公开(公告)号：US20130006739A1

公开(公告)日：2013-01-03

申请号：US13174309

申请日：2011-06-30

申请人： Eric Horvitz ,  Gur Kimchi ,  Lili Cheng ,  Doug Burger ,  Stelios Paparizos ,  Marc Davis

发明人： Eric Horvitz ,  Gur Kimchi ,  Lili Cheng ,  Doug Burger ,  Stelios Paparizos ,  Marc Davis

IPC分类号： G06Q30/00

CPC分类号： G06Q30/0222 ,  G06Q10/0832 ,  G06Q10/08355 ,  G06Q30/06

摘要： A marketplace server and method for facilitating purchase transactions are provided. A marketplace server may include a routing engine configured to receive an order for goods from a first computing device associated with a first customer, with the order including a first delivery address of the customer. The routing engine also calculates a delivery route to the first delivery address. An offer engine is configured to create an offer for other goods. The offer includes a shipping incentive associated with a second delivery address of a second customer. The offer may be targeted to the second customer based on a proximity of the second delivery address to the delivery route. The offer engine sends the offer to a second computing device associated with the second customer. Upon receiving an acceptance of the offer from the computing device, the offer engine processes a purchase transaction for the offer.

摘要翻译： 提供了一种用于促进采购交易的市场服务器和方法。 市场服务器可以包括路由引擎，路由引擎被配置为从与第一客户相关联的第一计算设备接收货物的订单，该订单包括客户的第一传送地址。 路由引擎还计算到第一个传送地址的传输路由。 优惠引擎被配置为为其他商品创建报价。 该优惠包括与第二客户的第二送货地址相关联的运送激励。 基于第二递送地址与递送路线的接近度，该优惠可以针对第二客户。 报价引擎将报价发送给与第二客户相关联的第二计算设备。 在接收到来自计算设备的报价的接收之后，报价引擎处理该报价的购买交易。

公开(公告)号：US20110264598A1

公开(公告)日：2011-10-27

申请号：US12764676

申请日：2010-04-21

申请人： Ariel Fuxman ,  Hoa Nguyen ,  Juliana Freire de Lima e Silva ,  Stelios Paparizos ,  Rakesh Agrawal ,  Zhimin Chen ,  Lawrence William Colagiovanni ,  Prakash Sikchi

发明人： Ariel Fuxman ,  Hoa Nguyen ,  Juliana Freire de Lima e Silva ,  Stelios Paparizos ,  Rakesh Agrawal ,  Zhimin Chen ,  Lawrence William Colagiovanni ,  Prakash Sikchi

IPC分类号： G06Q10/00 ,  G06Q30/00

CPC分类号： G06F17/30386 ,  G06Q30/0281 ,  G06Q30/0603

摘要： Methods and systems for automatically synthesizing product information from multiple data sources into an on-line catalog are disclosed, and in particular, for automatically synthesizing the product information based on attribute-value pairs. Information for a product may be obtained, via entity extraction, feed ingestion, and other mechanisms, from a plurality of structured and unstructured data sources having different taxonomies and schemas. Product information may additionally or alternatively be obtained or derived based on popularity data. The product information may be cleansed, segmented and normalized. The product information may be clustered so closest products, attribute names and attribute values are associated. A representative value for an attribute name may be determined, and the on-line catalog may be updated so that entries are comprehensive, meaningful and useful to a catalog user. Updates from at least 500 million different data sources may be scheduled to occur as frequently as several times daily.

摘要翻译： 公开了用于将产品信息从多个数据源自动合成到在线目录中的方法和系统，特别地，用于基于属性值对自动合成产品信息。 可以通过实体提取，饲料摄取和其他机制从具有不同分类和模式的多个结构化和非结构化数据源获得信息。 产品信息可以另外地或替代地基于流行度数据获得或导出。 产品信息可以被清洁，分段和归一化。 产品信息可能被聚集，因此最接近的产品，属性名称和属性值相关联。 可以确定属性名称的代表值，并且可以更新在线目录，使得条目对目录用户是全面的，有意义的和有用的。 可能会安排从至少5亿个不同数据源进行更新，频繁发生，每天多次。

公开(公告)号：US20110184893A1

公开(公告)日：2011-07-28

申请号：US12694294

申请日：2010-01-27

申请人： Stelios Paparizos ,  Nikolaos Sarkas ,  Panayiotis Tsaparas

发明人： Stelios Paparizos ,  Nikolaos Sarkas ,  Panayiotis Tsaparas

IPC分类号： G06F7/10 ,  G06F17/30 ,  G06F15/18

CPC分类号： G06F16/24522 ,  G06F16/144 ,  G06F16/24573 ,  G06F16/951

摘要： A query may be received at a computing device and may include one or more terms. For each set of structured data tuples, a set of tokens may be determined from the terms of the query by the computing device based on attribute values of attributes associated with the structured data tuples in the set of structured data tuples. An annotated query may be determined from each of the sets of tokens. A probability score may be determined for each of the determined annotated queries. The annotated query having the highest determined probability score may be selected, and one or more structured data tuples may be identified from the structured data tuples that have attributes with attribute values that match one or more tokens of the selected annotated query.

摘要翻译： 可以在计算设备处接收查询，并且可以包括一个或多个项。 对于每组结构化数据元组，可以基于计算设备的查询的条款，基于与所述结构化数据元组中的结构化数据元组相关联的属性的属性值来确定一组令牌。 可以从每个令牌集合确定注释查询。 可以为每个确定的注释查询确定概率分数。 可以选择具有最高确定的概率分数的带注释的查询，并且可以从具有与所选择的注释查询的一个或多个令牌匹配的属性的结构化数据元组来识别一个或多个结构化数据元组。

公开(公告)号：US20100082657A1

公开(公告)日：2010-04-01

申请号：US12235635

申请日：2008-09-23

申请人： Stelios Paparizos ,  Tao Cheng ,  Hady W. Lauw

发明人： Stelios Paparizos ,  Tao Cheng ,  Hady W. Lauw

IPC分类号： G06F17/30

CPC分类号： G06F17/30737

摘要： An approach is described for generating synonyms to supplement at least one information item, such as, in one case, a set of related items. The approach can involve an expansion phase, a clean-up phase, and a reduction phase. In the expansion phase, the approach identifies, for each related item, a set of initial synonym candidates. In the clean-up phase, the approach removes noise from the set of initial synonym candidates (if such noise exists), to provide a set of filtered synonym candidate items. In the reduction phase, the approach ranks and applies a threshold (or thresholds) to the set of filtered synonym candidate items, to generate, for each information item, a set of selected synonyms. The approach uses query log data as at various points in its operation. The selected synonyms can be used to improve the effectiveness of user searches.

摘要翻译： 描述了用于生成同义词以补充至少一个信息项（例如，一种情况下）一组相关项目的方法。 该方法可以涉及扩张阶段，清理阶段和减少阶段。 在扩展阶段，该方法为每个相关项目识别一组初始同义词候选。 在清理阶段，该方法从一组初始同义词候选中消除噪声（如果存在这种噪声），以提供一组过滤的同义词候选项。 在缩减阶段，该方法排列并将阈值（或阈值）应用于经过筛选的同义词候选项的集合，以为每个信息项生成一组所选择的同义词。 该方法在其操作的各个不同点使用查询日志数据。 所选择的同义词可用于提高用户搜索的有效性。

公开(公告)号：US10691679B2

公开(公告)日：2020-06-23

申请号：US13008046

申请日：2011-01-18

申请人： Stelios Paparizos ,  David James Gemmell

发明人： Stelios Paparizos ,  David James Gemmell

IPC分类号： G06F16/00 ,  G06F16/242

摘要： Data, such as product data or airline flight data, is represented using structured data tuples, tables, or as data with related metadata and tags, and stored by a search engine. Partial queries are received by the search engine from a user and are used to generate a dialog between the search engine and the user. The dialog may include suggested query completions for the partial queries that correspond to a schema associated with the data tuples. The suggested query completions may be determined using attribute combinations of attributes and attribute values, or metadata and tags associated with the data tuples, including known synonyms and misspellings. The user may interact with the query completions in the dialog, and the search engine may revise the dialog and the query completions according to the interactions. A user may query data tuples without knowing the schema used by the underlying data structures.

公开(公告)号：US09317834B2

公开(公告)日：2016-04-19

申请号：US13174252

申请日：2011-06-30

申请人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

发明人： Eric Horvitz ,  Stelios Paparizos ,  Roger Barga ,  Doug Burger ,  Vinay Gupta

IPC分类号： G06Q10/10 ,  G06N5/04 ,  G01C21/36 ,  G06Q30/02 ,  G06N99/00

CPC分类号： G06N5/04 ,  G01C21/3679 ,  G06N5/022 ,  G06N99/005 ,  G06Q10/10 ,  G06Q30/02

摘要： A long-term personal agent program, executable as network service and/or on one or more user computing devices and related method for identifying opportunities and making recommendations on behalf of one or more users, are disclosed herein. In one example, the personal agent program includes a monitoring engine configured to monitor and interpret a user's activities over time with a plurality of sensing and logging methodologies according to user authorization, the use of statistical methods for learning to understand a user's goals and behavioral patterns from data, and the use of procedures for computing the expected value of information guiding sensing and logging in different contexts. The personal agent further may include a recommendation methodology configured to make suggestions and to take actions on behalf of the user, in the present moment as well as for future times, based on inferences about user goals and opportunities in the world.

摘要翻译： 本文公开了一种长期个人代理程序，可执行为网络服务和/或一个或多个用户计算设备，以及用于代表一个或多个用户来识别机会和提出建议的相关方法。 在一个示例中，个人代理程序包括监视引擎，其被配置为根据用户授权监测和解释用户随时间的活动，使用多种感测和记录方法，使用用于学习以了解用户的目标和行为模式的统计方法 从数据，以及使用程序来计算信息的预期值，指导感测和记录在不同的上下文中。 个人代理还可以包括推荐方法，其被配置为基于对世界中的用户目标和机会的推论，在当前时刻以及将来的时间内代表用户提出建议和采取行动。

公开(公告)号：US08352473B2

公开(公告)日：2013-01-08

申请号：US12764676

申请日：2010-04-21

申请人： Ariel Fuxman ,  Hoa Nguyen ,  Juliana Freire de Lima e Silva ,  Stelios Paparizos ,  Rakesh Agrawal ,  Zhimin Chen ,  Lawrence William Colagiovanni ,  Prakash Sikchi

发明人： Ariel Fuxman ,  Hoa Nguyen ,  Juliana Freire de Lima e Silva ,  Stelios Paparizos ,  Rakesh Agrawal ,  Zhimin Chen ,  Lawrence William Colagiovanni ,  Prakash Sikchi

IPC分类号： G06Q10/00 ,  G06Q30/00

CPC分类号： G06F17/30386 ,  G06Q30/0281 ,  G06Q30/0603

摘要： Methods and systems for automatically synthesizing product information from multiple data sources into an on-line catalog are disclosed, and in particular, for automatically synthesizing the product information based on attribute-value pairs. Information for a product may be obtained, via entity extraction, feed ingestion, and other mechanisms, from a plurality of structured and unstructured data sources having different taxonomies and schemas. Product information may additionally or alternatively be obtained or derived based on popularity data. The product information may be cleansed, segmented and normalized. The product information may be clustered so closest products, attribute names and attribute values are associated. A representative value for an attribute name may be determined, and the on-line catalog may be updated so that entries are comprehensive, meaningful and useful to a catalog user. Updates from at least 500 million different data sources may be scheduled to occur as frequently as several times daily.

摘要翻译： 公开了用于将产品信息从多个数据源自动合成到在线目录中的方法和系统，特别地，用于基于属性值对自动合成产品信息。 可以通过实体提取，饲料摄取和其他机制从具有不同分类和模式的多个结构化和非结构化数据源获得信息。 产品信息可以另外地或替代地基于流行度数据获得或导出。 产品信息可以被清洁，分段和归一化。 产品信息可能被聚集，因此最接近的产品，属性名称和属性值相关联。 可以确定属性名称的代表值，并且可以更新在线目录，使得条目对目录用户是全面的，有意义的和有用的。 可能会安排从至少5亿个不同数据源进行更新，频繁发生，每天多次。

公开(公告)号：US20120323795A1

公开(公告)日：2012-12-20

申请号：US13163554

申请日：2011-06-17

申请人： Stelios Paparizos

发明人： Stelios Paparizos

IPC分类号： G06Q30/00

CPC分类号： G06Q30/00 ,  G06Q10/087

摘要： Systems and methods for dynamic pricing in real-time marketplace transactions are provided. A method may include receiving a request from a bid agent associated with a location-aware user device, and an offer for goods/services from an offer agent that is associated with a merchant device. The offer may include an inventory and one or more locations of the goods/services. The method includes determining a location of the location-aware user device, and determining whether the inventory and the one or more locations of the goods/services are sufficient to satisfy the request. If so, then the method includes establishing a real-time dynamic marketplace session between the offer agent and the bid agent to facilitate a negotiation for the goods/services. Upon receiving an acceptance from the offer agent for a bid from the bid agent, the method includes processing a purchase transaction for the goods/services.

摘要翻译： 提供了实时市场交易中动态定价的系统和方法。 方法可以包括从与位置感知用户设备相关联的出价代理接收请求，以及从与商家设备相关联的报价代理提供商品/服务。 该优惠可以包括库存和货物/服务的一个或多个位置。 该方法包括确定位置感知用户设备的位置，以及确定库存和货物/服务的一个或多个位置是否足以满足该请求。 如果是这样，则该方法包括在提供代理和投标代理之间建立实时动态市场会话，以便于商品/服务的协商。 在从投标代理人收到要约代理人出价的接收之后，该方法包括处理商品/服务的购买交易。

公开(公告)号：US20120226681A1

公开(公告)日：2012-09-06

申请号：US13037388

申请日：2011-03-01

申请人： Stelios Paparizos ,  Panayiotis Tsaparas ,  Jeffrey A. Pound

发明人： Stelios Paparizos ,  Panayiotis Tsaparas ,  Jeffrey A. Pound

IPC分类号： G06F17/30

CPC分类号： G06F16/24578

摘要： Previously received queries from a search log are analyzed to determine a category of structured data associated with each query. For example, the categories may correspond to consumer product categories such as televisions, digital cameras, etc. For each category, the terms of the queries associated with the category are correlated with the attributes and attribute values of the structured data tuples associated with the category. The attributes may be ranked based on the correlation. When a subsequent query is received, the category of the query is determined and the ranked attributes associated with the category are used to select facets that are displayed to the user along with the search results.

摘要翻译： 分析来自搜索日志的先前接收到的查询以确定与每个查询相关联的结构化数据的类别。 例如，类别可以对应于诸如电视机，数码相机等的消费者产品类别。对于每个类别，与该类别相关联的查询的条款与与该类别相关联的结构化数据元组的属性和属性值相关联 。 可以基于相关性对这些属性进行排名。 当接收到后续查询时，确定查询的类别，并且与该类别相关联的排名属性被用于选择与搜索结果一起向用户显示的方面。

公开(公告)号：US09172708B2

公开(公告)日：2015-10-27

申请号：US13167461

申请日：2011-06-23

申请人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

发明人： Gur Kimchi ,  Roger Barga ,  Vinay Gupta ,  Zachary Apter ,  Stelios Paparizos

IPC分类号： H04L29/06 ,  H04L29/08

CPC分类号： H04L67/1046 ,  G06Q30/0267 ,  H04L63/08 ,  H04L63/104 ,  H04L67/06 ,  H04L67/1068

摘要： Various embodiments are described for systems and methods for managing data. The system may include a device group configured for peer-to-peer communications, the device group including a computing device and one or more peer computing devices. The system includes a cross device application programming interface (API) that is implemented as a device group API client executed on the computing device and each of the peer computing devices. Each device group API client includes a permissions module that is configured to determine whether a request satisfies a device-group-specific permission for access to data stored on any device associated with the device group. Upon authorization of the request, a file storage module is configured to retrieve and output the requested file.

摘要翻译： 描述了用于管理数据的系统和方法的各种实施例。 该系统可以包括被配置用于对等通信的设备组，该设备组包括计算设备和一个或多个对等计算设备。 该系统包括被实现为在计算设备和每个对等计算设备上执行的设备组API客户端的交叉设备应用编程接口（API）。 每个设备组API客户端包括权限模块，其被配置为确定请求是否满足用于访问与设备组相关联的任何设备上存储的数据的特定于设备组的权限。 在授权请求之后，文件存储模块被配置为检索并输出所请求的文件。