公开(公告)号：US11030533B2

公开(公告)日：2021-06-08

申请号：US16216038

申请日：2018-12-11

Applicant: HIWAVE TECHNOLOGIES INC.

Inventor： Vaibhav Bhan ,  Supriya Jyoti ,  Ravi Bhanabhai ,  Marjansadat Sayedzamani ,  Joe Lai

IPC: G06F17/30 ,  G06N5/02 ,  G06F16/31 ,  G06F16/9536 ,  G06F16/35 ,  G06F40/30

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.

公开(公告)号：US11605004B2

公开(公告)日：2023-03-14

申请号：US17204324

申请日：2021-03-17

Applicant: HIWAVE TECHNOLOGIES INC.

Inventor： Vaibhav Bhan ,  Ravi Bhanabhai ,  Joe Lai

IPC: G06F17/30 ,  G06N3/088 ,  G06N3/04

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.

公开(公告)号：US11270357B2

公开(公告)日：2022-03-08

申请号：US16216047

申请日：2018-12-11

Applicant: HIWAVE TECHNOLOGIES INC.

Inventor： Ravi Bhanabhai ,  Joe Lai ,  Vaibhav Bhan

IPC: G06Q30/02

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.