Lingua::EN::MatchNames - Smart matching for human names.
use Lingua::EN::MatchNames; $score= name_eq( $firstn_0, $lastn_0, $firstn_1, $lastn_1 );
You have two databases of person records that need to be synchronized or matched up, but they use different keys--maybe one uses SSN and the other uses employee id. The only fields you have to match on are first and last name.
That's what this module is for.
Just feed the first and last names to the
name_eq() function, and it returns
undef for no possible match, and a percentage of certainty (rank) otherwise. The ranking system isn't very scientific, and gender isn't considered, though it probably should be.
name_eq() function, checks for:
inconsistent case (MacHenry = Machenry = MACHENRY)
inconsistent symbols (O'Brien = Obrien = O BRIEN)
misspellings (Grene = Green)
last name hyphenation (Smith-Curry = Curry)
similar phonetics (Hanson = Hansen)
nicknames (Midge = Peggy = Margaret)
extraneous initials (H. Ross = Ross)
extraneous suffixes (Reed, Jr. = Reed II = Reed)
Homer Simpson HOMER SIMPOSN: 77 Marge Simpson MIDGE SIMPSON: 81 Brian Lalonde BRYAN LA LONDE: 82 Brian Lalonde RYAN LALAND: 72 Peggy MacHenry Midge Machenry: 81 Liz Grene Elizabeth Green: 72 Chuck Reed, Jr. Charles Reed II: 82 Kathy O'Brien Catherine Obrien: 81 Lizzie Hanson Lisa Hanson: 91 H. Ross Perot Ross PEROT: 88 Kathy Smith-Curry KATIE CURRY: 81 Dina Johnson-Warner Dinah J-Warner: 80 Leela Miles-Conrad Leela MilesConrad: 86 C. Renee Smythe Cathy Smythe: 71 Victoria (Honey) Rider HONEY RIDER: 88 Bart Simpson El Barto Simpson: 80 Bart Simpson Lisa Simpson: (no match) Arthur Dent Zaphod Beeblebrox: (no match)
The scoring in this version is utterly arbitrary. I made all of the numbers up. The certainty percentages should be OK relative to each other, but would be better if someone could give me some statistical data.
Be sure and test this against your data first! Your data may not look like my test data.
And although I hope this is useful to many, I do not provide any kind of warranty (expressed or implied), and do not suggest the suitability of this module to any particular purpose. This module probably should not be used for life support or military purposes, and it must not be used for unsolicited commercial email or other bulk advertising.
Brian Lalonde, <firstname.lastname@example.org>
Lingua::EN::NameParse, Lingua::EN::Nickname, Parse::RecDescent, String::Approx, Text::Metaphone, Text::Soundex