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公开(公告)号:US10789576B2
公开(公告)日:2020-09-29
申请号:US15050611
申请日:2016-02-23
Applicant: International Business Machines Corporation
Inventor: Rachel Katherine Emma Bellamy , Jonathan Hudson Connell, II , Robert George Farrell , Brian Paul Gaucher , Jonathan Lenchner , David Osmond Scott Melville , Valentina Salapura
Abstract: A meeting management method, system, and non-transitory computer readable medium, include a target determination circuit configured to determine a target of an agenda for a meeting, the target of the agenda including which users correspond to a topic, a behavior capturing circuit configured to capture behavior of the users during the meeting, a tracking and identifying circuit configured to track the behavior of the users during the meeting and identify a user of the users corresponding to the behavior, and a difference determination circuit configured to determine if a difference between the behavior of the users and the target of the agenda is greater than a threshold value.
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公开(公告)号:US20230325470A1
公开(公告)日:2023-10-12
申请号:US18205045
申请日:2023-06-02
Applicant: International Business Machines Corporation
Inventor: John Thomas Richards , David John Piorkowski , Stephanie Houde , Yunfeng Zhang , Qingzi Liao , Rachel Katherine Emma Bellamy
CPC classification number: G06F18/2178 , G06F9/5072 , G06F9/453
Abstract: An autonomous agent operating method, system, and computer program product, including launching a first autonomous agent for a task with an initial update interval and adjusting the initial update interval for a second autonomous agent based on a second task for the second autonomous agent being similar to the task over time in relation to a trust level of a human user in a performance of the first autonomous agent.
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公开(公告)号:US20180211550A1
公开(公告)日:2018-07-26
申请号:US15413395
申请日:2017-01-23
Applicant: International Business Machines Corporation
Inventor: Rachel Katherine Emma Bellamy , Ravindranath Kokku , Satyanarayana Venkata Nitta , Yedendra Babu Shrinivasan
CPC classification number: G09B1/325 , A63H33/042 , A63H2200/00 , G06N5/04 , G06N20/00 , G09B5/02 , G09B19/00 , G09B19/025
Abstract: A smart block control method, system, and computer program product, include capturing an intent of using one or more smart blocks and a domain of the smart blocks, determining an order of each of the smart blocks relative to each other, calculating an accuracy of a determined order of the smart blocks compared with the intent, and outputting an instruction via the one or more the smart blocks, in response to said calculating the accuracy of the determined order of the smart blocks compared with the predetermined order of the smart blocks.
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公开(公告)号:US12235933B2
公开(公告)日:2025-02-25
申请号:US18205045
申请日:2023-06-02
Applicant: International Business Machines Corporation
Inventor: John Thomas Richards , David John Piorkowski , Stephanie Houde , Yunfeng Zhang , Qingzi Liao , Rachel Katherine Emma Bellamy
Abstract: An autonomous agent operating method, system, and computer program product, including launching a first autonomous agent for a task with an initial update interval and adjusting the initial update interval for a second autonomous agent based on a second task for the second autonomous agent being similar to the task over time in relation to a trust level of a human user in a performance of the first autonomous agent.
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公开(公告)号:US20210160374A1
公开(公告)日:2021-05-27
申请号:US16695401
申请日:2019-11-26
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: John Thomas Richards , Rachel Katherine Emma Bellamy , Robert G. Farrell , Qingzi Liao , David John Piorkowski
Abstract: A method, a computer program product, and a computer system determine when to transfer a communication session from an agent to a bot. The method includes monitoring the communication session between the agent and a user. The method includes determining a continuing utility value indicating a predicted continuing cost to maintaining the communication session with the agent. The continuing utility value is indicative of a predicted continuing benefit to maintaining the communication with the agent. The method includes determining a transferring utility value indicating a predicted transferring cost to transferring the communication session from the agent to the bot. The transferring utility value is indicative of a predicted transferring benefit to transferring the communication session from the agent to the bot. The method includes, as a result of the predicted transferring benefit being greater than the predicted continuing benefit, transferring the communication session from the agent to the bot.
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公开(公告)号:US20200226483A1
公开(公告)日:2020-07-16
申请号:US16248927
申请日:2019-01-16
Applicant: International Business Machines Corporation
Inventor: Rachel Katherine Emma Bellamy , Thomas D. Erickson
Abstract: One or more alternatives are received. Each of the one or more alternatives has an associated weight. An advocate-agent corresponding to each of the one or more alternatives is generated in which each advocate-agent is configured to advocate for the corresponding alternative. An interaction characteristic is determined for each advocate-agent based on the associated weight and an engagement model. An engagement metric associated with each advocate-agent is received in which the engagement metric is indicative of an attention level of a user towards the particular alternative associated with the particular advocate-agent. The interaction characteristic a particular advocate-agent is adjusted based upon the engagement metric associated with the particular advocate-agent according to the engagement model.
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公开(公告)号:US11586849B2
公开(公告)日:2023-02-21
申请号:US16745872
申请日:2020-01-17
Applicant: International Business Machines Corporation
Inventor: Yunfeng Zhang , Rachel Katherine Emma Bellamy , Kush Raj Varshney
Abstract: Techniques regarding mitigating bias in one or more machine learning models are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise a model component that can evaluate a machine learning model at a plurality of threshold settings to generate a sample set and can define a relationship between a fairness metric and a utility metric of the machine learning model based on the sample set.
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公开(公告)号:US20210232867A1
公开(公告)日:2021-07-29
申请号:US16775585
申请日:2020-01-29
Applicant: International Business Machines Corporation
Inventor: John Thomas Richards , David John Piorkowski , Stephanie Houde , Yunfeng Zhang , Qingzi Liao , Rachel Katherine Emma Bellamy
Abstract: An autonomous agent operating method, system, and computer program product, including configuring an autonomous agent for a task, launching the autonomous agent with an initial update interval, the update interval determining a frequency of the autonomous agent reporting results to a human user for review, measuring the trust level of human user in a performance of the autonomous agent, and dynamically adjusting the update interval based on this measured trust.
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公开(公告)号:US20210174239A1
公开(公告)日:2021-06-10
申请号:US16703371
申请日:2019-12-04
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor: Qingzi Liao , Yunfeng Zhang , Michael Desmond , Rachel Katherine Emma Bellamy
IPC: G06N20/00
Abstract: An approach is provided for training classifiers used in machine learning. A corpus of training data is received. One or more clusters of the training data is generated according to features of the training data. The one or more clusters are refined using user-specified rules. One or more classifiers are trained for use in machine learning based upon the refined one or more clusters.
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公开(公告)号:US20170243171A1
公开(公告)日:2017-08-24
申请号:US15050611
申请日:2016-02-23
Applicant: International Business Machines Corporation
Inventor: Rachel Katherine Emma Bellamy , Jonathan Hudson Connell, II , Robert George Farrell , Brian Paul Gaucher , Jonathan Lenchner , David Osmond Scott Melville , Valentina Salapura
IPC: G06Q10/10
Abstract: A meeting management method, system, and non-transitory computer readable medium, include a target determination circuit configured to determine a target of an agenda for a meeting, the target of the agenda including which users correspond to a topic, a behavior capturing circuit configured to capture behavior of the users during the meeting, a tracking and identifying circuit configured to track the behavior of the users during the meeting and identify a user of the users corresponding to the behavior, and a difference determination circuit configured to determine if a difference between the behavior of the users and the target of the agenda is greater than a threshold value.
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