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31. 发明授权

US07739080B1 Consolidation of product data models 有权
标题翻译：整合产品数据模型
公开(公告)号：US07739080B1
公开(公告)日：2010-06-15
申请号：US10827078
申请日：2004-04-19
申请人： Brandon M. Beck , Shawn A. P. Smith
发明人： Brandon M. Beck , Shawn A. P. Smith
IPC分类号： G06F7/60 , G06F19/00 , G06F9/44 , G06N5/02
CPC分类号： G06F17/50 , G06F2217/06 , G06Q10/063
摘要： A model consolidation process combines multiple configuration models into a single unified configuration model that contains the union of the allowable combinations (i.e. combinations that are buildable) from each of the original models. An aspect of at least one embodiment of the model consolidation process is that it allows models to be combined in such a way that any incompatibilities or contradictions between models are detected and automatically resolved where possible. If an incompatibility is detected that cannot be automatically resolved, then the configuration models should not be combined. Instead if this incompatibility case occurs, at least one embodiment of the model consolidation process produces a description of the problem encountered and report the problem along with the necessary information required for a human to resolve it.
摘要翻译：模型合并过程将多个配置模型组合成单个统一配置模型，其中包含来自每个原始模型的可允许组合（即可构建的组合）的并集。模型合并过程的至少一个实施例的一个方面是它允许模型被组合，使得模型之间的任何不兼容性或矛盾被检测并且在可能的情况下自动解决。如果检测到不能自动解决的不兼容性，则不应组合配置模型。相反，如果发生这种不兼容的情况，模型合并过程的至少一个实施例会产生遇到的问题的描述，并报告问题以及人们解决问题所需的必要信息。

32. 发明授权

US07676400B1 Scoring recommendations and explanations with a probabilistic user model 有权
标题翻译：用概率用户模型评分建议和解释
公开(公告)号：US07676400B1
公开(公告)日：2010-03-09
申请号：US11144455
申请日：2005-06-03
申请人： Thomas H. Dillon
发明人： Thomas H. Dillon
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0631 , G06Q30/02 , G06Q30/06
摘要： A data processing system generates recommendations for on-line shopping by scoring recommendations matching the customer's cart contents using by assessing and ranking each candidate recommendation by the expected incremental margin associated with the recommendation being issued (as compared to the expected margin associated with the recommendation not being issued) by taking into consideration historical associations, knowledge of the layout of the site, the complexity of the product being sold, the user's session behavior, the quality of the selling point messages, product life cycle, substitutability, demographics and/or other considerations relating to the customer purchase environment. In an illustrative implementation, scoring inputs for each candidate recommendation (such as relevance, exposure, clarity and/or pitch strength) are included in a probabilistic framework (such as a Bayesian network) to score the effectiveness of the candidate recommendation and/or associated selling point messages by comparing a recommendation outcome (e.g., purchase likelihood or expected margin resulting from a given recommendation) against a non-recommendation outcome (e.g., the purchase likelihood or expected margin if no recommendation is issued). In addition, a probabilistic framework may also be used to select a selling point message for inclusion with a selected candidate recommendation by assessing the relative strength of the selling point messages by factoring in a user profile match factor (e.g., the relative likelihood that the customer matches the various user case profiles).
摘要翻译：数据处理系统通过对与客户购物车内容相匹配的建议进行评分，通过评估和排名每个候选人推荐与所推荐的建议相关联的预期增量保证金（与与该建议不相关的预期保证金相比较）来生成在线购物的建议通过考虑历史协会，网站布局知识，被销售产品的复杂性，用户的会话行为，卖点消息的质量，产品生命周期，可替代性，人口统计和/或其他与客户购买环境有关的考虑。在说明性实现中，对于每个候选推荐（例如相关性，曝光，清晰度和/或音调强度）的评分输入被包括在概率框架（例如贝叶斯网络）中，以评估候选推荐的有效性和/或相关联通过比较推荐结果（例如，由给定建议产生的购买可能性或预期保证金）与非推荐结果（例如，如果没有推荐推荐，购买可能性或预期保证金）进行比较。此外，概率框架还可以用于通过通过考虑用户简档匹配因子（例如，客户的相对似然性）来评估卖点消息的相对强度来选择用于包含所选择的候选推荐的卖点消息匹配各种用户案例配置文件）。

33. 发明授权

US07653583B1 Method and apparatus for filtering and/or sorting responses to electronic requests for quote 有权
标题翻译：用于过滤和/或排序响应电子报价请求的方法和装置
公开(公告)号：US07653583B1
公开(公告)日：2010-01-26
申请号：US09571799
申请日：2000-05-16
申请人： Gunter Leeb , Cheryl W. Scott , David J. Reese
发明人： Gunter Leeb , Cheryl W. Scott , David J. Reese
IPC分类号： G06Q40/00
CPC分类号： G06Q30/06 , G06Q40/04
摘要： A method and apparatus for filtering and/or sorting responses to electronic requests for quotes for a product or products offered for sale includes comparing first data of each of a plurality electronic quotes to first data of an electronic request for quote. Each of the plurality of electronic quotes is classified as either a matching quote or a non-matching quote. After the quotes are classified, each classified quote is ranked, for example, by the total price of the product or products offered for sale. Classification into distinct categories is used to apply techniques to make quotes comparable. Inexact matches can be adjusted to allow comparison between exact matching quotes and the adjusted inexact matching quotes.
摘要翻译：一种用于过滤和/或排序对电子请求进行响应的方法和装置，用于提供出售的产品或产品的报价包括将多个电子报价中的每一个的第一数据与电子报价请求的第一数据进行比较。多个电子报价中的每一个都被分类为匹配报价或非匹配报价。报价分类后，每个分类报价按照出售产品或产品的总价格进行排序。分类为不同类别用于应用技术使报价相当。可以调整不精确的比赛，以便在精确匹配的报价和经过调整的不精确匹配报价之间进行比较。

34. 发明授权

US11869640B1 Augmentation and processing of digital information sets using proxy data 有权
公开(公告)号：US11869640B1
公开(公告)日：2024-01-09
申请号：US17119396
申请日：2020-12-11
申请人： Versata Development Group, Inc.
发明人： Neeraj Gupta , Thomas E. Rowe , Ryan A. Cush , Kevin Brannon , Rohit M. Namjoshi
IPC分类号： G16H10/60 , G06F40/174 , G06Q40/08 , G06Q50/22
CPC分类号： G16H10/60 , G06F40/174 , G06Q40/08 , G06Q50/22
摘要： A proxy data augmentation system and method intelligently augments digital information sets with proxy data using analytical processing technology. The proxy data system and method identifies fields in a digital information set that are candidates for modification using proxy data. After identifying a candidate field, an analytical process is invoked to evaluate a context of the candidate field. In one embodiment, once the context and at least one other parameter associated with the digital information set are evaluated, the proxy data augmentation system and method can determine appropriate proxy data to populate the candidate field and modify the digital information set with the determined proxy data. The modified document can then be sent to a recipient data processing system. Additionally, the digital information set submitting and/or recipient data processing system can be notified of the existence and identification of the proxy data.

35. 发明公开

US20230177008A1 Session-Based Processing Method and System 审中-公开
公开(公告)号：US20230177008A1
公开(公告)日：2023-06-08
申请号：US18162987
申请日：2023-02-01
申请人： Versata Development Group, Inc.
发明人： Shawn A.P. Smith , Daniel P. Karipides
IPC分类号： G06F16/13 , G06F16/11 , G06F11/34 , G06Q30/02 , H04L9/40 , H04L67/50 , G06F11/30
CPC分类号： G06F16/13 , G06F16/11 , G06F11/3438 , G06F11/3476 , G06Q30/02 , H04L63/1425 , H04L67/535 , G06F11/3006 , G06F2201/875
摘要： A log file processing system sorts records from large log files and groups them by session without making a complete copy of the log files by capturing a subset of the log files in a sliding memory window and identifying all records in the window that form a complete user session. Records belonging to a complete session are output for analyzing, and the remaining records are output as raw log data for additional processing. Using a ring buffer to implement the sliding memory window, data structures are used to group records by session, to identify completed sessions, and to index into the ring buffer to retrieve records for completed sessions that are to be directly analyzed. Any records remaining in the ring buffer at the end of slide window processing may be output as raw log file data and are processed as incomplete or malformed session records. An embodiment of the log file processing system provides a significant improvement on the speed of data extraction from log files into analyzable session data.

36. 发明申请

US20230123925A1 System and Method for Efficiently Generating Association Rules Using Scaled Lift Threshold Values to Subsume Association Rules 有权
公开(公告)号：US20230123925A1
公开(公告)日：2023-04-20
申请号：US18046511
申请日：2022-10-14
申请人： Versata Development Group, Inc.
发明人： David Franke
IPC分类号： G06N5/02 , G06F16/21 , G06N5/025 , G06Q30/02
摘要： A data processing system processes data sets (such as low-resolution transaction data) into high-resolution data sets by mapping generic information into attribute-based specific information that may be processed to identify frequent sets therein. When association rules are generated from such frequent sets, the complexity and/or quantity of such rules may be managed by removing redundancies from the rules, such as by removing rules providing only trivial associations, removing rules having only a part group as the consequent, modifying rules to remove redundant antecedent items and/or filtering subsumed rules from the generated rule set that do not provide sufficient lift to meet an adjustable specialization lift threshold requirement.

37. 发明授权

US11361363B1 System and method for integrated recommendations 有权
公开(公告)号：US11361363B1
公开(公告)日：2022-06-14
申请号：US15931047
申请日：2020-05-13
申请人： Versata Development Group, Inc.
发明人： James Singh , Neil C. Thier , Chris Hyams , Thomas W. Wilbur
IPC分类号： G06Q30/00 , G06Q30/06 , G06Q30/02
摘要： A recommendation appliance, system and method are provided for generating and deploying additional web page content or functionality (e.g., retail recommendations) to an existing web page server system. For example, the present invention may be embodied as a reverse proxy server that is inserted as an intermediate network node between a web server and the end users accessing the web server. In this position, the recommendation appliance can introduce recommendation messages to web pages generated by the web server without requiring any modification to the code or architecture of the web server. In addition, the appliance may separately track the transaction activities of end users who receive recommendation messages and the transaction activities of end users who do not receive recommendation messages, so that a comparison of the effectiveness of the recommendations may efficiently be demonstrated without requiring any modification to the code or architecture of the web server.

38. 发明授权

US11270364B1 Consolidation of product data models 有权
公开(公告)号：US11270364B1
公开(公告)日：2022-03-08
申请号：US16450277
申请日：2019-06-24
申请人： VERSATA DEVELOPMENT GROUP, INC.
发明人： Brandon M. Beck , Shawn A. P. Smith
IPC分类号： G06Q30/06 , G06Q10/06 , G06F30/00 , G06T17/00 , G06F30/3323 , G06F111/04
摘要： A model consolidation process combines multiple configuration models into a single unified configuration model that contains the union of the allowable combinations (i.e. combinations that are buildable) from each of the original models. An aspect of at least one embodiment of the model consolidation process is that it allows models to be combined in such a way that any incompatibilities or contradictions between models are detected and automatically resolved where possible. If an incompatibility is detected that cannot be automatically resolved, then the configuration models should not be combined. Instead if this incompatibility case occurs, at least one embodiment of the model consolidation process produces a description of the problem encountered and report the problem along with the necessary information required for a human to resolve it.

39. 发明授权

US11182703B1 Efficient reprocessing of compensation calculations 有权
公开(公告)号：US11182703B1
公开(公告)日：2021-11-23
申请号：US16787289
申请日：2020-02-11
申请人： VERSATA DEVELOPMENT GROUP, INC.
发明人： Paul W. Vaughan , David A. Brokaw
IPC分类号： G06Q10/06 , G06Q40/00 , G06F9/46
摘要： A transaction processing system includes an engine to process transactions in accordance with rules and data. Changes can be made to the rules and data, transactions, and other parameters that have retroactive affects. The transaction processing system includes a reprocessing system to submit reprocessing requests that prompt a transaction processing engine to efficiently reprocess data to generate accurate output data. In addition to helping ensure accurate output results, the reprocessing operation selectively reprocesses information to avoid unnecessarily reprocessing every transaction. Additionally, embodiment of the compensation system allow parallel processing of current transactions and reprocessing operations using batch processing mechanisms. The transaction processing system can be implemented to perform a variety of transaction processing operations, such as processing of compensation related data.

40. 发明授权

US10979538B1 Application state server-side cache for a state-based client-server application 有权
公开(公告)号：US10979538B1
公开(公告)日：2021-04-13
申请号：US16539403
申请日：2019-08-13
申请人： VERSATA DEVELOPMENT GROUP, INC.
发明人： Jude Arvind Britto , Rajaksekhar Vinnakota , David Franke , Douglas Stuart Gray , Deepti Gupta
IPC分类号： H04L29/06 , G06F9/54 , H04L29/08 , G06F3/0482
摘要： Response delay associated with a state-based client-server application can be reduced with utilization of an application state server-side cache. A server caches data for a set of one or more possible states of a client-server application that may follow a current state of the application. The server rapidly responds to a client request with data that corresponds to an appropriate new state of the application in accordance with the application state server-side cache. The server determines that the application will transition to the appropriate new state from the current state of the application with the application state server-side cache based, at least in part, on an operation indicated by the client request.

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