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1. 发明授权

US11189380B2 Outcome-driven trajectory tracking 有权
公开(公告)号：US11189380B2
公开(公告)日：2021-11-30
申请号：US15825156
申请日：2017-11-29
申请人： International Business Machines Corporation
发明人： Shi Jing Guo , Xiang Li , Hai Feng Liu , Shi Wan Zhao , Zhi Qiao , Guo Tong Xie
IPC分类号： G06F3/048 , G16H50/50 , G16H15/00 , G16H50/20 , G16H20/10 , G16H50/30 , G05B13/04
摘要： A dataset regarding a plurality of applications is obtained. A set of parameters is determined from the dataset, comprising at least a sample performance trajectory, a risk factor, and a performance outcome. A maximum likelihood of each performance outcome is determined using a likelihood function, the likelihood function being a mixture model of a trajectory model and an outcome model. The set of parameters is updated according to the maximum likelihood of each performance outcome. A performance trajectory model is built according to the updated set of parameters. The plurality of applications is then grouped into subgroups according to the performance trajectory model, each subgroup containing one or more applications, and each of the one or more applications in a given subgroup having a same or similar trajectory to each other. An alert associated with the applications in at least one of subgroups may be generated.

2. 发明授权

US11170183B2 Language entity identification 有权
公开(公告)号：US11170183B2
公开(公告)日：2021-11-09
申请号：US16132687
申请日：2018-09-17
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Jian Min Jiang , Yuan Ni , Guo Yu Tang , Shiwan Zhao , Guo Tong Xie
IPC分类号： G06F40/53 , G06K9/34 , G06F40/295
摘要： Methods, systems, and computer program products are provided for language entity identification. In one embodiment, a computer-implemented method is disclosed. In the method, respective pinyin codes may be determined for respective Chinese characters comprised in a string that is to be processed. Then, respective pinyin features may be generated from the respective pinyin codes. Next, a candidate language entity may be identified from the string based on the respective pinyin features and a mapping describing an association between pinyin features and language entity. In other embodiments, a computer-implemented system and a computer program product for security management are disclosed.

3. 发明授权

US11100425B2 Facilitating data-driven mapping discovery 有权
公开(公告)号：US11100425B2
公开(公告)日：2021-08-24
申请号：US15798493
申请日：2017-10-31
申请人： International Business Machines Corporation
发明人： Jian Min Jiang , Pei Ni Liu , Yuan Ni , Wen Sun , Guo Tong Xie , Jing Min Xu
IPC分类号： G06N20/00 , G06F16/901 , G06F16/906
摘要： Systems, computer-implemented methods and/or computer program products that facilitate automatically mapping different data types are provided. In one embodiment, a computer-implemented method comprises: constructing, by a system operatively coupled to a processor, an index from one or more classifier models for one or more data types; scoring and ranking, by the system, one or more candidate pairs for the one or more data types based on confidence score; and analyzing, by the system, how the one or more candidate pairs are scored and automatically generating the one or more classifier models used to construct the index.

4. 发明授权

US10452987B2 Detecting deviations between event log and process model 有权
公开(公告)号：US10452987B2
公开(公告)日：2019-10-22
申请号：US14748867
申请日：2015-06-24
申请人： International Business Machines Corporation
发明人： Jing Li , Xiang Li , Haifeng Liu , Guo Tong Xie , Yi Qin Yu , Shi Lei Zhang
IPC分类号： G06N7/00
摘要： A method for detecting deviations between an event log and a process model includes converting the process model into a probability process model, the probability process model comprising multiple nodes in multiple hierarchies and probability distribution associated with the multiple nodes, a leaf node among the multiple nodes corresponding to an activity in the process model; detecting differences between at least one event sequence contained in the event log and the probability process model according to a correspondence relationship; and identifying the differences as the deviations in response to the differences exceeding a predefined threshold; wherein the correspondence relationship describes a correspondence relationship between an event in one event sequence of the at least one event sequence and a leaf node in the probability process model.

5. 发明授权

US10417569B2 Detecting deviations between event log and process model 有权
公开(公告)号：US10417569B2
公开(公告)日：2019-09-17
申请号：US14598655
申请日：2015-01-16
申请人： International Business Machines Corporation
发明人： Jing Li , Xiang Li , Haifeng Liu , Guo Tong Xie , Yi Qin Yu , Shi Lei Zhang
IPC分类号： G06F9/44 , G06N7/02 , G06N7/00
摘要： A method for detecting deviations between an event log and a process model includes converting the process model into a probability process model, the probability process model comprising multiple nodes in multiple hierarchies and probability distribution associated with the multiple nodes, a leaf node among the multiple nodes corresponding to an activity in the process model; detecting differences between at least one event sequence contained in the event log and the probability process model according to a correspondence relationship; and identifying the differences as the deviations in response to the differences exceeding a predefined threshold; wherein the correspondence relationship describes a correspondence relationship between an event in one event sequence of the at least one event sequence and a leaf node in the probability process model.

6. 发明申请

US20190139643A1 FACILITATING MEDICAL DIAGNOSTICS WITH A PREDICTION MODEL 审中-公开
公开(公告)号：US20190139643A1
公开(公告)日：2019-05-09
申请号：US15806827
申请日：2017-11-08
申请人： International Business Machines Corporation
发明人： Xiu Li Li , Guo Tong Xie , Xiaolu Zhang , Shi Wan Zhao
IPC分类号： G16H50/20 , G16H10/60 , G06N5/02
摘要： Techniques that facilitate improved medical condition diagnostics are provided. An example embodiment can include a device. The device can include a memory that stores computer executable components and a processor. The processor can execute the computer executable components stored in the memory. The computer executable components can include training logic component and a determination logic component. The training logic component can generate a prediction model. The prediction model can generate \predict diagnosis based on electronic healthcare record data and image data of a known patient. The determination logic component can determine whether the predicted diagnosis exceeds an accuracy threshold value.

7. 发明申请

US20190130309A1 FACILITATING DATA-DRIVEN MAPPING DISCOVERY 审中-公开
公开(公告)号：US20190130309A1
公开(公告)日：2019-05-02
申请号：US15798493
申请日：2017-10-31
申请人： International Business Machines Corporation
发明人： Jian Min Jiang , Pei Ni Liu , Yuan Ni , Wen Sun , Guo Tong Xie , Jing Min Xu
IPC分类号： G06N99/00 , G06F17/30
摘要： Systems, computer-implemented methods and/or computer program products that facilitate automatically mapping different data types are provided. In one embodiment, a computer-implemented method comprises: constructing, by a system operatively coupled to a processor, an index from one or more classifier models for one or more data types; scoring and ranking, by the system, one or more candidate pairs for the one or more data types based on confidence score; and analyzing, by the system, how the one or more candidate pairs are scored and automatically generating the one or more classifier models used to construct the index.

8. 发明申请

US20190115008A1 AUTOMATIC ANSWER REPHRASING BASED ON TALKING STYLE 审中-公开
公开(公告)号：US20190115008A1
公开(公告)日：2019-04-18
申请号：US15785657
申请日：2017-10-17
申请人： International Business Machines Corporation
发明人： Jian Min Jiang , Yuan Ni , Guo Yu Tang , Guo Tong Xie , Shi Wan Zhao
IPC分类号： G10L13/033 , G10L13/047 , G10L15/18 , G10L15/22
CPC分类号： G10L13/033 , G06F17/27 , G06F17/2881 , G10L13/047 , G10L15/18 , G10L15/22 , G10L2015/223
摘要： Techniques are described that facilitate automatically providing entities with rephrased versions of standard answers. In one embodiment, a computer-implemented is provided that comprises determining, by a device operatively coupled to a processor, a talking style of a plurality of talking styles that an entity is associated with based on reception of natural language input from the entity proposing a question related to a defined topic. The method further comprises selecting, by the device based on the talking style, an answer rephrasing model from a plurality of answer rephrasing models respectively configured to generate different rephrased versions of a standard answer to the question, and employing, by the device, the answer rephrasing model to generate a rephrased version of the standard that corresponds to the talking style.

9. 发明申请

US20150302314A1 DETECTING DEVIATIONS BETWEEN EVENT LOG AND PROCESS MODEL 审中-公开
公开(公告)号：US20150302314A1
公开(公告)日：2015-10-22
申请号：US14748867
申请日：2015-06-24
申请人： International Business Machines Corporation
发明人： Jing Li , Xiang Li , Haifeng Liu , Guo Tong Xie , Yi Qin Yu , Shi Lei Zhang
IPC分类号： G06N7/00
摘要： A method for detecting deviations between an event log and a process model includes converting the process model into a probability process model, the probability process model comprising multiple nodes in multiple hierarchies and probability distribution associated with the multiple nodes, a leaf node among the multiple nodes corresponding to an activity in the process model; detecting differences between at least one event sequence contained in the event log and the probability process model according to a correspondence relationship; and identifying the differences as the deviations in response to the differences exceeding a predefined threshold; wherein the correspondence relationship describes a correspondence relationship between an event in one event sequence of the at least one event sequence and a leaf node in the probability process model.

10. 发明申请

US20130080459A1 DATABASE-BASED SEMANTIC QUERY ANSWERING 有权
标题翻译：基于数据库的语义查询
公开(公告)号：US20130080459A1
公开(公告)日：2013-03-28
申请号：US13685000
申请日：2012-11-26
申请人： International Business Machines Corporation
发明人： Han Yu Li , Sheng Ping Liu , Jing Mei , Yuan Ni , Guo Tong Xie
IPC分类号： G06F17/30
CPC分类号： G06F17/30967 , G06F17/30595
摘要： A computer-implemented method, computer-implemented system, and a computer program product for answering a database-based query of a computerized database system. The method includes: generating a canonical individual ind' with respect to a role and a concept, for an existential restriction in an ontology used in the computerized database system; converting implicit data in original data into explicit data using the canonical individual ind' and the ontology; and retrieving an answer meeting all query conditions in a query from the original data and the converted explicit data. The computer-implemented system includes: a canonical individual generation unit; a data conversion engine; and a query unit.
摘要翻译：计算机实现的方法，计算机实现的系统和用于回答计算机化数据库系统的基于数据库的查询的计算机程序产品。该方法包括：为计算机化数据库系统中使用的本体中的存在限制而产生关于角色和概念的规范个体ind'; 将原始数据中的隐含数据转换为使用规范个体ind和本体的显式数据; 以及从原始数据和转换的显式数据中检索满足查询中的所有查询条件的答案。计算机实现的系统包括：规范的个体生成单元; 数据转换引擎; 和查询单元。

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