Invention Grant
US08972363B2 Rule discovery system, method, apparatus and program 有权
规则发现系统,方法,设备和程序

  • Patent Title: Rule discovery system, method, apparatus and program
  • Patent Title (中): 规则发现系统,方法,设备和程序
  • Application No.: US14115532
    Application Date: 2013-05-13
  • Publication No.: US08972363B2
    Publication Date: 2015-03-03
  • Inventor: Hiroki Nakayama
  • Applicant: NEC Corporation
  • Applicant Address: JP Tokyo
  • Assignee: NEC Corporation
  • Current Assignee: NEC Corporation
  • Current Assignee Address: JP Tokyo
  • Agency: Sughrue Mion, PLLC
  • Priority: JP2012-110923 20120514
  • International Application: PCT/JP2013/063319 WO 20130513
  • International Announcement: WO2013/172310 WO 20131121
  • Main IPC: G06F7/00
  • IPC: G06F7/00 G06F17/00 G06F17/30
Rule discovery system, method, apparatus and program
Abstract:
A system includes a unit to generate a set of free itemsets with a frequency in a database greater than or equal to a threshold value, a unit to generate a rule candidate with, a conditional part set to the free itemset α, and a consequent part set to an item x not sharing an attribute with the free itemset, and finds a set of attributes of an antecedent part of the rule by depth first search, the attribute not included in neither α nor x, a unit to collate the rule to the database to judge validity of the rule, and a unit to check for minimality of the rule decided to be valid to output the rule when the rule is minimal.
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