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    • 5. 发明申请
    • Social Recommender System for Generating Dialogues Based on Similar Prior Dialogues from a Group of Users
    • 基于一组用户的类似的预先对话的生成对话的社会推荐系统
    • US20110230229A1
    • 2011-09-22
    • US12728205
    • 2010-03-20
    • Rajarshi DasRobert George FarrellNitendra Rajput
    • Rajarshi DasRobert George FarrellNitendra Rajput
    • H04M1/00G10L15/00
    • G06Q30/02
    • Techniques for organizing information in a user-interactive system based on user interest are provided. In one aspect, a method for operating a system having a plurality of resources through which a user can navigate is provided. The method includes the following steps. When the user accesses the system, the resources are presented to the user in a particular order. Interests of the user in the resources presented are determined. The interests of the user are compared to interests of other users to find one or more subsets of users to which the user belongs by virtue of having similar interests. Upon one or more subsequent accesses to the system by the user, the order in which the resources are presented to the user is based on interests common to the one or more subsets of users to which the user belongs.
    • 提供了基于用户兴趣在用户交互系统中组织信息的技术。 一方面,提供了一种用于操作具有用户可以浏览的多个资源的系统的方法。 该方法包括以下步骤。 当用户访问系统时,资源以特定顺序呈现给用户。 确定用户在所呈现的资源中的兴趣。 将用户的兴趣与其他用户的兴趣进行比较,以通过具有相似的兴趣来找到用户所属的一个或多个用户子集。 在用户对系统的一个或多个后续访问之后,将资源呈现给用户的顺序是基于用户所属的一个或多个用户子集所共有的兴趣。
    • 7. 发明申请
    • Method and apparatus for utility-based dynamic resource allocation in a distributed computing system
    • 在分布式计算系统中基于实用程序的动态资源分配的方法和装置
    • US20050172291A1
    • 2005-08-04
    • US10768563
    • 2004-01-30
    • Rajarshi DasJeffrey KephartGerald TesauroWilliam Walsh
    • Rajarshi DasJeffrey KephartGerald TesauroWilliam Walsh
    • G06F9/46G06F9/50
    • G06F9/5027G06F9/5083
    • In one embodiment, the present invention is a method for allocation of finite computational resources amongst multiple entities, wherein the method is structured to optimize the business value of an enterprise providing computational services. One embodiment of the inventive method involves establishing, for each entity, a service level utility indicative of how much business value is obtained for a given level of computational system performance. The service-level utility for each entity is transformed into a corresponding resource-level utility indicative of how much business value may be obtained for a given set or amount of resources allocated to the entity. The resource-level utilities for each entity are aggregated, and new resource allocations are determined and executed based upon the resource-level utility information. The invention is thereby capable of making rapid allocation decisions, according to time-varying need or value of the resources by each of the entities.
    • 在一个实施例中,本发明是一种用于在多个实体之间分配有限计算资源的方法,其中该方法被构造为优化提供计算服务的企业的商业价值。 本发明方法的一个实施例涉及为每个实体建立一个服务级别实用程序,其指示针对给定级别的计算系统性能获得多少商业价值。 每个实体的服务级别实用程序被转换成相应的资源级实用程序,指示可以为给定的集合或分配给该实体的资源量获得多少商业价值。 聚合每个实体的资源级实用程序,并根据资源级实用程序信息确定和执行新的资源分配。 因此,本发明能够根据每个实体的时间变化需要或资源价值进行快速分配决定。