Воде де ок. © Нол Откт ˄етет «ИН˃˄И˃», ϮϬϭϮ Дɟɞɭɩɥɢɤɚɰɢɹ ɩɨɱɬɨɜɵɯ ɚɞɪɟɫɨɜ ɫ ɩɨɦɨɳɶɸ ɦɟɬɨɞɨɜ ɨɛɪɚɛɨɬɤɢ ɟɫɬɟɫɬɜɟɧɧɨɝɨ ɹɡɵɤɚ ɢ ɦɚɲɢɧɧɨɝɨ ɨɛɭɱɟɧɢɹ. Ⱥɪɬɟɦ Ɏɢɥɢɩɩɨɜ, Ⱥɥɟɤɫɚɧɞɪ ɋɟɦɺɧɨɜ afilippov@kpmg.ru, alexandrsemenov@kpmg.ru KMPG. Ɇɨɫɤɜɚ Аɧɧɨɬɚɰɢɹ. ȼ ɞɨɤɥɚɞɟ ɩɪɟɞɫɬɚɜɥɟɧɚ ɪɚɡɪɚɛɨɬɤɚ ɪɟɲɟɧɢɹ ɞɥɹ ɞɟ- ɞɭɩɥɢɤɚɰɢɢ ɬɟɤɫɬɨɜɵɯ ɞɚɧɧɵɯ ɧɚ ɩɪɢɦɟɪɟ ɩɨɱɬɨɜɵɯ ɚɞɪɟɫɨɜ ɫ ɢɫɩɨɥɶɡɨɜɚɧɢɟɦ ɦɟɬɨɞɨɜ ɨɛɪɚɛɨɬɤɢ ɟɫɬɟɫɬɜɟɧɧɨɝɨ ɹɡɵɤɚ ɢ ɚɥɝɨ- ɪɢɬɦɨɜ ɦɚɲɢɧɧɨɝɨ ɨɛɭɱɟɧɢɹ. Ɉɩɢɫɵɜɚɸɬɫɹ ɨɫɧɨɜɧɵɟ ɷɬɚɩɵ ɪɚ- ɛɨɬɵ, ɨɰɟɧɤɚ ɤɚɱɟɫɬɜɚ ɪɟɡɭɥɶɬɚɬɨɜ ɢ ɞɚɥɶɧɟɣɲɢɟ ɲɚɝɢ ɩɨ ɭɫɨ- ɜɟɪɲɟɧɫɬɜɨɜɚɧɢɸ ɫɢɫɬɟɦɵ. Кɥɸɱɟɜɵɟ ɫɥɨɜɚ: ɞɟɞɭɩɥɢɤɚɰɢɹ ɬɟɤɫɬɨɜɵɯ ɞɚɧɧɵɯ, ɦɚɲɢɧɧɨɟ ɨɛɭɱɟɧɢɟ, ɨɛɪɚɛɨɬɤɚ ɟɫɬɟɫɬɜɟɧɧɨɝɨ ɹɡɵɤɚ, ɢɧɮɨɪɦɚɰɢɨɧɧɵɣ ɩɨ- ɢɫɤ, ɞɟɪɟɜɶɹ ɪɟɲɟɧɢɣ, ɚɥɝɨɪɢɬɦ C4.5 Вɜɟɞɟɧɢɟ Ⱥɜɬɨɦɚɬɢɱɟɫɤɨɟ ɨɩɪɟɞɟɥɟɧɢɟ, ɪɚɡɛɨɪ ɢ ɞɟɞɭɩɥɢɤɚɰɢɹ ɚɞɪɟɫɨɜ ɜ ɛɨɥɶ- ɲɢɯ ɦɚɫɫɢɜɚɯ ɫɥɚɛɨɫɬɪɭɤɬɭɪɢɪɨɜɚɧɧɵɯ ɞɚɧɧɵɯ, ɹɜɥɹɟɬɫɹ ɨɞɧɨɣ ɢɡ ɧɚɢ- ɛɨɥɟɟ ɜɨɫɬɪɟɛɨɜɚɧɧɵɯ ɡɚɞɚɱ ɜ ɨɛɥɚɫɬɢ "ɢɧɮɨɪɦɚɰɢɨɧɧɨɝɨ ɩɨɢɫɤɚ" ("In- formation Retreival") ɢ ɨɛɪɚɛɨɬɤɢ ɟɫɬɟɫɬɜɟɧɧɨɝɨ ɹɡɵɤɚ ("Natural Lan- guage Processing").