-
公开(公告)号：US09665830B2
公开(公告)日：2017-05-30
申请号：US14341525
申请日：2014-07-25
申请人： Yu Cheng , Xingtian Shi , Wen-Syan Li
发明人： Yu Cheng , Xingtian Shi , Wen-Syan Li
CPC分类号： G06N99/005
摘要： A system for forecast modeling includes at least one processor and at least one database that is operably coupled to the at least one processor. The database includes a time series data module that is configured to store time series data for a domain, an exogenous data module that is configured to store exogenous data associated with multiple exogenous factors and a feedback module that is configured to collect and store feedback data from multiple online users, where the feedback data is related to the exogenous data and the exogenous factors. The system includes a data pre-processor module that is configured to use the at least one processor to identify and select a portion of the exogenous factors using the feedback data collected from the online users for use in a forecast model in combination with the time series data for the domain.
-
公开(公告)号：US20160026930A1
公开(公告)日：2016-01-28
申请号：US14341525
申请日：2014-07-25
申请人： Yu Cheng , Xingtian Shi , Wen-Syan Li
发明人： Yu Cheng , Xingtian Shi , Wen-Syan Li
CPC分类号： G06N99/005
摘要： A system for forecast modeling includes at least one processor and at least one database that is operably coupled to the at least one processor. The database includes a time series data module that is configured to store time series data for a domain, an exogenous data module that is configured to store exogenous data associated with multiple exogenous factors and a feedback module that is configured to collect and store feedback data from multiple online users, where the feedback data is related to the exogenous data and the exogenous factors. The system includes a data pre-processor module that is configured to use the at least one processor to identify and select a portion of the exogenous factors using the feedback data collected from the online users for use in a forecast model in combination with the time series data for the domain.
摘要翻译： 一种用于预测建模的系统包括至少一个处理器和至少一个可操作地耦合到所述至少一个处理器的数据库。 数据库包括被配置为存储域的时间序列数据的时间序列数据模块，被配置为存储与多个外部因素相关联的外部数据的外部数据模块，以及被配置为收集和存储来自 多个在线用户，反馈数据与外生数据和外生因素有关。 该系统包括数据预处理器模块，其被配置为使用至少一个处理器来使用从在线用户收集的反馈数据来识别和选择一部分外部因素，以用于与预测模型结合时间序列 域的数据。
-
公开(公告)号：US20150006292A1
公开(公告)日：2015-01-01
申请号：US13934803
申请日：2013-07-03
申请人： Wen-Syan Li , Xingtian Shi
发明人： Wen-Syan Li , Xingtian Shi
IPC分类号： G06Q30/02
CPC分类号： G06Q30/0264
摘要： In accordance with aspects of the disclosure, systems and methods are provided for managing promotion scheduling by generating a promotion sales plan for scheduling promotion events within one or more time intervals based on potential promotion sales strategies for use with one or more products within the one or more time intervals while considering constraints related to the historic sales data for each product.
摘要翻译： 根据本公开的方面，提供了系统和方法，用于通过基于与一个或多个时间间隔内的一个或多个产品一起使用的潜在促销销售策略生成用于在一个或多个时间间隔内安排促销事件的促销销售计划来管理促销调度 考虑与每个产品的历史销售数据相关的限制的更多时间间隔。
-
公开(公告)号：US20140164170A1
公开(公告)日：2014-06-12
申请号：US13720031
申请日：2012-12-19
申请人： Wen-Syan Li , Bin Dong , Teller Lin , Tianyu Luwang , Yongyuan Shen , Xingtian Shi , Zheng Long Wei , Zheren Zhu
发明人： Wen-Syan Li , Bin Dong , Teller Lin , Tianyu Luwang , Yongyuan Shen , Xingtian Shi , Zheng Long Wei , Zheren Zhu
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0631
摘要： The method includes determining at least one business objective on which to base a recommendation list for a first item, associating a configurable target with the business objective, the configurable target being based on a goal for a second item, determining at least one business constraint relating the first item with the second item, the at least one business constraint being based on the business objective and the associated configurable target and generating the recommendation list for the first item based on a list of candidate items and the business constraint.
摘要翻译： 该方法包括确定至少一个业务目标，基于哪个基于第一项目的推荐列表，将可配置目标与业务目标相关联，可配置目标基于第二项目的目标，确定至少一个业务约束相关 所述第一项目具有所述第二项目，所述至少一个业务约束基于所述业务目标和相关联的可配置目标，并且基于候选项目列表和所述业务约束生成所述第一项目的所述推荐列表。
-
公开(公告)号：US10068186B2
公开(公告)日：2018-09-04
申请号：US14663701
申请日：2015-03-20
申请人： Xingtian Shi , Wen-Syan Li
发明人： Xingtian Shi , Wen-Syan Li
摘要： Techniques are described for forming a machine learning model vector, or just model vector, that represents a weighted combination of machine learning models, each associated with a corresponding feature set and parameterized by corresponding model parameters. A model vector generator generates such a model vector for executing automated machine learning with respect to historical data, including generating the model vector through an iterative selection of values for a feature vector, a weighted model vector, and a parameter vector that comprise the model vector. Accordingly, the various benefits of known and future machine learning algorithms are provided in a fast, effective, and efficient manner, which is highly adaptable to many different types of use cases.
-
公开(公告)号：US09396270B2
公开(公告)日：2016-07-19
申请号：US13934799
申请日：2013-07-03
申请人： Wen-Syan Li , Xingtian Shi
发明人： Wen-Syan Li , Xingtian Shi
CPC分类号： G06F17/30867
摘要： In accordance with aspects of the disclosure, systems and methods are provided for managing context aware recommendations by providing recommendations to a user in response to a query related to the user by integrating contextual information of a context related to the user in a recommendation model while considering a granular structure of the context and the contextual information thereof.
摘要翻译： 根据本公开的方面，提供了系统和方法，用于通过在推荐模型中集成与用户相关的上下文的上下文信息的同时考虑到与用户相关的查询来向用户提供建议来管理上下文感知建议，同时考虑 上下文的粒度结构及其上下文信息。
-
公开(公告)号：US20150006553A1
公开(公告)日：2015-01-01
申请号：US13934799
申请日：2013-07-03
申请人： Wen-Syan Li , Xingtian Shi
发明人： Wen-Syan Li , Xingtian Shi
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： In accordance with aspects of the disclosure, systems and methods are provided for managing context aware recommendations by providing recommendations to a user in response to a query related to the user by integrating contextual information of a context related to the user in a recommendation model while considering a granular structure of the context and the contextual information thereof.
摘要翻译： 根据本公开的方面，提供了系统和方法，用于通过在推荐模型中集成与用户相关的上下文的上下文信息的同时考虑到与用户相关的查询来向用户提供建议来管理上下文感知建议，同时考虑 上下文的粒度结构及其上下文信息。
-
8.发明申请公开(公告)号：US20160125333A1
公开(公告)日：2016-05-05
申请号：US14532330
申请日：2014-11-04
申请人： Yu Cheng , Mengjiao Wang , Wen-Syan Li
发明人： Yu Cheng , Mengjiao Wang , Wen-Syan Li
CPC分类号： G06Q10/06312 , G06Q10/083 , G06Q10/087
摘要： The present disclosure relates to a computer system comprising a database including, a reallocation scheduling module, the reallocation scheduling module configured to obtain an objective function including one or more integer-valued decision variables and automatically determine a proposed reallocation scheme for each of one or more items between a plurality of locations based on the objective function, wherein determining the reallocation scheme includes finding values of one or more decision variables that optimize the objective function while obeying the one or more constraints, wherein determining a proposed reallocation scheme includes solving an integer quadratic programming problem.
摘要翻译： 本公开涉及包括数据库的计算机系统，所述数据库包括重新分配调度模块，所述重新分配调度模块被配置为获得包括一个或多个整数值决策变量的目标函数，并且自动地确定所提出的重新分配方案中的一个或多个 基于目标函数的多个位置之间的项目，其中确定重新分配方案包括在遵守一个或多个约束的情况下找到优化目标函数的一个或多个决策变量的值，其中确定所提出的重新分配方案包括求解整数二次方 编程问题。
-
公开(公告)号：US20160124818A1
公开(公告)日：2016-05-05
申请号：US14528482
申请日：2014-10-30
申请人： Mengjiao WANG , Yu CHENG , Wen-Syan Li
发明人： Mengjiao WANG , Yu CHENG , Wen-Syan Li
CPC分类号： G06F11/203 , G06F9/452 , G06F9/45558 , G06F9/50 , G06F11/1451 , G06F11/1484 , G06F2009/45562 , G06F2009/4557 , G06F2009/45575 , G06F2201/805 , G06F2201/84 , H04L41/0663 , H04L67/1008 , H04L67/1095 , H04L69/40
摘要： A failover manager may be configured to determine a plurality of tenants executable on a server of a plurality of servers, each tenant being a virtual machine executable on the server in communication with at least one corresponding user. The failover manager may include a replicated tenant placement selector configured to dispatch a first replicated tenant for a first tenant of the plurality of tenants to a first standby server of the plurality of servers, and configured to dispatch a second replicated tenant for a second tenant of the plurality of tenants to a second standby server of the plurality of servers. The failover manager also may include a replicated tenant loader configured to activate, based on a failure of the server, the first replicated tenant on the first standby server to replace the first tenant, and the second replicated tenant on the second standby server to replace the second tenant.
摘要翻译： 故障转移管理器可以被配置为确定在多个服务器的服务器上可执行的多个租户，每个租户是在服务器上与至少一个对应的用户通信的可执行的虚拟机。 故障转移管理器可以包括复制的租户放置选择器，其被配置为向多个服务器的第一备用服务器发送用于多个租户的第一租户的第一复制租户，并且被配置为为第二租户 多个租户到多个服务器的第二备用服务器。 故障转移管理器还可以包括复制租户加载器，其被配置为基于服务器的故障来激活第一备用服务器上的第一复制租户以替换第一租户，并且第二备用服务器上的第二复制租户替换 第二租户。
-
公开(公告)号：US20160012135A1
公开(公告)日：2016-01-14
申请号：US14328522
申请日：2014-07-10
申请人： Heng Wang , Gufei Sun , Wen-Syan Li
发明人： Heng Wang , Gufei Sun , Wen-Syan Li
IPC分类号： G06F17/30
CPC分类号： G11C5/04 , G06F13/4282 , G06F17/30867 , G06F2213/0032 , G11C5/06 , G11C14/0018
摘要： A classifier may be used to receive, via a website, user input associated with a product search of a user, and may be further used to identify a plurality of filters associated with the product search and predict a user-specific subset of the plurality of filters. Then, a filter manager may be used to provide a webpage of the website to the user, based on the user-specific filter subset.
摘要翻译： 分类器可以用于经由网站接收与用户的产品搜索相关联的用户输入，并且还可以用于识别与产品搜索相关联的多个过滤器，并且预测多个 过滤器。 然后，过滤器管理器可以用于基于用户特定的过滤器子集向用户提供网站的网页。
-
-
-
-
-
-
-
-
-
搜索结果
118 条记录 (耗时 0.027 秒)
