公开(公告)号：US11461367B2

公开(公告)日：2022-10-04

申请号：US16846863

申请日：2020-04-13

Applicant: Singapore University Of Technology And Design

Inventor： Linlin You ,  Bige Tuncer ,  Chau Yuen

IPC: G06F17/00 ,  G06F16/28 ,  G06F16/25 ,  G06F16/2458

Abstract: Platforms and mechanisms for multi-source data management are provided. In accordance with one aspect, a knowledge mining engine comprising an on-line knowledge mining component supporting multi-dimensional queries for on-line knowledge mining of multi-source data and an off-line knowledge mining component for running knowledge mining procedures for off-line knowledge mining of the multi-source data. The multi-source data management platform/mechanism may also include an adaptive data collector to collect data actively and passively, a data analysis cascade to cleanse and analyse the multi-source data concurrently and separately, a data integration cascade to consolidate and integrate the multi-source data according to multiple data integration dimensions, a centralized data repository implementing RESTful APIs for data CRUD operations and storing multi-source data generated in the platform, and a data sharing portal to share data and mined knowledge to users and up-layer applications.