公开(公告)号：US20220398274A1

公开(公告)日：2022-12-15

申请号：US17347097

申请日：2021-06-14

申请人： Microsoft Technology Licensing, LLC

发明人： Robin ABRAHAM ,  Leo BETTHAUSER ,  Ziyao LI ,  Jing TIAN ,  Xiaofei ZENG ,  Maurice DIESENDRUCK ,  Andy Daniel MARTINEZ ,  Min XIAO ,  Liang DU ,  Pramod Kumar SHARMA ,  Natalia LARIOS DELGADO

IPC分类号： G06F16/35 ,  G06F16/45 ,  G06F16/44 ,  G06F16/383 ,  G06F16/483 ,  G06N3/08

摘要： The present disclosure relates to generating a complex entity index based on a combination of atomic and deep learned attributes associated with instances of a complex entity. For example, systems described herein generate a multi-dimensional representation of entity instances based on evaluation of digital content associated with the respective entity instances. Systems described herein further generate an index representation in which similarity of entity instances are illustrated and presented via an interactive presentation that enables a user to traverse instances of an entity to observe similarities and differences between instances of an entity that have similar embeddings to one another within a multi-dimensional index space.