Extracting unconscious meaning from media corpora
AssigneeMachinevantage, Inc.
InventorsRatnakar Dev, Anantha K. Pradeep
Life of this patent
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Abstract
Provided are systems, methods, and devices for extracting unconscious meaning from media corpora. One or more corpora are received from one or more media databases. A number of phrases are extracted from the corpora, and then disambiguated according to natural language processing methods. One or more criteria are then selected to be used for phrase analysis, and the phrases are then analyzed to extract unconscious meaning based on the one or more criteria. The phrase analysis involves machine learning or predictive analysis methods. The results of the phrase analysis are then provided to one or more client devices, with the results containing findings of unconscious meaning for the phrases.
Claims11
A method of extracting unconscious meaning from media corpora, comprising:
- receiving a corpora from one or more media databases;
- extracting a phrase from the corpora;
- disambiguating the phrase, wherein the disambiguating the phrase is performed via a vector-assisted model and an additional input;
- selecting one or more criteria to be used for phrase analysis;
- analyzing the phrase to extract unconscious meaning based on the one or more criteria, the analyzing the phrase comprising:
- retrieving engagement data based on the criteria, wherein the criteria determines a demographic of the engagement data to be retrieved;
- and
- determining the unconscious meaning of the phrase based, at least in part, on the engagement data;
- and
- providing results of the phrase analysis to a client device, wherein the results include findings of unconscious meaning for the phrase.
Dependencies are inferred from the claim text.