公开(公告)号：US07051029B1

公开(公告)日：2006-05-23

申请号：US09755971

申请日：2001-01-05

申请人： Usama Fayyad ,  Neal Rothleder ,  Cheng Yang

发明人： Usama Fayyad ,  Neal Rothleder ,  Cheng Yang

IPC分类号： G06F17/30

CPC分类号： G06F17/30876 ,  Y10S707/99943

摘要： A method, system, and computer-readable medium for identifying sequences of interaction events of interest that frequently occur is described. In particular, techniques are described for receiving multiple groups each having related interaction events in serial or sequential order, and for determining sequences of interaction events that frequently occur in the multiple groups. Reports can also be generated and provided that include information about the determined frequent sequences. The techniques can at times be used to provide a service to customers in which logs containing data about interaction events related to that customer (e.g., usage events for a provided service or of a provided Website) are received or obtained, in which frequent sequences in the log data are identified, and in which reports are provided to representatives of the customer about the frequent sequences (e.g., remotely over the Web based on interactive specifications).

摘要翻译： 描述了用于识别经常发生的感兴趣的交互事件序列的方法，系统和计算机可读介质。 具体地，描述了用于接收多个组的技术，每个组具有串行或顺序的相关交互事件，并且用于确定多个组中经常发生的交互事件的序列。 还可以生成报告，并提供包括关于确定的频繁序列的信息。 这些技术有时可用于向客户提供服务，其中包含与该客户相关的交互事件的数据的日志（例如，所提供的服务或所提供的网站的使用事件）被接收或获得，其中频繁的序列 记录日志数据，并且向客户的代表提供有关频繁序列的报告（例如，基于交互式规范的Web远程访问）。

公开(公告)号：US07194477B1

公开(公告)日：2007-03-20

申请号：US10187392

申请日：2002-06-28

申请人： Paul Bradley ,  Stella Chan ,  Usama Fayyad ,  Neal Rothleder ,  Radha Krishna Uppala

发明人： Paul Bradley ,  Stella Chan ,  Usama Fayyad ,  Neal Rothleder ,  Radha Krishna Uppala

IPC分类号： G06F7/00 ,  G06Q30/00

CPC分类号： G06Q30/02 ,  Y10S707/99942 ,  Y10S707/99943 ,  Y10S707/99945

摘要： A facility for identifying groups of items that co-occur in more than a threshold number of instances is described. Each such group of items has a size reflecting the number of items in the group. The facility uses a data structure comprising, for each of a plurality of group sizes, a single map identifying groups of that group size that co-occur in more than a threshold number of instances.

摘要翻译： 描述用于识别在多于阈值数量的实例中共同出现的项目组的设施。 每个这样的项目组具有反映组中项目数量的大小。 该设施使用数据结构，其包括针对多个组大小中的每一个的单个映射，其识别在超过阈值数量的实例中共同发生的组大小的组。

公开(公告)号：US06871196B1

公开(公告)日：2005-03-22

申请号：US09751366

申请日：2000-12-29

申请人： Stella Chan ,  Usama Fayyad ,  Neal Rothleder

发明人： Stella Chan ,  Usama Fayyad ,  Neal Rothleder

IPC分类号： G06N5/00 ,  G06Q10/00

CPC分类号： G06Q10/10 ,  G06Q10/06

摘要： A software facility for analyzing each of a plurality of groups of items is described. The facility retrieves information identifying, for each of a plurality of groups, items that are members of the group. For each group, the facility analyzes attributes of the items of the group to identify attributes that distinguish items that are members of the group from items that are not members of the group.

摘要翻译： 描述用于分析多组项目中的每一个的软件设施。 该设施检索为多个组中的每一组识别作为该组的成员的项目的信息。 对于每个组，设施分析组的项目的属性，以识别将组成员的项目与不是组成员的项目区分开的属性。