顶级会议论坛PPT：陈桐.pdf

1、TryThisInstead:PersonalizedandInterpretable RecommendationonSubstitutableProducts Work appears in SIGIR20 Presented by: Tong Chen Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang Yang Wang, Meng Wang Overview:ProductRelationships 1https:/ 2https:/www.foodnavigator- Atypicalonlineshoppingprocess: setagoa

2、l sport food leisure narrowdownfindcandidates 1 2 checkout Howcanwehelp? Complementary relationship: Products that are complementary to each other Usually recommended as a bundle Substitutable relationship: Products that are interchangeable Highly useful in the candidate generation (pre- purchase) s

3、tage iPhone 11 ProSamsung Galaxy S10 Huawei P30 Pro 1 MiningProductRelationshipsforRecommendation 1Wang-ChengKang,EricKim,JureLeskovec,CharlesRosenberg,andJulianMcAuley.2019.CompletetheLook:Scene-basedComplementaryProductRecommendation.InCVPR.1053210541. 2Wang-ChengKang,Mengting Wan,andJulianMcAuley.2018.Recommendationthroughmixturesofheterogeneousitemrelationships.InCIKM.11431152. 3LiangChen,Yang