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Acalligence is an academic intelligence analysis system based on multi-modal knowledge graph (MMKG).

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Acalligence

Acalligence is an academic intelligence analysis system based on multi-modal knowledge graph (MMKG) under development by @dssc-group.

网络开源多模态科技情报智能分析系统 Acalligence 为学术界、工业界以及广大的科技爱好者提供一套科技情报相关领域的多模态大数据情报智能分析平台。

本平台从境内外社交媒体、新闻网络、信息站点、网络论坛等开源数据源获取原始数据,通过自动构建和迭代更新科技情报领域的多模态知识图谱,提供十大模块的应用服务: 信息抽取与生成(作者/机构/出处/工作/概念信息、多账号关联、文献解析等),智能推荐(人才挖掘、技术洞察、相似作者/机构/出处/工作/概念),关系网络构建与社团划分,趋势预测(作者/机构/出处/概念研究趋势、团队核心人物演化分析、作者流动分析),智能检索(搜索作者/机构/出处/工作/概念、六度搜索),智能问答(视觉问答、知识图谱问答),评估排名(作者/机构/出处评估、领域工作/概念榜单),事件分析(科技情报事件发现与自动摘要、事件因果分析、事件预测),人格分析与社会评价,用户管理(订阅关注、阅读管理)。

Progress

Framework Template for MMKG-based Systems

Framework of Acalligence

Demo system for Acalligence

  • Data labeling for information extraction (IE) of scholars & institutions

    • Week 1 from 20220613
  • A demo for scholar info page

    • Week 2

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Acalligence is an academic intelligence analysis system based on multi-modal knowledge graph (MMKG).

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