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71. 发明申请

US20160335574A1 AUTOMATICALLY CHANGING ERGONOMIC CONDITIONS 审中-公开
公开(公告)号：US20160335574A1
公开(公告)日：2016-11-17
申请号：US14713054
申请日：2015-05-15
申请人： International Business Machines Corporation
发明人： KRISTIN M. ARROWOOD , Clyde T. Foster , Joseph N. Kozhaya , Douglas A. Williams
IPC分类号： G06Q10/06
CPC分类号： G05B13/024 , G06Q10/063114 , G06Q10/06312 , G06Q10/06398
摘要： For automatic operation of an ergonomic equipment according to dynamic workplace conditions, an activity being performed in a workplace by a person at a first time is determined based on an input from a data processing system. A group is selected corresponding to the activity. An ergonomic policy is modified to form a modified ergonomic policy. The ergonomic policy applies to the activity, and the modification is based on a condition existing in the workplace at the first time of the person performing the activity. Independent of a participation of the person, and when the person is not in compliance with the modified ergonomic policy, an ergonomic control is activated. The ergonomic control causes a change in an ergonomic feature of the ergonomic equipment, the change causing the person to become compliant with the modified ergonomic policy.

72. 发明申请

US20160334762A1 AUTOMATICALLY CHANGING ERGONOMIC CONDITIONS 审中-公开
标题翻译：自动改变人体健康状况
公开(公告)号：US20160334762A1
公开(公告)日：2016-11-17
申请号：US14722294
申请日：2015-05-27
申请人： International Business Machines Corporation
发明人： KRISTIN M. ARROWOOD , Clyde T. Foster , Joseph N. Kozhaya , Douglas A. Williams
IPC分类号： G05B13/02 , G06Q10/06
CPC分类号： G05B13/024 , G06Q10/063114 , G06Q10/06312 , G06Q10/06398
摘要： For automatic operation of an ergonomic equipment according to dynamic workplace conditions, an activity being performed in a workplace by a person at a first time is determined based on an input from a data processing system. A group is selected corresponding to the activity. An ergonomic policy is modified to form a modified ergonomic policy. The ergonomic policy applies to the activity, and the modification is based on a condition existing in the workplace at the first time of the person performing the activity. Independent of a participation of the person, and when the person is not in compliance with the modified ergonomic policy, an ergonomic control is activated. The ergonomic control causes a change in an ergonomic feature of the ergonomic equipment, the change causing the person to become compliant with the modified ergonomic policy.
摘要翻译：为了根据动态工作场所条件自动操作人体工程学设备，基于来自数据处理系统的输入，确定人员首次在工作场所执行的活动。根据活动选择一个组。修改人体工程学政策以形成修改的人体工程学政策。符合人体工程学的政策适用于该活动，修改是基于在执行活动的人员首次在工作场所存在的条件。独立于该人的参与，并且当该人不符合修改的人体工程学政策时，启动人体工程学控制。符合人体工程学的控制导致符合人体工程学设备的人体工程学特征发生变化，导致人员符合修订的人体工程学政策。

73. 发明授权

US11429996B2 System and method for generating preferred ameliorative actions using generative adversarial networks 有权
公开(公告)号：US11429996B2
公开(公告)日：2022-08-30
申请号：US16748264
申请日：2020-01-21
申请人： International Business Machines Corporation
发明人： Sourav Mazumder , Joseph N. Kozhaya , Shikhar Kwatra
IPC分类号： G06Q30/02 , G06Q30/06 , G06N3/08
摘要： A method, system and computer-usable medium are disclosed for improving likelihood of user to purchase a product or service. Interactions of a person, not necessarily the user, are monitored related to the product or service, along with actions by a business related to the person and the product or service. A trained Generative Adversarial Network model is applied to the monitored interactions to form recommend actions that the business should take to achieve ameliorative actions by the user. A reward feedback iterative adjustment of the GAN model is used to facilitate purchase of the product or service by the user.

74. 发明授权

US11051739B2 Neural mapping 有权
公开(公告)号：US11051739B2
公开(公告)日：2021-07-06
申请号：US15716565
申请日：2017-09-27
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Joseph N. Kozhaya , Ryan R. Anderson , Rama Kalyani T. Akkiraju
IPC分类号： A61B5/316 , A61B5/00 , A61B5/16 , G06F17/18 , G16H20/00 , G16H40/67 , A61B5/1455 , G16H50/70 , G16H50/20 , A61B5/369 , A61B5/38 , G16H50/50
摘要： An embodiment of the invention may include a method, computer program product and computer system for neural activity interpretation. The method, computer program product and computer system may include a computing device that presents a first user with a stimulus and monitors and maps the neural activity of the first user. The computing device may receive the first user's verbal reaction to the stimulus and map the linguistic data of the first user's verbal reaction to form a high dimensional vector based on the relationships of the mapped neural activity and the mapped verbal reaction of the first user. The computing device may associate the high dimensional vector with the stimulus presented resulting in a thoughts model. The computing device may receive a second user's neural activity and compare that second user's neural activity to the thoughts model to identify the neural activity in the second user.

75. 发明申请

US20210156691A1 Assistive Mechanism via Edge Device Personalization 有权
公开(公告)号：US20210156691A1
公开(公告)日：2021-05-27
申请号：US16690663
申请日：2019-11-21
申请人： International Business Machines Corporation
发明人： Joseph N. Kozhaya , Shikhar Kwatra , Andrew R. Freed , Corville O. Allen
IPC分类号： G01C21/20 , G06N3/08 , G06N3/04
摘要： A method, system, and computer program product provide navigation guidance around various object types in a vicinity of a guidance assistance device for a user by analyzing received data regarding an environment around the guidance assistance device to identify one or more entities Ei and by applying an artificial intelligence machine learning analysis to group the one or more entities Ei into corresponding categories Cj and to determine a minimum spacing distance Dmin for each of the one or more entities Ei, wherein the minimum spacing distance Dmin is a minimum distance between the guidance assistance device and the entity Ei based on the categorization Ci specified by the user, and then providing feedback to the user when any of the one or more entities Ei is within than minimum spacing distance Dmin corresponding to said entity.

76. 发明授权

US10908957B2 Component services integration with dynamic constraint provisioning 有权
公开(公告)号：US10908957B2
公开(公告)日：2021-02-02
申请号：US16010282
申请日：2018-06-15
申请人： International Business Machines Corporation
发明人： Mehul H. Darji , Clyde T. Foster, II , Jhansi R. Kolla , Joseph N. Kozhaya
IPC分类号： G06F9/50 , G06F9/54 , H04L12/911
摘要： Resource provisioning information links to resource provisioning information of at least one reusable component resource that satisfies at least a portion of user-specified resource development constraints of a new resource under development are identified within a resource provisioning-link registry. Using the identified resource provisioning information links, the resource provisioning information of the at least one reusable component resource is programmatically collected from at least one data provider repository that stores reusable resources and that publishes the resource provisioning information links to the resource provisioning-link registry. The programmatically-collected resource provisioning information of the at least one reusable component resource is analyzed. Based upon the analyzed programmatically-collected resource provisioning information of the at least one reusable component resource, a resource integration recommendation is provided that uses the at least one reusable component resource and that satisfies at least the portion of the user-specified resource development constraints of the new resource under development.

77. 发明授权

US10803070B2 Selecting a content summary based on relevancy 有权
公开(公告)号：US10803070B2
公开(公告)日：2020-10-13
申请号：US15224371
申请日：2016-07-29
申请人： International Business Machines Corporation
发明人： Corville O. Allen , Andrew R. Freed , Joseph N. Kozhaya , Dwi Sianto Mansjur
IPC分类号： G06F16/2457 , G06F16/248 , G06F16/34 , G06F16/36
摘要： A computer-implemented method according to one embodiment includes identifying a plurality of different summaries for a single instance of content, calculating a relevancy score for each of the plurality of different summaries, and selecting one of the plurality of different summaries, based on the relevancy score for each of the plurality of different summaries.

78. 发明授权

US10599997B2 System and method for ground truth evaluation 有权
公开(公告)号：US10599997B2
公开(公告)日：2020-03-24
申请号：US15234767
申请日：2016-08-11
申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
发明人： Corville O. Allen , Andrew R. Freed , Joseph N. Kozhaya , Dwi Sianto Mansjur
IPC分类号： G06N20/00 , G06N5/04
摘要： A method for ground truth generation includes providing training questions to a machine learning system executing on a computer. The machine learning system generates candidate answers to each of the training questions. The method also includes providing the candidate answers to a plurality of subject matter experts for evaluation with respect to the training questions, wherein the evaluation comprises assignment of an SME relevance score to each of the candidate answers. The method further includes analyzing each of the candidate answers with respect to a plurality of scoring features, wherein each of the scoring features is indicative of quality of the candidate answer. The method yet further includes generating a ground truth metric value that indicates a measure of agreement between the subject matter experts relative to a measure of agreement between results of the analyzing.

79. 发明授权

US10558691B2 Sentiment normalization based on current authors personality insight data points 有权
公开(公告)号：US10558691B2
公开(公告)日：2020-02-11
申请号：US15242794
申请日：2016-08-22
申请人： International Business Machines Corporation
发明人： Corville O. Allen , Joseph N. Kozhaya
IPC分类号： G06F7/04 , G06F16/00 , G06F16/33 , G06F16/93 , G06F16/332 , G06F16/335
摘要： An approach is provided that analyzes electronic document sets, each of the sets written by a different author. The analysis includes performing a normalized sentiment analysis of the documents which results in normalized sentiment scores that pertain to each of the authors. The normalize sentiment scores are stored in a data store that is accessible from a question answering (QA) system. The question answering system then receives a sentiment-based question. Responsively, the QA system generates a qualitative set of candidate answers, with the candidate answers based at least in part on the normalized sentiment scores retrieved from the data store.

80. 发明申请

US20200042104A1 System and Method for Cognitive User-Behavior Driven Messaging or Chat Applications 审中-公开
公开(公告)号：US20200042104A1
公开(公告)日：2020-02-06
申请号：US16054402
申请日：2018-08-03
申请人： International Business Machines Corporation
发明人： Joseph N. Kozhaya , Anita Govindjee , Javier R. Torres
IPC分类号： G06F3/023 , H04L29/08 , G06F17/27
摘要： A method, system and a computer program product are provided for interactively adjusting completion option suggestions based on user actions in a word processing application, such as a messaging application, by monitoring user interactions to detect one or more non-selected suggestions from a displayed first set of completion option suggestions for completing a first user message input, reprioritizing the one or more non-selected suggestions to reflect a reduced probability that the one or more non-selected suggestions will be selected by the user, and displaying a second set of one or more completion option suggestions for completing a second user message input, where the second set of one or more completion option suggestions is identified at least in part based on the reprioritized one or more non-selected suggestions.

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