Invention Grant
- Patent Title: Recommending a dialog act using model-based textual analysis
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Application No.: US16359829Application Date: 2019-03-20
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Publication No.: US10685654B2Publication Date: 2020-06-16
- Inventor: Rama Kalyani T. Akkiraju , Mansurul Bhuiyan , Pritam S. Gundecha , Jalal U. Mahmud , Shereen Oraby , Vibha S. Sinha , Sabina Tomkins , Anbang Xu
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Zilka-Kotab, P.C.
- Main IPC: G10L15/22
- IPC: G10L15/22 ; G06N20/00 ; G06N7/00 ; G06F40/35

Abstract:
A computer-implemented method according to one embodiment includes identifying a plurality of communications each having an associated objective, automatically determining a plurality of dialog acts within the plurality of communications, utilizing a classifier, determining a plurality of features within each of the plurality of communications, training the model, utilizing the plurality of communications and associated objectives, the plurality of dialog acts, and the plurality of features, receiving textual data associated with a real-time conversation between a first participant and a second participant, receiving an objective of the first participant for the real-time conversation between the first participant and the second participant, determining a dialog act to be entered by the first participant at a current point in the real-time conversation that meets the objective, utilizing the model, and determining the dialog act to be entered, based on the scoring, and returning the dialog act to the first participant.
Public/Granted literature
- US20190221211A1 RECOMMENDING A DIALOG ACT USING MODEL-BASED TEXTUAL ANALYSIS Public/Granted day:2019-07-18
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