公开(公告)号：US09489448B2

公开(公告)日：2016-11-08

申请号：US14138501

申请日：2013-12-23

Applicant: YAHOO! INC.

Inventor： Francesco Bonchi ,  Aristides Gionis ,  Michele Berlingerio ,  Bjorn Bringmann

IPC: G06F7/00 ,  G06F17/30 ,  G06Q10/10 ,  G06F13/14

CPC classification number: G06F17/30572 ,  G06F17/30088 ,  G06F17/30292 ,  G06F17/30551 ,  G06F17/30569 ,  G06F17/30604 ,  G06F17/30958 ,  G06Q10/10

Abstract: A network's evolution is characterized by graph evolution rules. A graph, formed by merging multiple graphs representing the multiple snapshots of the network, that represents an evolutionary network is mined to identify evolutional patterns of the network. A pattern is selected from the identified patterns. Graph evolution rules are generated using identified evolutional patterns. The generated graph evolution rules represent the evolutional patterns of the network, the rules indicating that any occurrence of a child pattern of the selected pattern implies a corresponding occurrence of the selected pattern.

Abstract translation: 网络演化的特点是图形演化规则。 通过合并表示网络的多个快照的多个图形形成的图形，其表示进化网络被挖掘以识别网络的演进模式。 从所识别的图案中选择图案。 使用识别的进化模式生成图形演化规则。 生成的图形演化规则表示网络的演进模式，指示所选模式的子模式的任何出现的规则意味着所选模式的相应出现。

公开(公告)号：US20140358720A1

公开(公告)日：2014-12-04

申请号：US13906589

申请日：2013-05-31

Applicant: YAHOO! INC.

Inventor： Gianmarco De Francisci Morales ,  Mahashweta Das ,  Aristides Gionis ,  Ingmar Weber

IPC: G06Q30/06

CPC classification number: G06Q30/0631

Abstract: An advisor flowchart is built, which flowchart comprises a set of nodes and each node is associated with a user attribute selected from a set of user attributes in a user space, the set of attributes comprising information about users, e.g., lifestyles, interests, demographics, etc. and each node is associated with a ranking of products from a product space. The advisor flowchart may be used to make a set of recommendations available to a user, where the set of recommendations comprise one or more top-ranked products associated with the node at which the user is currently positioned. At each node, the associated user attribute is used to formulate a question that may be posed to the user. The user's answer to the question may be used to progress to another node of the advisor flowchart.

Abstract translation: 构建顾问流程图，该流程图包括一组节点，并且每个节点与从用户空间中的一组用户属性中选择的用户属性相关联，该组属性包括关于用户的信息，例如生活方式，兴趣，人口统计 等等，并且每个节点与来自产品空间的产品的排名相关联。 顾问流程图可以用于使一组建议可供用户使用，其中该组建议包括与用户当前所在的节点相关联的一个或多个顶级产品。 在每个节点处，使用关联的用户属性来制定可能对用户提出的问题。 用户对该问题的回答可以用于进展到顾问流程图的另一个节点。

公开(公告)号：US20140115155A1

公开(公告)日：2014-04-24

申请号：US14138501

申请日：2013-12-23

Applicant: YAHOO!INC

Inventor： Francesco Bonchi ,  Aristides Gionis ,  Michele Berlingerio ,  Bjorn Bringmann

IPC: H04L12/26

CPC classification number: G06F17/30572 ,  G06F17/30088 ,  G06F17/30292 ,  G06F17/30551 ,  G06F17/30569 ,  G06F17/30604 ,  G06F17/30958 ,  G06Q10/10

Abstract: A network's evolution is characterized by graph evolution rules. A graph, formed by merging multiple graphs representing the multiple snapshots of the network, that represents an evolutionary network is mined to identify evolutional patterns of the network. A pattern is selected from the identified patterns. Graph evolution rules are generated using identified evolutional patterns. The generated graph evolution rules represent the evolutional patterns of the network, the rules indicating that any occurrence of a child pattern of the selected pattern implies a corresponding occurrence of the selected pattern.

Abstract translation: 网络演化的特点是图形演化规则。 通过合并表示网络的多个快照的多个图形形成的图形，其表示进化网络被挖掘以识别网络的演进模式。 从所识别的图案中选择图案。 使用识别的进化模式生成图形演化规则。 生成的图形演化规则表示网络的演进模式，指示所选模式的子模式的任何出现的规则意味着所选模式的相应出现。