METHODS OF DATA RECOMMENDATION USING INTERACTIVE EVOLUTIONARY COMPUTATION AND APPARATUSES USING THE SAME

摘要

PURPOSE: A data recommending method and an apparatus using the same are provided to suggest an item suitable for a user to a user as a recommendation list based on the evaluation of the user. CONSTITUTION: An apparatus performs entity component extraction and data grouping for a first selection item(305,310). The apparatus performs item initialization for interactive evolutionary computation(315).The apparatus receives evaluation about the first recommendation item(330). The apparatus performs interactive evolutionary computation based on a first recommendation item(360). The apparatus generates the second recommendation item. [Reference numerals] (300) Preprocessing stage; (305) Component extraction; (310) Data grouping; (315) Population initialization; (330) User evaluation stage; (335) Item list; (340) Evaluation; (360) Inter-inheritance calculation stage; (365) Selection; (375) Hybridization calculation stage; (380) Search stage; (390) Population generation stage; (AA) No; (BB) Yes; (CC) Probability P (0 <=P<= 1); (DD) Replacing an existing list with newly generated population