发明名称 Forecasting association rules across user engagement levels
摘要 A method of determining one or more association rules includes: specifying site-sequence values for users, wherein each user is identified with one of a plurality of engagement levels, and the site-sequence values indicate a sequence from a first site to a second site for at least one user identified with a corresponding engagement level; determining cumulative site-sequence values from the site-sequence values for combinations of pairs of sites and distinct engagement levels; determining likelihood values from the cumulative site-sequence values, wherein the likelihood values characterize probabilities for sequences between sites at distinct engagement levels; determining one or more association rules for pairs of sites from one or more corresponding likelihood values at one or more engagement levels, wherein each association rule indicates a sequential association between a corresponding pair of sites; determining one or more confidence values for the one or more association rules by calculating one or more variations of the likelihood values across the engagement levels; and saving one or more values for the one or more associations rules (e.g., likelihood values or confidence values).
申请公布号 US8170974(B2) 申请公布日期 2012.05.01
申请号 US20080168758 申请日期 2008.07.07
申请人 GERSTER DAVID;AWADALLAH AMR;THAMPY SAJJIT;YAHOO! INC. 发明人 GERSTER DAVID;AWADALLAH AMR;THAMPY SAJJIT
分类号 G06F17/00;G06N5/02 主分类号 G06F17/00
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