Method and system for generating a transitory sentiment community

    公开(公告)号:US11030533B2

    公开(公告)日:2021-06-08

    申请号:US16216038

    申请日:2018-12-11

    Abstract: A method and system of generating a transitory sentiment community. The method comprises receiving data in a database memory of a server computing device, the data extracted from a plurality of data sources, pre-processing the data based on text character removal and text character replacement, to provide pre-processed data that includes keywords used in a descriptive manner, performing a sentiment analysis on the keywords based at least in part upon a training model, the sentiment analysis identifying a conformance to at least one of a set of sentiment classifications recognized by the training model, and a sentiment intensity rating associated with the conformance, modifying the sentiment intensity rating associated with the sentiment classification upon detecting a sarcasm sentiment above a sarcasm sentiment threshold, and generating the transitory sentiment community based at least in part on the sentiment classification and the modified sentiment intensity rating.

    Method and system for initiating an interface concurrent with generation of a transitory sentiment community

    公开(公告)号:US12008609B2

    公开(公告)日:2024-06-11

    申请号:US17585657

    申请日:2022-01-27

    CPC classification number: G06Q30/0282 G06Q30/0203 G06Q30/0204

    Abstract: A method and system of initiating a subscriber interface at a client subscriber device coupled to a server device. The method comprises receiving, at a memory of the server computing device, a specification identifying at least one sentiment parameter in association with the subscriber computing device, the at least one sentiment parameter being related to a sarcasm sentiment, identifying, within social media content data received at the server computing device, content associated with a subject of interest, the subject of interest defined in accordance with at least one text character string, modifying, upon detecting the sarcasm sentiment within the content associated with the subject of interest as being one of above and below a sarcasm sentiment likelihood threshold, a sentiment classification associated with the at least one sentiment parameter and transmitting, to the subscriber computing device, a notification of the at least one sentiment parameter and the modified sentiment classification.

    Method and system of engaging a transitory sentiment community

    公开(公告)号:US12236451B2

    公开(公告)日:2025-02-25

    申请号:US18107714

    申请日:2023-02-09

    Abstract: A method and system, performed in a processor of a server computing device, of engaging a transitory sentiment community. The method comprises identifying, responsive to monitoring generation of the transitory sentiment community, a critical engagement juncture being reached, the transitory sentiment community including a collective of content consumers, the collective of content consumers providing a sentiment expressive usage associated with a subject of interest, the sentiment expressive usage characterized in accordance with a sentiment intensity rating, and initiating, responsive to the critical engagement juncture being reached, an engagement action directed to at least a subset of the collective of content consumers.

    Method and system for generating a transitory sentiment community

    公开(公告)号:US11605004B2

    公开(公告)日:2023-03-14

    申请号:US17204324

    申请日:2021-03-17

    Abstract: A method and system of generating a transitory sentiment community. The method comprises identifying, in accordance with a supervised trained model, within agglomerated social media content data, content associated with a subject of interest and characterized in accordance with one of a sentiment expressive usage and not a sentiment expressive usage, the subject of interest defined in accordance with at least one text character string; performing, based on an unsupervised trained model in conjunction with content associated with the sentiment expressive usage, a sentiment analysis that determines a sentiment intensity rating associated with at least a portion of the agglomerated social media content data, and generating the transitory sentiment community based at least in part on the sentiment intensity rating.

    Method and system for initiating an interface concurrent with generation of a transitory sentiment community

    公开(公告)号:US11270357B2

    公开(公告)日:2022-03-08

    申请号:US16216047

    申请日:2018-12-11

    Abstract: A method and system of initiating a subscriber interface at a client subscriber device coupled to a server device. The method comprises receiving, at a memory of the server device, a specification identifying at least one sentiment parameter in association with the subscriber device, the sentiment parameter related to an expected result generated during execution of a sentiment community generation software application in the server device, generating, during execution of the sentiment community generation software application, a sentiment parameter task automaton representative of the sentiment parameter, monitoring, by the sentiment parameter task automaton, during concurrent execution with object code of the sentiment community software application, the expected result related to the sentiment parameter, and initiating, at the subscriber device, a subscriber interface that includes at least a notification of the at least one sentiment parameter in accordance with the monitoring during the concurrent execution.

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