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So let’s say that you are building a search engine for performance car parts. There are going to be a bunch of technical terms you use there that are not necess
by IgorPartola 5y ago
So let’s say that you are building a search engine for performance car parts. There are going to be a bunch of technical terms you use there that are not necessarily going to stand out in the document itself but you know them to be important. For example, the amount of boost pressure a turbo can provide or the number of pistons in a brake caliper. Is there some structured way to specify the grammar which is used for such terms and treat those as important such that when a user puts in “19psi turbo” that they don’t get a bunch of results for just “turbo” which isn’t exactly what they want?
- dreamer7 5y agoWhen I implemented search for my app, I built a hierarchy of the different attributes weighted by levels and scored search phrases for how closely they matched. This is for mobile phones. For example, searching for "Silver iphone 11 pro" would give a higher ranking to all iphone 11 pros that are Silver, then comes differently coloured 11 Pros, followed by 11 Pro Max and 11s, lastly all silver coloured phones.
- nostrademons 5y agoThis subproblem is called "bigram detection", or more generally "n-gram detection" for phrases of > 2 words. I'm not going to give away Google's algorithms, but you should be able to look up public academic research with that keyword.