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跨数据、信息、知识多模态的特征挖掘方法及组件(澳大利亚国家授权)
申请号: | 2021258057 | 全文下载 | |
申请日: | 2021-09-14 | 公开/公告日: | 2023-07-31 |
公开/公告号: | 202011084392.6 |
摘要:本发明公开了一种跨数据、信息、知识多模态的特征挖掘方法、装置、设备及可读存储介质,该方法包括:获取待挖掘的数据资源;对数据资源进行分类,得到标量数据、矢量数据、范围数据、时间数据和分类数据中的至少一种类型数据;对类型数据进行关联融合处理,得到关联融合结果;将关联融合结果确定为数据资源的特征,以便利用特征对数据资源进行处理。在该方法中,对数据资源进行挖掘处理,所得到的量更多,可靠性更强的特征,如此,便可更好地挖掘出数据资源的价值。 |
Abstract: The invention discloses a cross-data, information and knowledge multi-modal feature mining method, device and equipment and a readable storage medium. The method comprises the steps of obtaining to-be-mined data resources; classifying the data resources to obtain at least one type of data of scalar data, vector data, range data, time data and classification data; performing association fusion processing on the type data to obtain an association fusion result; and determining an association fusion result as a feature of the data resource so as to process the data resource by utilizing the feature. According to the method, the data resources are mined, the obtained quantity is larger, the reliability is higher, and therefore the value of the data resources can be better mined. |
申请人: 海南大学 |
Applicant: UNIV HAINAN |
地址: 570228 海南省海口市人民大********(隐藏) |
发明(设计)人: 段玉聪 樊珂 |
Inventor: DUAN YUCONG; FAN KE |
主分类号: G06F16/2458(20190101) |
分类号: G06F16/2458(20190101) G06F16/28(20190101) G06N5/02(20060101) G06N5/04(20060101) |
本质的计算与推理机制(Essence Computation and Reasoning over DIKWP, ESCR)
存在计算与推理机制(Existence Computation and Reasoning over DIKWP, EXCR)
概念-语义PUCR-EXCR-ESCR主观客观化公理化体系:
语义一致性公理(Axiom of Consistency of Semantics, CS)
存在语义的守恒公理(Axiom of Conservation of Existence Set, CEX)
本质集合整体完整性的组合一致性公理(Axiom of Consistency of Compounded Essential Set, CES)
存在语义继承公理(Axiom of Inheritance of Existence Semantics, IHES)}
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