A SYSTEM AND METHOD FOR DATA INTEGRATION
    2.
    发明申请
    A SYSTEM AND METHOD FOR DATA INTEGRATION 审中-公开
    一种用于数据集成的系统和方法

    公开(公告)号:WO2015084142A1

    公开(公告)日:2015-06-11

    申请号:PCT/MY2014/000149

    申请日:2014-06-03

    Applicant: MIMOS BERHAD

    CPC classification number: G06N5/02 G06N5/025

    Abstract: Data integration from various and variety of data sources is provided without changing the source of the data itself by connecting synonyms data based on predefined semantic rules and maintaining data originality. The system of the present invention comprising at least one decision support system (DSS) agent (502) comprising at least one rules based data connection engine (503) adapted to generate linked data from a plurality of data retrieved from a plurality of heterogeneous data sources; and at least one semantic based decision support system (DSS) (504) in communication with said decision support system agent and comprising a predefined set of semantic rules; and concepts and relations mapping information. Originality of the data will be maintained as none of the data source will be edited or removed, as compared to traditional algorithms based approach. The methodology of the present invention comprises steps of retrieving a plurality of data from a plurality of heterogeneous data sources (802); pre-defining set of semantic rules (804); forwarding predefined semantic rules into Rules Based Data Connection Engine to link schema-to-schema, property-to-property and schema-to property of said data sources and to map schema and data values from said data sources based on a set of predefined semantic rules (803); generating connected data from said mapped schema and data values (805); and returning relationships between schemas and values to user (806). Accuracy of intermediate and final results as obtained through the present invention is independent from the sequence of algorithms execution.

    Abstract translation: 提供来自各种数据源的数据集成,而不用通过基于预定义的语义规则连接同义词数据并保持数据原创性来改变数据本身的来源。 本发明的系统包括至少一个决策支持系统(DSS)代理(502),该决策支持系统(502)包括至少一个基于规则的数据连接引擎(503),适用于从多个异构数据源检索的多个数据生成链接数据 ; 以及与所述决策支持系统代理通信并且包括预定义的一组语义规则的至少一个基于语义的决策支持系统(DSS)(504) 概念和关系映射信息。 与传统的基于算法的方法相比,数据的原创性将保持不变,数据源将不会被编辑或删除。 本发明的方法包括从多个异构数据源(802)检索多个数据的步骤; 预定义语义规则集(804); 将预定义的语义规则转发到基于规则的数据连接引擎中以链接所述数据源的模式到模式,属性到属性和模式到属性,并且基于一组预定义的语义来从所述数据源映射模式和数据值 规则(803); 从所述映射模式和数据值生成连接数据(805); 并将模式和值之间的关系返回给用户(806)。 通过本发明获得的中间和最终结果的精度与算法执行的顺序无关。

    A METHOD AND SYSTEM FOR DETECTION OF NATURAL DISASTER OCCURRENCE

    公开(公告)号:WO2020111934A1

    公开(公告)日:2020-06-04

    申请号:PCT/MY2019/050101

    申请日:2019-11-26

    Applicant: MIMOS BERHAD

    Abstract: A system (100) and method to detect an occurrence of a natural disaster comprises of a real time visioning analytic module (110) and a sensor analyser module (120), configured to collect real time data and sensing data on the natural disaster from a target area and from areas surrounding the target area; and an information collector and analyser module (130), configured to collect data related to the natural disaster occurrence in the target area and the areas surrounding the target area from a plurality of data sources. The system (100) further comprises a deep learning analytic module (140), configured to retrieve and process the collected data for determining a natural disaster score on the occurrence of the natural disaster in the target area and the areas surrounding the target area.

    METHOD AND SYSTEM FOR PROVIDING A CONTENT LIST BASED ON A SEARCH QUERY

    公开(公告)号:WO2020067870A1

    公开(公告)日:2020-04-02

    申请号:PCT/MY2019/050061

    申请日:2019-09-20

    Applicant: MIMOS BERHAD

    Abstract: The invention provides a method and system for providing a content list based on a search query. The method and system generally require that one or more domains associated with the search query be identified by a data classifier (104), so as to enrich the search query using domain knowledge of the identified domains. Based on the enriched query, contents may be crawled by a data collector (102) from a plurality of websites if they are found to be associated with the enriched query. Later, the crawled contents are classified into various categories based on named entities extracted from the contents. The classified contents are subjected to deduplication, in order to eliminate or remove duplicative contents, before they can be displayed to the user.

    A SYSTEM AND METHOD FOR ONTOLOGY MODEL PROCESS DRIVEN DECISION SUPPORT SYSTEM
    5.
    发明申请
    A SYSTEM AND METHOD FOR ONTOLOGY MODEL PROCESS DRIVEN DECISION SUPPORT SYSTEM 审中-公开
    一种用于本体模型过程驱动决策支持系统的系统和方法

    公开(公告)号:WO2016068691A1

    公开(公告)日:2016-05-06

    申请号:PCT/MY2015/050133

    申请日:2015-10-16

    Applicant: MIMOS BERHAD

    CPC classification number: G06N5/04 G06F17/30734

    Abstract: The system (100) and method (400) of the present invention provides a decision support system (DSS) 5 which utilizes open standards and information reuse that provides reusable solution for other open standard ontology system. The system's decision making process decouples the sub-systems in the DSS, processes, and data needed for deployment of a new decision making process, algorithms and supporting data without any modification to the system. The distinctiveness of the present invention lies in the following sub systems of the ontology model of the Decision Support System (DSS); Workflow Manager (104) for managing the workflow of a predefined solution; Data Integrator (110) for interacting with a variety of data from internal and external sources; Rule-based Inference Engine (106) for supporting automatic decision making based on pre-defined rules that interoperate with a range of rule-based reasoners in plug-and-play manner; and Algorithm Library (108) for processing customized algorithm to enable deployment of algorithms based on generic methodology defined in the Library without any modification of the ontology; algorithms are shared between heterogeneous implementers wherein each implementer is identified through a unique identification (ID) which is defined in the system; and a lookup directory is used to load and execute the algorithms in the Library.

    Abstract translation: 本发明的系统(100)和方法(400)提供了一种决策支持系统(DSS)5,其利用开放标准和信息重用,为其他开放标准本体系统提供可重用的解决方案。 系统的决策过程将DSS中的子系统,流程和部署新决策过程,算法和支持数据所需的数据分离,无需对系统进行任何修改。 本发明的独特之处在于决策支持系统(DSS)的本体模型的以下子系统: 用于管理预定义解决方案的工作流的工作流管理器(104) 数据集成器(110),用于与来自内部和外部来源的各种数据进行交互; 基于规则的推理引擎(106),用于根据预定义的规则来支持自动决策,该规则与即插即用方式与基于规则的推理者进行交互操作; 和算法库(108),用于处理定制算法以使得能够基于库中定义的通用方法来部署算法,而无需对本体进行任何修改; 算法在异构实现者之间共享,其中通过在系统中定义的唯一标识(ID)来识别每个实现者; 并且使用查找目录来加载和执行库中的算法。

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