto-expand links (appends a wildcard * to any links that point to a directory)
• Auto-generates the CSE context XML
• Auto-generates facet titles
• Since there’s a four facet by five labels restriction (that’s the max that one can fit in the refinements display on the search results page), I provide two options for automatic facet/refinement generation:
  • The first uses a machine learning algorithm to find the four most frequent disjoint 5-item-sets (based on the # of del.icio.us tag co-occurrences; it then does query-expansion over the tag sets to determine good facet titles)
  • The other option returns the user’s most popular del.ico.us bundles and corresponding tags
  • Any refinements that do not make it in the top 4 facets are dumped in a fifth facet in order of popularity. If you don’t understand this then don’t worry, you don’t need to! The point is all of this is automated for you (just use the default Cluster option). If you want control over which refinements/facets get displayed, then just choose Bundle.
• Provides help documentation links at key steps
• And best of all … You don’t need to understand the advanced options of Google CSE/Co-op to build an advanced CSE! This seriously does all the hard, tedious work for you!