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    • 3. 发明授权
    • Semantic-aware record matching
    • 语义感知记录匹配
    • US08468160B2
    • 2013-06-18
    • US12610101
    • 2009-10-30
    • Oktie HassanzadehAnastasios KementsietsidisLipyeow LimMin Wang
    • Oktie HassanzadehAnastasios KementsietsidisLipyeow LimMin Wang
    • G06F17/30
    • G06F17/2785G06F17/30734
    • A method of semantic-aware record matching includes receiving source and target string record specifications associated with a source string record and a target string record, receiving semantic knowledge referring to tokens of the source string record and target string record, creating a first set of tokens for the source string record and a second set of tokens for the target string record based on the semantic knowledge, assigning a similarity score to the source string record and the target string record based on a semantic relationship between the first set of tokens and the second set of tokens, and matching the source string record and the target string record based on the similarity score.
    • 语义感知记录匹配的方法包括接收与源字符串记录和目标字符串记录相关联的源和目标字符串记录规范,接收引用源字符串记录和目标字符串记录的令牌的语义知识,创建第一组令牌 对于源字符串记录和基于语义知识的目标字符串记录的第二组令牌,基于第一组令牌和第二组令牌之间的语义关系向源字符串记录和目标字符串记录分配相似性分数 一组令牌,并根据相似性得分匹配源字符串记录和目标字符串记录。
    • 4. 发明授权
    • Ontology-based searching in database systems
    • 数据库系统中基于本体的搜索
    • US08135730B2
    • 2012-03-13
    • US12481009
    • 2009-06-09
    • Lipyeow LimAnastasios KementsietsidisMin Wang
    • Lipyeow LimAnastasios KementsietsidisMin Wang
    • G06F17/30
    • G06F17/3064G06Q10/10G06Q50/22
    • A method, information processing system, and computer program storage product retrieve data from a database. A search request is received from a user for a set of data in at least one database. An ontology query over is performed over at least one ontology associated with at least one database resulting in an ontological dataset associated with the search request in response to receiving the search request from the user. The ontological dataset includes at least one of a set of synonyms, a set of hypernyms, and a set of hyponyms, associated with the search request. A data query is performed over data in the at least one database using the ontological dataset in response to performing the ontology query. The set of data is returned to the user based on the data query that has been performed.
    • 方法,信息处理系统和计算机程序存储产品从数据库检索数据。 对于至少一个数据库中的一组数据,从用户接收搜索请求。 响应于接收到来自用户的搜索请求,在与至少一个数据库相关联的至少一个本体上执行本体查询,导致与搜索请求相关联的本体数据集。 本体数据集包括与搜索请求相关联的一组同义词,一组超词和一组下位词中的至少一个。 响应于执行本体查询,使用本体数据集在至少一个数据库中的数据上执行数据查询。 基于已经执行的数据查询,该组数据被返回给用户。
    • 7. 发明授权
    • Method and apparatus for organizing data sources
    • 组织数据源的方法和装置
    • US07529740B2
    • 2009-05-05
    • US11503713
    • 2006-08-14
    • Yuan-chi ChangLipyeow LimMin WangZhen Zhang
    • Yuan-chi ChangLipyeow LimMin WangZhen Zhang
    • G06F17/30
    • G06F17/30705Y10S707/99933Y10S707/99953
    • A method for organizing deep Web services is provided. In one aspect, the method obtains a collection of sources and their associated attributes and/or input modes, for instance, using a crawling algorithm. The method uses this information to organize the sources into communities. A mining algorithm such as the hyperclique mining algorithm is used to obtain cliques of highly correlated attributes. A clustering algorithm such as the hierarchical agglomerative clustering algorithm is used to further cluster the cliques of attributes into larger cliques, which in the present disclosure is referred to as signatures. The sources that are associated with each signature form a community and a graph representation of the communities is constructed, where the vertices are communities and the edges are the shared attributes.
    • 提供了组织深度Web服务的方法。 在一个方面,该方法获得源及其相关属性和/或输入模式的集合,例如使用爬行算法。 该方法使用这些信息将资源组织到社区。 使用诸如超临界挖掘算法的挖掘算法来获得高度相关属性的集合。 使用诸如分层聚类聚类算法的聚类算法进一步将属性集合聚类成更大的团块,其在本公开中被称为签名。 与每个签名相关联的源构成社区,并构建社区的图形表示,其中顶点是社区,边是共享属性。
    • 9. 发明申请
    • METHOD AND APPARATUS FOR ORGANIZING DATA SOURCES
    • 用于组织数据源的方法和装置
    • US20080259084A1
    • 2008-10-23
    • US12163485
    • 2008-06-27
    • Yuan-chi ChangLipyeow LimMin WangZhen Zhang
    • Yuan-chi ChangLipyeow LimMin WangZhen Zhang
    • G06F17/30G06T11/20
    • G06F16/35Y10S707/99933Y10S707/99953
    • A method and apparatus for organizing deep Web services are provided. In one aspect, the method and apparatus obtains a collection of sources and their associated attributes and/or input modes, for instance, using a crawling algorithm. The method and apparatus uses this information to organize the sources into communities. A mining algorithm such as the hyperclique mining algorithm is used to obtain cliques of highly correlated attributes. A clustering algorithm such as the hierarchical agglomerative clustering algorithm is used to further cluster the cliques of attributes into larger cliques, which in the present disclosure is referred to as signatures. The sources that are associated with each signature form a community and a graph representation of the communities is constructed, where the vertices are communities and the edges are the shared attributes.
    • 提供了一种用于组织深度Web服务的方法和装置。 在一个方面,该方法和装置例如使用爬行算法获得源及其相关属性和/或输入模式的集合。 该方法和装置使用这些信息将资源组织到社区。 使用诸如超临界挖掘算法的挖掘算法来获得高度相关属性的集合。 使用诸如分层聚类聚类算法的聚类算法进一步将属性集合聚类成更大的团块,其在本公开中被称为签名。 与每个签名相关联的源构成社区,并构建社区的图形表示,其中顶点是社区,边是共享属性。
    • 10. 发明申请
    • METHOD AND SYSTEM FOR INDEXING AND SERIALIZING DATA
    • 数据索引和序列化的方法和系统
    • US20080215520A1
    • 2008-09-04
    • US11681486
    • 2007-03-02
    • Xiaohui GuLipyeow LimHaixun WangMin Wang
    • Xiaohui GuLipyeow LimHaixun WangMin Wang
    • G06N5/02
    • G06F17/30911
    • The present invention provides a computer implemented method, an apparatus, and a computer usable program product for indexing data. A controller identifies a set of data to be indexed, wherein a set of data structure trees represents the set of data. The controller merges the set of data structure trees to form a unified tree, wherein the unified tree contains a node for each unit of data in the set of data. The controller assigns an identifier to the node for each unit of data in the set of data that describes the node within the unified tree. The controller then serializes the unified tree to form a set of sequential series that represents the set of data structure trees, wherein the set of sequential series forms an index for the set of data.
    • 本发明提供了一种用于索引数据的计算机实现的方法,装置和计算机可用程序产品。 控制器识别要索引的一组数据,其中一组数据结构树表示该组数据。 控制器将数据结构树组合成一个统一的树,其中统一树包含一组数据中每个数据单元的节点。 控制器为描述统一树中节点的数据集中的每个数据单元向节点分配一个标识符。 然后,控制器对统一树进行序列化以形成一组代表数据结构树的顺序序列,其中,该顺序序列集合形成该组数据的索引。