公开(公告)号：US11481558B2

公开(公告)日：2022-10-25

申请号：US16566459

申请日：2019-09-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Allan J. Schwade ,  Anil Yadav ,  Melvin Lobo

IPC: G06F40/30 ,  G06N20/00 ,  G06F40/284

Abstract: A system and method for creating organized intent clusters or scenes using machine learning algorithms is provided. A method of creating organized intent clusters or scenes comprises extracting intent features related to the plurality of request inputs. The method also includes creating a plurality of groups comprising the extracted intent features. The method includes identifying a cluster based on co-occurring extracted intent features, the co-occurring extracted intent features belonging to a plurality of domains. The method further includes generating a proto-scene based in part by ranking the extracted intent features within the cluster.

公开(公告)号：US20200081981A1

公开(公告)日：2020-03-12

申请号：US16566459

申请日：2019-09-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Allan J. Schwade ,  Anil Yadav ,  Melvin Lobo

IPC: G06F17/27 ,  G06N20/00

Abstract: A system and method for creating organized intent clusters or scenes using machine learning algorithms is provided. A method of creating organized intent clusters or scenes comprises extracting intent features related to the plurality of request inputs. The method also includes creating a plurality of groups comprising the extracted intent features. The method includes identifying a cluster based on co-occurring extracted intent features, the co-occurring extracted intent features belonging to a plurality of domains. The method further includes generating a proto-scene based in part by ranking the extracted intent features within the cluster.