Microsoft Interview Question Software Engineer / Developers
Country: United States
Interview Type: In-Person
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I'd base it on a trie structure, and to every trie node attach a measure of how often the node is visited. Then you could for example convert this measure to percentages, and visit the paths with the highest percentages until you've reached a set percentage or found a set number of paths, then display those paths as suggestions.
- Anonymous March 30, 2013For example, if the user types auto, then the path for 'm' might look like this:
(16) m
(6)o (6)b (6)i (6)l (6)e
(10)a
(10)t
(3)i (3)c
(5)e (5)d
It includes automobile automatic and automated; each branch branches into further options, all of which are added up to form the percentage of queries.
Not fully thought out yet, but something along those lines.