公开(公告)号：US20230186071A1

公开(公告)日：2023-06-15

申请号：US17548519

申请日：2021-12-11

Applicant: Dropbox, Inc.

Inventor： Tristan Frederick Rice ,  Jongmin Baek ,  Ermo Wei ,  Morgan Zerby ,  Win Suen ,  David Lichtenberg ,  Thomas Berg ,  Christopher Lesniewski-Laas ,  Brandon Obas ,  Mingming Liu ,  Zachary Smetana ,  Bryan Guillemette ,  Panashe Machinda Fundira ,  Kevin Li ,  Vidit Bhargava

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that utilize machine-learning models to classify content items and automatically organize the content items within a file structure according to their content item classifications. For instance, a content item classification system generates one or more content item classification models to determine classifications for content items and/or folders. In some instances, the classification system detects when new content items are added to a smart folder, determines destination folders to which the content items belong based on classifying the content items, and automatically moves the content items accordingly. In various instances, the classification system generates and utilizes a classification model to organize content items into dynamically-generated folders. In example implementations, the classification system generates and utilizes a classification model to automatically organize existing content items into existing folders.

公开(公告)号：US20230185768A1

公开(公告)日：2023-06-15

申请号：US17548516

申请日：2021-12-11

Applicant: Dropbox, Inc.

Inventor： Tristan Inghelbrecht ,  Jongmin Baek ,  Ermo Wei ,  Morgan Zerby ,  Win Suen ,  Shubham Goel

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that utilize machine-learning models to classify content items and automatically organize the content items within a file structure according to their content item classifications. For instance, a content item classification system generates one or more content item classification models to determine classifications for content items and/or folders. In some instances, the classification system detects when new content items are added to a smart folder, determines destination folders to which the content items belong based on classifying the content items, and automatically moves the content items accordingly. In various instances, the classification system generates and utilizes a classification model to organize content items into dynamically-generated folders. In example implementations, the classification system generates and utilizes a classification model to automatically organize existing content items into existing folders.