公开(公告)号：US20130179392A1

公开(公告)日：2013-07-11

申请号：US13347253

申请日：2012-01-10

申请人： Manfred Langen ,  Karsten Ehms ,  Walter Christian Kammergruber

发明人： Manfred Langen ,  Karsten Ehms ,  Walter Christian Kammergruber

IPC分类号： G06N5/02

CPC分类号： G06N99/005 ,  G06F17/30864 ,  G06N5/02

摘要： A method for calculating at least one relationship metric of a relationship between objects has the steps of providing a multi-layered relationship network with a first relationship layer derived from potential relations between objects, a second relationship layer derived from interactions between objects, a third relationship layer derived from explicit relations between objects, and an aggregated relationship layer derived from at least two layers of the relationship layers, and wherein each layer has a graph with one vertex for every object represented in the network and at least one unidirectional and/or bidirectional edge between at least two of the objects, and calculating the edge weights based on the edge weights of at least two relationship layers, selecting at least the relationship with a highest edge weight between an object and other objects, and finally outputting the weights of the selected relationships as the calculated relationship metrics.

摘要翻译： 用于计算对象之间的关系的至少一个关系度量的方法具有以下步骤：提供具有从对象之间的潜在关系导出的第一关系层的多层关系网络，从对象之间的交互导出的第二关系层，第三关系 从对象之间的显式关系导出的层以及从关系层的至少两层导出的聚合关系层，并且其中每个层具有对于在网络中表示的每个对象具有一个顶点的图和至少一个单向和/或双向 在至少两个对象之间的边缘，并且基于至少两个关系层的边缘权重来计算边缘权重，至少选择与对象和其他对象之间的最高边缘权重的关系，并且最终输出对象 选择的关系作为计算的关系指标。

公开(公告)号：US08577824B2

公开(公告)日：2013-11-05

申请号：US13347253

申请日：2012-01-10

申请人： Manfred Langen ,  Karsten Ehms ,  Walter Christian Kammergruber

发明人： Manfred Langen ,  Karsten Ehms ,  Walter Christian Kammergruber

IPC分类号： G06F17/00 ,  G06F7/00 ,  G06N99/00 ,  G06F17/30

CPC分类号： G06N99/005 ,  G06F17/30864 ,  G06N5/02

摘要： A method for calculating at least one relationship metric of a relationship between objects has the steps of providing a multi-layered relationship network with a first relationship layer derived from potential relations between objects, a second relationship layer derived from interactions between objects, a third relationship layer derived from explicit relations between objects, and an aggregated relationship layer derived from at least two layers of the relationship layers, and wherein each layer has a graph with one vertex for every object represented in the network and at least one unidirectional and/or bidirectional edge between at least two of the objects, and calculating the edge weights based on the edge weights of at least two relationship layers, selecting at least the relationship with a highest edge weight between an object and other objects, and finally outputting the weights of the selected relationships as the calculated relationship metrics.

摘要翻译： 用于计算对象之间的关系的至少一个关系度量的方法具有以下步骤：提供具有从对象之间的潜在关系导出的第一关系层的多层关系网络，从对象之间的交互导出的第二关系层，第三关系 从对象之间的显式关系导出的层以及从关系层的至少两层导出的聚合关系层，并且其中每个层具有对于在网络中表示的每个对象具有一个顶点的图和至少一个单向和/或双向 在至少两个对象之间的边缘，并且基于至少两个关系层的边缘权重来计算边缘权重，至少选择与对象和其他对象之间的最高边缘权重的关系，并且最终输出对象 选择的关系作为计算的关系指标。

公开(公告)号：US20120059786A1

公开(公告)日：2012-03-08

申请号：US12904741

申请日：2010-10-14

申请人： Walter Christian Kammergruber ,  Werner Zucker

发明人： Walter Christian Kammergruber ,  Werner Zucker

IPC分类号： G06N5/02

CPC分类号： G06N5/02

摘要： A method and apparatus for matching data network resources with an appropriate group of concepts of an ontology has the steps of, receiving a request indicating at least one expert field, providing at least one data network resource of the expert field having at least one tag and an ontology of the expert field having at least one concept, determining a minimum spanning tree of the concepts in the ontology corresponding to the tags of the data network resources and returning the concepts of the selected minimum spanning tree in response to the received request. The data network resources is matched thematically related to concepts of an ontology to the concepts of an ontology without knowing the exact terms used in the concepts and vice versa. It can be used by experts to search resources created by laymen using their expert terms without the need to know these terms.

摘要翻译： 用于将数据网络资源与本体的适当的概念集合进行匹配的方法和装置具有以下步骤：接收指示至少一个专家字段的请求，提供具有至少一个标签的专家字段的至少一个数据网络资源，以及 具有至少一个概念的专家领域的本体，确定与数据网络资源的标签相对应的本体中的概念的最小生成树，并响应于接收到的请求返回所选择的最小生成树的概念。 将数据网络资源与本体概念与本体的概念主题相关，而不知道概念中使用的确切术语，反之亦然。 专家可以利用他们的专家术语来搜索由外行人创造的资源，而无需了解这些条款。

公开(公告)号：US09256671B2

公开(公告)日：2016-02-09

申请号：US12073064

申请日：2008-02-28

申请人： Karsten Ehms ,  Walter Christian Kammergruber

发明人： Karsten Ehms ,  Walter Christian Kammergruber

IPC分类号： G06F15/16 ,  G06F17/30

CPC分类号： G06F17/30731

摘要： A semantic multilayer network is established, wherein a first layer in said semantic multilayer network including tag annotations, and a second layer in said semantic multilayer network including data structured by an ontology, are established and wherein the first layer and the second layer are connected. Thus, connecting of two entirely different worlds of the dynamic, emergent “social tagging” (e.g., web applications like Web 2.0) and of the regular “ontology engineering” (e.g. Semantic Web) data, dynamic data tag annotations and ontology, seen as too opposed or conflictive, therefore being treated separately and independently so far, becomes possible. Here, by utilizing advantages of both worlds, computer aided handling of large amounts of data, including e.g. processing, management, or querying of data, becomes considerably efficient and effective, wherein said data may be distributed in different areas, locations, or systems.

摘要翻译： 建立了语义多层网络，其中包括标签注释的所述语义多层网络中的第一层，以及包括由本体构成的数据的所述语义多层网络中的第二层，并且其中第一层和第二层被连接。 因此，连接两个完全不同的动态的，紧迫的“社会标签”世界（例如，Web应用程序如Web 2.0）和常规的“本体工程”（例如语义Web）数据，动态数据标签注释和本体，被视为 太反对或冲突，因此到目前为止单独和独立地被对待成为可能。 在这里，通过利用两个世界的优点，大量数据的计算机辅助处理，包括例如 处理，管理或查询数据变得相当有效和有效，其中所述数据可以分布在不同的区域，位置或系统中。

公开(公告)号：US20090049179A1

公开(公告)日：2009-02-19

申请号：US12073064

申请日：2008-02-28

申请人： Karsten Ehms ,  Walter Christian Kammergruber

发明人： Karsten Ehms ,  Walter Christian Kammergruber

IPC分类号： G06F15/16

CPC分类号： G06F17/30731

摘要： A semantic multilayer network is established, wherein a first layer in said semantic multilayer network including tag annotations, and a second layer in said semantic multilayer network including data structured by an ontology, are established and wherein the first layer and the second layer are connected. Thus, connecting of two entirely different worlds of the dynamic, emergent “social tagging” (e.g., web applications like Web 2.0) and of the regular “ontology engineering” (e.g. Semantic Web) data, dynamic data tag annotations and ontology, seen as too opposed or conflictive, therefore being treated separately and independently so far, becomes possible. Here, by utilizing advantages of both worlds, computer aided handling of large amounts of data, including e.g. processing, management, or querying of data, becomes considerably efficient and effective, wherein said data may be distributed in different areas, locations, or systems.

摘要翻译： 建立了语义多层网络，其中包括标签注释的所述语义多层网络中的第一层，以及包括由本体构成的数据的所述语义多层网络中的第二层，并且其中第一层和第二层被连接。 因此，连接两个完全不同的动态的，紧迫的“社会标签”世界（例如，Web应用程序如Web 2.0）和常规的“本体工程”（例如语义Web）数据，动态数据标签注释和本体，被视为 太反对或冲突，因此到目前为止单独和独立地被对待成为可能。 在这里，通过利用两个世界的优点，大量数据的计算机辅助处理，包括例如 处理，管理或查询数据变得相当有效和有效，其中所述数据可以分布在不同的区域，位置或系统中。