How to implement a SIMPLE "You typed ACB, did you mean ABC?"
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Published on 2009-07-07T17:35:14Z
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2010/04/26
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spellchecking
|natural-language
I know this is not a straight up question, so if you need me to provide more information about the scope of it, let me know. There are a bunch of questions that address almost the same issue (they are linked here), but never the exact same one with the same kind of scope and objective - at least as far as I know.
Context:
- I have a MP3 file with ID3 tags for artist name and song title.
- I have two tables Artists and Songs
- The ID3 tags might be slightly off (e.g. Mikaell Jacksonne)
- I'm using ASP.NET + C# and a MSSQL database
I need to synchronize the MP3s with the database. Meaning:
- The user launches a script
- The script browses through all the MP3s
- The script says "Is 'Mikaell Jacksonne' 'Michael Jackson' YES/NO"
- The user pick and we start over
Examples of what the system could find:
In the database...
SONGS = {"This is a great song title", "This is a song title"}
ARTISTS = {"Michael Jackson"}
Outputs...
"This is a grt song title" did you mean "This is a great song title" ?
"This is song title" did you mean "This is a song title" ?
"This si a song title" did you mean "This is a song title" ?
"This si song a title" did you mean "This is a song title" ?
"Jackson, Michael" did you mean "Michael Jackson" ?
"JacksonMichael" did you mean "Michael Jackson" ?
"Michael Jacksno" did you mean "Michael Jackson" ?
etc.
I read some documentation from this /how-do-you-implement-a-did-you-mean and this is not exactly what I need since I don't want to check an entire dictionary. I also can't really use a web service since it's depending a lot on what I already have in my database. If possible I'd also like to avoid dealing with distances and other complicated things.
I could use the google api (or something similar) to do this, meaning that the script will try spell checking and test it with the database, but I feel there could be a better solution since my database might end up being really specific with weird songs and artists, making spell checking useless.
I could also try something like what has been explained on this post, using Soundex for c#.
Using a regular spell checker won't work because I won't be using words but names and 'titles'.
So my question is: is there a relatively simple way of doing this, and if so, what is it?
Any kind of help would be appreciated.
Thanks!
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