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1. 发明授权

US08239245B2 Method and apparatus for end-to-end retail store site optimization 失效
标题翻译：端到端零售店网站优化的方法和设备
公开(公告)号：US08239245B2
公开(公告)日：2012-08-07
申请号：US12017673
申请日：2008-01-22
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
IPC分类号： G06Q30/00 , G06Q40/00 , G06Q10/00
CPC分类号： G06Q10/04 , G06Q30/0205
摘要： A method and apparatus for end-to-end retail store one-stop site configuration integrates multiple data sources, identifying key customers, forecasting merchandise demand. Site configuration is formulated as a mathematical optimization problem with both in-store and external data as input to the problem whose solution provides proper suggestions for retail store transformation.
摘要翻译：端到端零售店一站式配置的方法和装置集成了多个数据源，识别关键客户，预测商品需求。现场配置被形容为一个数学优化问题，可以将店内和外部数据作为输入问题的输入，解决方案为零售店转型提供了适当的建议。

2. 发明授权

US08265984B2 Method and apparatus for unified optimization model for retail network configuration 失效
标题翻译：零售网络配置统一优化模型的方法和装置
公开(公告)号：US08265984B2
公开(公告)日：2012-09-11
申请号：US12117540
申请日：2008-05-08
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
IPC分类号： G06Q30/00
CPC分类号： G06Q10/04 , G06Q10/0637
摘要： A method and system for integrating multiple factors into a unified optimization model for retail network configuration, in one aspect, obtains input data for modeling store configuration. The input data may include demand of each merchandise category from each customer segment in each facility, geographic distribution of stores in an area, current revenue of stores, and physical cost of reconfiguring stores. A trade area is generated as a function of store location, store format, and store capacity. The method and system also generates trade area demand summation representing predicted total demand of all stores for all merchandise categories for all customer segments in the trade area, as a function of store location, store format, store capacity, merchandise category, and customer segment associated with the trade area. An objective function is constructed as a function of said trade area demand summation, current revenue of stores, and physical cost of reconfiguring stores.
摘要翻译：一种将多个因素整合到零售网络配置的统一优化模型中的方法和系统，一方面获取用于建模商店配置的输入数据。输入数据可以包括每个设施中的每个客户段的每个商品类别的需求，区域中的商店的地理分布，商店的当前收入以及重新配置商店的物理成本。作为商店位置，商店格式和商店容量的函数生成交易区域。该方法和系统还根据商店位置，商店格式，商店容量，商品类别和相关客户细分，生成代表业务区域中所有客户区域的所有商品类别的所有商店的预期总需求的交易区域需求总和与贸易区。构建目标函数作为所述贸易区域需求求和，商店的当前收入以及重新配置商店的实际成本的函数。

3. 发明申请

US20090281869A1 METHOD AND APPARATUS FOR INTEGRATED MULTIPLE FACTORS INTO A UNIFIED OPTIMIZATION MODEL FOR RETAIL NETWORK CONFIGURATION 失效
标题翻译：综合多元因子的方法和装置进入零售网络配置的统一优化模型
公开(公告)号：US20090281869A1
公开(公告)日：2009-11-12
申请号：US12117540
申请日：2008-05-08
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Ming Xie , Wen Jun Yin , Bin Zhang , Cindy Q. Zhang
IPC分类号： G06Q10/00
CPC分类号： G06Q10/04 , G06Q10/0637
摘要： A method and system for integrating multiple factors into a unified optimization model for retail network configuration, in one aspect, obtains input data for modeling store configuration. The input data may include demand of each merchandise category from each customer segment in each facility, geographic distribution of stores in an area, current revenue of stores, and physical cost of reconfiguring stores. A trade area is generated as a function of store location, store format, and store capacity. The method and system also generates trade area demand summation representing predicted total demand of all stores for all merchandise categories for all customer segments in the trade area, as a function of store location, store format, store capacity, merchandise category, and customer segment associated with the trade area. An objective function is constructed as a function of said trade area demand summation, current revenue of stores, and physical cost of reconfiguring stores.
摘要翻译：一种将多个因素整合到零售网络配置的统一优化模型中的方法和系统，一方面获取用于建模商店配置的输入数据。输入数据可以包括每个设施中的每个客户段的每个商品类别的需求，区域中的商店的地理分布，商店的当前收入以及重新配置商店的物理成本。作为商店位置，商店格式和商店容量的函数生成交易区域。该方法和系统还根据商店位置，商店格式，商店容量，商品类别和相关客户细分，生成代表业务区域中所有客户区域的所有商品类别的所有商店的预期总需求的交易区域需求总和与贸易区。构建目标函数作为所述贸易区域需求求和，商店的当前收入以及重新配置商店的实际成本的函数。

4. 发明授权

US08386298B2 Competing simulator in multi-channel retailing environment among multiple retailers 有权
标题翻译：多渠道零售环境中的竞争模拟器
公开(公告)号：US08386298B2
公开(公告)日：2013-02-26
申请号：US12859028
申请日：2010-08-18
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Hai Rong Lv , Wen Jun Yin , Bin Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Hai Rong Lv , Wen Jun Yin , Bin Zhang
IPC分类号： G06Q10/00 , G06Q30/00
CPC分类号： G06Q30/0201 , G06Q30/02
摘要： A system, method and computer program product for providing the ability for retailers to devise a current channel strategy (e.g., adaptive price setting) that considers competitors in a dynamic competing environment, and that enables computing a competitive advantage of a channel. To estimate a price for selling a product j in a commerce channel comprises: a) receiving, at a processor device, real market data including sales and price history data of a product j sold by one or more retailers over one or alternate sales channels t; generating, by the processor device, a competitive advantage parameter value based on the sales and price history data; and, computing, utilizing the competitive advantage parameter value, an optimum price for a particular product to be marketed in one of the one or alternate sales channel.
摘要翻译：一种系统，方法和计算机程序产品，用于为零售商提供在动态竞争环境中考虑竞争对手的当前渠道策略（例如，自适应价格设置）的能力，并且能够计算渠道的竞争优势。估计在商业通道中销售产品j的价格包括：a）在处理器设备处接收包括由一个或多个零售商通过一个或多个销售渠道销售的产品j的销售和价格历史数据的真实市场数据 ; 由所述处理器设备基于所述销售和价格历史数据生成竞争优势参数值; 以及利用竞争优势参数值计算在一个或另一个销售渠道之一上销售的特定产品的最优价格。

5. 发明授权

US08260646B2 Method and apparatus for customer segmentation using adaptive spectral clustering 失效
标题翻译：使用自适应光谱聚类的客户分割的方法和装置
公开(公告)号：US08260646B2
公开(公告)日：2012-09-04
申请号：US12539256
申请日：2009-08-11
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
IPC分类号： G06Q10/00
CPC分类号： G06Q30/02 , G06Q30/0201 , G06Q30/0204
摘要： A method and system for customer segmentation using adaptive spectral clustering may include determining initial segmentation labels, determining new customer behavior data, formulating a single objective minimization function that integrates the initial segmentation labels with the new customer behavior data, and determining best fit to both the initial segmentation labels and the new customer behavior data simultaneously by minimizing the single objective minimization function.
摘要翻译：用于使用自适应光谱聚类的客户分割的方法和系统可以包括确定初始分割标签，确定新的客户行为数据，制定将初始分割标签与新的客户行为数据集成的单个目标最小化函数，以及确定最佳匹配通过最小化单个目标最小化函数同时初始分割标签和新的客户行为数据。

6. 发明申请

US20110040601A1 METHOD AND APPARATUS FOR CUSTOMER SEGMENTATION USING ADAPTIVE SPECTRAL CLUSTERING 失效
标题翻译：使用自适应光谱聚类的客户分类的方法和装置
公开(公告)号：US20110040601A1
公开(公告)日：2011-02-17
申请号：US12539256
申请日：2009-08-11
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
IPC分类号： G06Q10/00
CPC分类号： G06Q30/02 , G06Q30/0201 , G06Q30/0204
摘要： A method and system for customer segmentation using adaptive spectral clustering may include determining initial segmentation labels, determining new customer behavior data, formulating a single objective minimization function that integrates the initial segmentation labels with the new customer behavior data, and determining best fit to both the initial segmentation labels and the new customer behavior data simultaneously by minimizing the single objective minimization function.
摘要翻译：用于使用自适应光谱聚类的客户分割的方法和系统可以包括确定初始分割标签，确定新的客户行为数据，制定将初始分割标签与新的客户行为数据集成的单个目标最小化函数，以及确定最佳匹配通过最小化单个目标最小化函数同时初始分割标签和新的客户行为数据。

7. 发明申请

US20090187464A1 METHOD AND APPARATUS FOR END-TO-END RETAIL STORE SITE OPTIMIZATION 失效
标题翻译：端到端零售店现场优化的方法与装置
公开(公告)号：US20090187464A1
公开(公告)日：2009-07-23
申请号：US12017673
申请日：2008-01-22
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
IPC分类号： G06F17/00
CPC分类号： G06Q10/04 , G06Q30/0205
摘要： A method and apparatus for end-to-end retail store one-stop site configuration integrates multiple data sources, identifying key customers, forecasting merchandise demand. Site configuration is formulated as a mathematical optimization problem with both in-store and external data as input to the problem whose solution provides proper suggestions for retail store transformation.
摘要翻译：端到端零售店一站式配置的方法和装置集成了多个数据源，识别关键客户，预测商品需求。现场配置被形容为一个数学优化问题，可以将店内和外部数据作为输入问题的输入，解决方案为零售店转型提供了适当的建议。

8. 发明申请

US20110145237A1 METHOD AND SYSTEM FOR MERCHANDISE HIERARCHY REFINEMENT BY INCORPORATION OF PRODUCT CORRELATION 失效
标题翻译：通过产品关联合并进行商品分级修订的方法和系统
公开(公告)号：US20110145237A1
公开(公告)日：2011-06-16
申请号：US12636444
申请日：2009-12-11
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Zhong Lin Lin , Hai Rong Lv , Wen Jun Yin
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Zhong Lin Lin , Hai Rong Lv , Wen Jun Yin
IPC分类号： G06F17/30
CPC分类号： G06Q10/087 , G06F17/30539 , G06Q30/02
摘要： System, method and computer program product for adjusting a representation of a merchandise hierarchy associated with an entity such as a retailer or wholesaler of products. Product correlation information discovered in that entity's customers' shopping records are obtained and incorporated into an existing merchandise hierarchy with a constraint on the consistency with the existing hierarchy.
摘要翻译：用于调整与诸如零售商或批发商的实体相关联的商品层级的表示的系统，方法和计算机程序产品。在该实体的客户购物记录中发现的产品相关信息被获得并且并入现有的商品层次结构中，并且与现有层次结构的一致性受到约束。

9. 发明授权

US08346783B2 Method and system for merchandise hierarchy refinement by incorporation of product correlation 失效
标题翻译：通过结合产品相关性对商品层级进行细化的方法和系统
公开(公告)号：US08346783B2
公开(公告)日：2013-01-01
申请号：US12636444
申请日：2009-12-11
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Zhong Lin Lin , Hai Rong Lv , Wen Jun Yin
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Zhong Lin Lin , Hai Rong Lv , Wen Jun Yin
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06Q10/087 , G06F17/30539 , G06Q30/02
摘要： System, method and computer program product for adjusting a representation of a merchandise hierarchy associated with an entity such as a retailer or wholesaler of products. Product correlation information discovered in that entity's customers' shopping records are obtained and incorporated into an existing merchandise hierarchy with a constraint on the consistency with the existing hierarchy.
摘要翻译：用于调整与诸如零售商或批发商的实体相关联的商品层级的表示的系统，方法和计算机程序产品。在该实体的客户购物记录中发现的产品相关信息被获得并且并入现有的商品层次结构中，并且与现有层次结构的一致性受到约束。

10. 发明申请

US20120084118A1 SALES PREDICATION FOR A NEW STORE BASED ON ON-SITE MARKET SURVEY DATA AND HIGH RESOLUTION GEOGRAPHICAL INFORMATION 审中-公开
标题翻译：基于现场市场调查数据和高分辨率地理信息对新店进行销售预测
公开(公告)号：US20120084118A1
公开(公告)日：2012-04-05
申请号：US12894880
申请日：2010-09-30
申请人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Hai Rong Lv , Wen Jun Yin
发明人： Xin Xin Bai , Jin Dong , Ta-Hsin Li , Hai Rong Lv , Wen Jun Yin
IPC分类号： G06Q10/00
CPC分类号： G06Q30/0202
摘要： A method for predicting sales for a new store in a certain geographical area is disclosed, the method comprising geographic and non-geographic information and customer segmentation in the area to estimate sales and optionally the impact on existing competitor stores.
摘要翻译：公开了一种用于预测特定地理区域中的新商店的销售的方法，该方法包括在该区域中的地理和非地理信息以及客户细分以估计销售量以及可选地对现有竞争对手商店的影响。

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