教育大数据整体解决方案

本方案采用大数据标准引领教育现代化发展，充分发挥学校、教师推进教育现代化的积极性和主动性，共同建设教育大数据平台及应用。通过梳理、建立并统一教育元数据目录及标准，消除数据烟囱，以结构和非结构化数据为基础，向“数据”要“效益”为目标，利用大数据分析和人工智能等手段，构建教育系统已建及待建应用系统的底层数据采集、清洗、共享以及机器学习、AI智能分析、融合呈现的教育大数据服务中。

This proposal adopts big data standards to guide the modernization of education, fully mobilizes the enthusiasm and initiative of schools and teachers in advancing education modernization, and jointly develops educational big data platforms and applications. By sorting out, establishing and unifying educational metadata catalogs and standards, it eliminates data silos. Based on structured and unstructured data, and with the goal of deriving 'benefits' from 'data', it utilizes technologies such as big data analysis and artificial intelligence to build educational big data services covering underlying data collection, cleaning and sharing for both existing and planned application systems in the education sector, as well as machine learning, AI intelligent analysis and integrated presentation functions.

搜集汇总

背景与挑战

背景概述

该教育大数据解决方案旨在通过建立统一的教育元数据标准，整合结构和非结构化数据，运用大数据分析和AI技术构建教育数据服务平台，消除数据孤岛并提升数据效益。