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公开(公告)号：US11954645B2
公开(公告)日：2024-04-09
申请号：US16831653
申请日：2020-03-26
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Lisa Seacat Deluca , Jonathan D. Dunne
Abstract: Participant inclusion determination can include generating a textual analysis of a draft of an electronic communication in response to a sender preparing the draft for conveyance over an electronic communications network. A word relevance score can be computed for each word of the draft based on the textual analysis. Probabilistically weighted distances between the sender, an initial recipient of the electronic communication, and more additional recipient candidates for additionally receiving the electronic communication can be determined. The probabilistically weighted distances can correspond to hierarchical distances within a hierarchical structure corresponding to an organization in which the sender, the initial recipient, and one or more additional recipient candidates are members. At least one of the additional recipient candidates can be selected for receiving the electronic communication over the electronic communications network based on the word relevance scores and the probabilistically weighted distances.
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公开(公告)号：US11734586B2
公开(公告)日：2023-08-22
申请号：US16600606
申请日：2019-10-14
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Trudy L. Hewitt , Kelley Anders , Steven Edward Atkin , Jonathan D. Dunne
Abstract: A method, a computer system, and a computer program product for managing content relevancy is provided. Embodiments of the present invention may include collecting and analyzing a plurality of data, wherein the plurality of data includes document data, document access data and user data. Embodiments of the present invention may include retrieving topic model content based on the plurality of data. Embodiments of the present invention may include building a machine learning (ML) model to determine one or more topics contained in the topic model content. Embodiments of the present invention may include generating a heatmap based on the user data. Embodiments of the present invention may include building a content relevancy model (CRM) based on the ML model and the heatmap. Embodiments of the present invention may include determining an action state for the document data. Embodiments of the present invention may include storing the CRM.
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公开(公告)号：US11620456B2
公开(公告)日：2023-04-04
申请号：US16859004
申请日：2020-04-27
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Zachary A. Silverstein , Trudy L. Hewitt , Jonathan D. Dunne , Liam S. Harpur
IPC: G06F40/00 , G06F40/35 , H04L51/02 , G06F16/9032
Abstract: Systems and methods of the invention determine evasiveness of postings and manage chat sessions accordingly. In embodiments, a method includes accessing a real-time text-based discourse session comprised of multiple text-based posts published by participants, the posts including a question from an author and responses from at least one respondent; determining relationships between words in the text-based discourse session utilizing corpus linguistics analysis; determining a frequency of the responses of the at least one respondent over time; determining an evasiveness score for each of the responses based on natural language processing of the responses, wherein each of the evasiveness scores indicate a level of relevance of a response with respect to the question; determining rankings for each of the responses based on the determined relationships of words, the frequency of the responses, and the evasiveness scores; and determining a display order for the responses based on the rankings of the responses.
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公开(公告)号：US20230067265A1
公开(公告)日：2023-03-02
申请号：US17411196
申请日：2021-08-25
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Lisa Seacat DeLuca , Kelley Anders , Jonathan D. Dunne
IPC: G06Q10/10 , G06F16/2457
Abstract: A method, computer system, and a computer program product for directed calendaring is provided. The present invention may include generating a topic model for each of a plurality of previously conducted meetings based on calendar data for a plurality of users. The present invention may include receiving a scheduled meeting, the scheduled meeting including an initial recipient list. The present invention may include generating a new topic model for the scheduled meeting. The present invention may include identifying a previous meeting with a highest similarity score between the topic model and the new topic model for each of the plurality of users. The present invention may include adjusting the initial recipient list of the scheduled meeting based on a transition matrix.
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公开(公告)号：US11558471B1
公开(公告)日：2023-01-17
申请号：US17705621
申请日：2022-03-28
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Mary Diane Swift , Irene Lizeth Manotas Gutiérrez , Kelley Anders , Jonathan D. Dunne , Qi Li
IPC: G06F15/16 , H04L67/147 , H04L65/60
Abstract: A communication session between two or more computing devices is monitored. One or more share actions, that include one or more media documents, are identified in the communication session responsive to the media documents and based on the monitoring the communication session. Reaction data, that is related to the share actions, in the communication session is analyzed in response the share actions and based on the media documents. One or more relevant media documents are determined based on the analyzing the reaction data. The relevant media documents are analyzed based on the media documents. A first depiction rendered by a first of the devices of the communication session is modified based on the relevant media documents.
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Patent Agency Ranking
公开(公告)号：US11432746B2
公开(公告)日：2022-09-06
申请号：US16511894
申请日：2019-07-15
Applicant: International Business Machines Corporation
Inventor： Raphael I. Arar , Chris Kau , Jonathan D. Dunne
Abstract: One embodiment of the present invention provides a method comprising running a monitoring agent on a connected electronic device, and determining, via the monitoring agent, a level of hearing impairment of an individual user associated with the connected electronic device. The method further comprises, in response to determining the individual user has some level of hearing impairment, selecting a notification mechanism suitable for notifying the individual user based on the level of hearing impairment, and invoking the monitoring agent to notify the individual user of an event in accordance with the notification mechanism selected.
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公开(公告)号：US20220188349A1
公开(公告)日：2022-06-16
申请号：US17123461
申请日：2020-12-16
Applicant: International Business Machines Corporation
Inventor： Nadiya Kochura , Jonathan D. Dunne , Fang Lu
IPC: G06F16/583 , G06N20/00 , G06F16/93
Abstract: In an approach to collaborative discourse, responsive to receiving a collaborative discourse, a document corpora of the collaborative discourse is analyzed. A picture metadata is analyzed for each image in a graphic repository. A machine learning model is derived based on the analysis of the document corpora and the analysis of the picture metadata. Appropriate images are selected from the graphic repository based on the machine learning model, where the appropriate images closely align with the collaborative discourse.
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公开(公告)号：US20220108084A1
公开(公告)日：2022-04-07
申请号：US16948807
申请日：2020-10-01
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Nadiya Kochura , Jonathan D. Dunne , Fang Lu
IPC: G06F40/56 , G06F40/35 , G06F40/289
Abstract: A computing device that receives a real-time chat discourse. The computing device analyses the real-time chat discourse by consecutively applying a topic analysis technique, a corpus linguistics technique and a cosine similarity technique. The computing device derives a discourse decision forking component (DDFC) based on comparing the analyzed real-time chat discourse to a similarity threshold value and determines one or more discourse forks using the DDFC.
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公开(公告)号：US20220092544A1
公开(公告)日：2022-03-24
申请号：US17026683
申请日：2020-09-21
Applicant: International Business Machines Corporation
Inventor： Amy Travis , Rogelio Vazquez-Rivera , Liam S. Harpur , Jonathan D. Dunne
Abstract: In an approach for collaboration space identification using sensory alignment, a processor collects scheduling information and expected device usage from historical log files for a forthcoming time period for a business. A processor determines historical and expected energy consumption from the scheduling information and expected device usage for the forthcoming time period. A processor determines an expected power usage based on the historical and expected energy consumption for the forthcoming time period. A processor monitors net incoming electricity to compare against the expected power usage for the forthcoming time period. A processor determines a level of significance between each location of the business and each application expected to be used in the forthcoming time period. A processor builds a model based on each level of significance determined that determines a probability of whether a respective location is optimal for collaboration.
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公开(公告)号：US20220086337A1
公开(公告)日：2022-03-17
申请号：US17017755
申请日：2020-09-11
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： APARNA SUBRAMANIAN , Shishir Saha , Jonathan D. Dunne , Kuntal Dey , Seema Nagar
Abstract: Digital photograph filters and associated settings are recommended by an image classification model. A plurality of images and metadata associated with each of the plurality of images are received. Human interaction scores for each of the images are received. Training data is generated classifying the images using the associated metadata and human interaction scores. The training data is used to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score. At least one recommended image capture setting using the image classification model is determined in response to determining that a user is preparing to capture an image with a device. The recommended image capture setting is displayed on a display of the device.
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