CONTENT EVALUATION BASED ON MACHINE LEARNING AND ENGAGEMENT METRICS

Techniques for machine learning analysis are provided. A machine learning (ML) model is trained to identify appropriate documents based on lexical knowledge of target groups. A lexical knowledge of a set of users is determined. Additionally, a first document of a plurality of documents is selected b...

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Bibliographische Detailangaben
Hauptverfasser: JANAKIRAMAN, Janani, LIU, Su, LU, Fang, KOCHURA, Nadiya
Format: Patent
Sprache:eng
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Zusammenfassung:Techniques for machine learning analysis are provided. A machine learning (ML) model is trained to identify appropriate documents based on lexical knowledge of target groups. A lexical knowledge of a set of users is determined. Additionally, a first document of a plurality of documents is selected by processing the determined level of lexical knowledge using the ML model. The first document is presented to the set of users. A level of engagement of the set of users is then determined. Upon determining that the level of engagement is below a predefined threshold, a second document of the plurality of documents is selected using the ML model.