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1. 发明申请

US20080319897A1 APPARATUS AND METHOD FOR SIMULATING AN ANALYTIC VALUE CHAIN 有权
公开(公告)号：US20080319897A1
公开(公告)日：2008-12-25
申请号：US12143453
申请日：2008-06-20
申请人： Gerald Fahner , Joseph P. Milana
发明人： Gerald Fahner , Joseph P. Milana
IPC分类号： G06Q40/00
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.

2. 发明授权

US07774272B2 Apparatus and method for simulating an analytic value chain 有权
标题翻译：用于模拟分析价值链的装置和方法
公开(公告)号：US07774272B2
公开(公告)日：2010-08-10
申请号：US12143453
申请日：2008-06-20
申请人： Gerald Fahner , Joseph P. Milana
发明人： Gerald Fahner , Joseph P. Milana
IPC分类号： G06Q40/00
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.
摘要翻译：计算机实现的模拟器建模整个分析价值链，使数据生成，模型拟合和策略优化成为模拟的重要组成部分。数据收集工作，数据挖掘算法，预测建模技术和策略开发方法定义了业务运营的分析价值链：数据→模型→策略→利润。对模拟器的输入包括消费者数据和对消费者或帐户采取的潜在行动。本发明将已知的消费者或帐户以及企业可能对该消费者或帐户采取的潜在行动映射到潜在的未来财务业绩。在使用不同的输入迭代地执行模拟之后，对创新对利润模型的影响进行建模，模拟器输出了分析创新的商业价值的预测。

3. 发明授权

US07702576B2 Apparatus and method for simulating an analytic value chain 有权
公开(公告)号：US07702576B2
公开(公告)日：2010-04-20
申请号：US12143428
申请日：2008-06-20
申请人： Gerald Fahner , Joseph P. Milana
发明人： Gerald Fahner , Joseph P. Milana
IPC分类号： G06Q60/00
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.

4. 发明授权

US07813981B2 Apparatus and method for simulating an analytic value chain 有权
公开(公告)号：US07813981B2
公开(公告)日：2010-10-12
申请号：US11463245
申请日：2006-08-08
申请人： Gerald Fahner , Joseph P. Milana
发明人： Gerald Fahner , Joseph P. Milana
IPC分类号： G06Q40/00
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.

5. 发明申请

US20080313073A1 APPARATUS AND METHOD FOR SIMULATING AN ANALYTIC VALUE CHAIN 有权
标题翻译：用于模拟分析价值链的装置和方法
公开(公告)号：US20080313073A1
公开(公告)日：2008-12-18
申请号：US12143428
申请日：2008-06-20
申请人： Gerald Fahner , Joseph P. Milana
发明人： Gerald Fahner , Joseph P. Milana
IPC分类号： G06Q40/00
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.
摘要翻译：计算机实现的模拟器建模整个分析价值链，使数据生成，模型拟合和策略优化成为模拟的重要组成部分。数据收集工作，数据挖掘算法，预测建模技术和策略开发方法定义了业务运营的分析价值链：数据 - 模型 - 策略 - 利润。对模拟器的输入包括消费者数据和对消费者或帐户采取的潜在行动。本发明将已知的消费者或帐户以及企业可能对该消费者或帐户采取的潜在行动映射到潜在的未来财务业绩。在使用不同的输入迭代地执行模拟之后，对创新对利润模型的影响进行建模，模拟器输出了分析创新的商业价值的预测。

6. 发明申请

US20120078681A1 MULTI-HIERARCHICAL CUSTOMER AND PRODUCT PROFILING FOR ENHANCED RETAIL OFFERINGS 审中-公开
标题翻译：多层次的客户和增值零售商的产品简介
公开(公告)号：US20120078681A1
公开(公告)日：2012-03-29
申请号：US12890332
申请日：2010-09-24
申请人： Shafi Ur Rahman , Pawan Saraswat , Amit Kiran Sowani , Gerald Fahner
发明人： Shafi Ur Rahman , Pawan Saraswat , Amit Kiran Sowani , Gerald Fahner
IPC分类号： G06F17/30
CPC分类号： G06Q30/0201
摘要： The current subject matter provides the ability to infer a richer customer profile using purchase transaction data in conjunction with various hierarchical groupings of products as well as an ability to characterize products such that they can be used to enrich customer profiles. Related apparatus, systems, techniques and articles are also described.
摘要翻译：目前的主题提供了使用购买交易数据结合产品的各种分层分组以及表征产品以使其可以用于丰富客户简档的能力来推断更丰富的客户简档的能力。还描述了相关设备，系统，技术和物品。

7. 发明授权

US09721267B2 Coupon effectiveness indices 有权
公开(公告)号：US09721267B2
公开(公告)日：2017-08-01
申请号：US12971610
申请日：2010-12-17
申请人： Gerald Fahner , Zhenyu Yan , Shafi Rahman , Amit Kiran Sowani
发明人： Gerald Fahner , Zhenyu Yan , Shafi Rahman , Amit Kiran Sowani
IPC分类号： G06Q30/00 , G06Q30/02
CPC分类号： G06Q30/0211 , G06Q30/0242
摘要： Profiles characterizing each of a plurality of consumers are received. Thereafter, each profile is associated with one of a plurality of customer segments (e.g., matched pairs, etc.). Thereafter, a coupon effectiveness index is determined for each of the plurality of consumers for an offering based on the associated customer segment. The coupon effectiveness indices model characterizes causal effects estimates determined using historical data of purchases of individuals having varying coupon treatments for the offering. Subsequently, provision of at least a portion of the determined coupon effectiveness indices is initiated. Related apparatus, systems, techniques and articles are also described.

8. 发明申请

US20100049538A1 METHOD AND APPARATUS FOR SELECTING NEXT ACTION 审中-公开
标题翻译：选择下一个行动的方法和装置
公开(公告)号：US20100049538A1
公开(公告)日：2010-02-25
申请号：US12197134
申请日：2008-08-22
申请人： Durban Frazer , Helen Geraldine E. Rosario , Marc-David Cohen , Gerald Fahner
发明人： Durban Frazer , Helen Geraldine E. Rosario , Marc-David Cohen , Gerald Fahner
IPC分类号： G06Q99/00
CPC分类号： G06Q30/0201 , G06Q30/02 , G06Q30/0241 , G06Q30/0244
摘要： A method for selecting a next action includes reading transaction data, determining insights and relationships between a first entity and a second entity from the collected transaction data. Once these relationships and insights have been determined, the possibility of a future event occurring in one of a number of selected time periods can be determined using a predictive time-to-event component. A system for selecting a next action includes a memory for storing transaction data, an insight/relationship determination module, and a predictive time-to-event module. The memory, the insight/relationship determination module and the predictive time-to-event module carry out the above method. A programmable media having an instruction set can also cause a machine to carry out the above method.
摘要翻译：用于选择下一个动作的方法包括从所收集的交易数据读取交易数据，确定第一实体和第二实体之间的见解和关系。一旦确定了这些关系和见解，可以使用预测时间到事件组件来确定在多个选定时间段之一中发生的未来事件的可能性。用于选择下一个动作的系统包括用于存储交易数据的存储器，洞察/关系确定模块和预测时间到事件模块。存储器，洞察/关系确定模块和预测时间到事件模块执行上述方法。具有指令集的可编程媒体也可使机器执行上述方法。

9. 发明申请

US20070067195A1 APPARATUS AND METHOD FOR SIMULATING AN ANALYTIC VALUE CHAIN 有权
标题翻译：用于模拟分析价值链的装置和方法
公开(公告)号：US20070067195A1
公开(公告)日：2007-03-22
申请号：US11463245
申请日：2006-08-08
申请人： Gerald Fahner , Joseph Milana
发明人： Gerald Fahner , Joseph Milana
IPC分类号： G06F17/30
CPC分类号： G06Q10/00 , G06Q20/10 , G06Q40/00 , G06Q40/025
摘要： A computer-implemented simulator models the entire analytic value chain so that data generation, model fitting and strategy optimization are an integral part of the simulation. Data collection efforts, data mining algorithms, predictive modeling technologies and strategy development methodologies define the analytic value chain of a business operation: data→models→strategies→profit. Inputs to the simulator include consumer data and potential actions to be taken regarding a consumer or account. The invention maps what is known about a consumer or an account and the potential actions that the business can take on that consumer or account to potential future financial performance. After iteratively performing simulations using varying inputs, modeling the effect of the innovation on a profit model, the simulator outputs a prediction of the commercial value of an analytic innovation.
摘要翻译：计算机实现的模拟器建模整个分析价值链，使数据生成，模型拟合和策略优化成为模拟的重要组成部分。数据收集工作，数据挖掘算法，预测建模技术和策略开发方法定义了业务运营的分析价值链：数据 - 模型 - 策略 - 利润。对模拟器的输入包括消费者数据和对消费者或帐户采取的潜在行动。本发明将已知的消费者或帐户以及企业可能对该消费者或帐户采取的潜在行动映射到潜在的未来财务业绩。在使用不同的输入迭代地执行模拟之后，对创新对利润模型的影响进行建模，模拟器输出了分析创新的商业价值的预测。

10. 发明授权

US08682762B2 Causal modeling for estimating outcomes associated with decision alternatives 有权
标题翻译：用于估计与决策替代方案相关的结果的因果模型
公开(公告)号：US08682762B2
公开(公告)日：2014-03-25
申请号：US12958368
申请日：2010-12-01
申请人： Gerald Fahner
发明人： Gerald Fahner
IPC分类号： G06Q40/00
CPC分类号： G06Q40/02
摘要： A method and system for estimating potential future outcomes resulting from decision alternatives is presented to enable lenders to make lending related decisions. The estimation is based on a propensity score variable that encompasses an effect of multiple covariates associated with one or more individuals for whom the estimation is being performed. For consistency with empirical testing, the estimation approach assumes conditions of unconfoundedness and localized common support. According to the unconfoundedness assumption, for a given variable, the potential outcomes are conditionally independent of the decision alternatives. According to the localized common support assumption, an overlap is ensured between individual accounts that are categorized together as potentially having the same future outcome. The outcomes and an effect (e.g. comparison) of the outcomes may be displayed graphically.
摘要翻译：提出了一种用于估计由决策替代产生的潜在未来结果的方法和系统，以使贷款人能够作出借贷相关决定。估计是基于倾向评分变量，其包含与正在执行估计的一个或多个个体相关联的多个协变量的影响。为了与经验测试的一致性，估计方法假定无约束条件和局部共同支持。根据无约束的假设，对于给定的变量，潜在的结果有条件地独立于决策替代方案。根据本地化的共同支持假设，确保分类在一起的个人账户之间的重叠可能具有相同的未来结果。结果的结果和结果（例如比较）可以图形显示。

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