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    • 53. 发明申请
    • METHOD AND SYSTEM FOR ACCELERATED DATA QUALITY ENHANCEMENT
    • 用于加速数据质量增强的方法和系统
    • WO2011071833A1
    • 2011-06-16
    • PCT/US2010/059126
    • 2010-12-06
    • ACCENTURE GLOBAL SERVICES GMBHYEH, Peter, Zei-ChanPURI, Colin Anil
    • YEH, Peter, Zei-ChanPURI, Colin Anil
    • G06F17/30
    • G06F17/3051G06F17/30539
    • Embodiments of the present invention solve the technical problem of identifying, collecting, and managing rules that improve poor quality data on enterprise initiatives ranging from data governance to business intelligence. In a specific embodiment of the present invention, a method is provided for producing data quality rules for a data set. A set of candidate conditional functional dependencies are generated comprised of candidate seeds of attributes that are within a certain degree of relatedness in the ontology of the data set. The candidate conditional functional dependencies are then applied to the data refined until they reach a quiescent state where they have not been refined even though the data they have been applied to has been stable. The resulting refined candidate conditional functional dependencies are the data enhancement rules for the data set and other related data sets. In another specific embodiment of the present invention, a computer system for the development of data quality rules is provided having a rule repository, a data quality rules discovery engine, and a user interface.
    • 本发明的实施例解决了识别,收集和管理规则的技术问题,这些规则改善了从数据治理到商业智能的企业举措的质量差的数据。 在本发明的具体实施例中,提供了一种用于产生数据集的数据质量规则的方法。 产生一组候选条件函数依赖关系,其包括在数据集的本体中具有一定程度的相关性的属性的候选种子。 然后将候选条件功能依赖性应用于精细化的数据,直到它们达到静止状态,即使它们已被应用的数据已经稳定,它们尚未被精炼。 所得到的精确候选条件函数依赖关系是数据集和其他相关数据集的数据增强规则。 在本发明的另一具体实施例中,提供了一种用于开发数据质量规则的计算机系统,其具有规则库,数据质量规则发现引擎和用户界面。
    • 57. 发明申请
    • AUTOMATED CLASSIFICATION ALGORITHM COMPRISING AT LEAST ONE INPUT-INVARIANT PART
    • 自动分类算法包含至少一个输入不连续的部分
    • WO2009034356A1
    • 2009-03-19
    • PCT/GB2008/003118
    • 2008-09-12
    • ACCENTURE GLOBAL SERVICES GMBHPROBST, KatharinaGHANI, Rayid
    • PROBST, KatharinaGHANI, Rayid
    • G06N1/00
    • G06N99/005
    • A classification algorithm is separated into one or more input-invariant parts and one or more input-dependent classification parts. The input-invariant parts of the classification algorithm capture the underlying and unchanging relationships between the plurality of data elements being operated upon by the classification algorithm, whereas the one or more classification parts embody the probabilistic labeling of the data elements according to the various classifications. For any given iteration, a user's input is used to modify at least one classification part of the algorithm. Recalculated classification parts ( i.e. , updated classification results) are determined based on computationally simple combinations of the one or more modified classification parts and the one or more input-invariant parts. Preferably, a graphical user interface is used to solicit user input. In this manner, wait times between user feedback iterations can be dramatically reduced, thereby making application of active learning to classification tasks a practical reality.
    • 分类算法被分成一个或多个输入不变部分和一个或多个输入相关分类部分。 分类算法的输入不变部分捕获由分类算法操作的多个数据元素之间的底层和不变的关系,而一个或多个分类部分根据各种分类体现数据元素的概率标签。 对于任何给定的迭代,用户的输入用于修改算法的至少一个分类部分。 基于一个或多个修改的分类部分和一个或多个输入不变部分的计算上简单的组合来确定重新计算的分类部分(即更新的分类结果)。 优选地,使用图形用户界面来征求用户输入。 以这种方式,可以显着减少用户反馈迭代之间的等待时间,从而将主动学习应用于分类任务成为现实。
    • 59. 发明申请
    • CONTACT DETAILS SERVICE
    • 联系方式
    • WO2008134821A1
    • 2008-11-13
    • PCT/AU2008/000635
    • 2008-05-07
    • ACCENTURE GLOBAL SERVICES GMBHTERRILL, Bernard, James
    • TERRILL, Bernard, James
    • G06F17/30
    • G06Q10/10
    • A method for a user to advise related entities with respect to a consumer service of their contact details wherein the user submits data to a Contact Details Registration Service to register their use of the consumer service; the Contact Details Registration Service allocating the user with a unique identification indicia and transmitting same to the user for subsequent use in communications with the Contact Details Registration Service and/or any related entities of the consumer service registered with the Contact Details Registration Service; the data submitted by the user including their contact details and having at least an address to which correspondence is to be sent, the contact details being associated with the unique identification indicia of the user by the Contact Detail Registration Service and stored in a database; and the user's contact details being accessible to the consumer service, or related entities thereof, upon provision of the user's associated unique identification identifier to the Contact Details Registration Service database.
    • 一种用于用户向消费者服务提供其联系细节的相关实体的方法,其中用户向联系人详细注册服务提交数据以注册其对消费者服务的使用; 联系人详细注册服务向用户分配唯一的识别标记,并将其发送给用户以供随后用于与联系人详细注册服务和/或与联系人详细注册服务注册的消费者服务的任何相关实体的通信; 用户提交的数据包括他们的联系人详细信息,并且至少具有要发送对应关系的地址,联系人详细信息由联系人详细注册服务与用户的唯一标识标记相关联并存储在数据库中; 并且在将用户的相关联的唯一标识标识符提供给联系人详细注册服务数据库时,用户的联系人详细信息可由消费者服务或其相关实体访问。