GAME ANALYTICS USING NATURAL LANGUAGE PROCESSING

A processor executes program code that represents a portion of a video game and adds a sequence of text strings that represent game events to a text log during execution of the program code. The processor (or another processor that has access to the text log) performs a natural language processing (...

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Bibliographic Details
Main Authors Cary, Daniel, Kim, Ji Hun, Kipnis, Anna
Format Patent
LanguageEnglish
Published 24.11.2022
Subjects
AMUSEMENTS
CARD, BOARD, OR ROULETTE GAMES
GAMES
GAMES NOT OTHERWISE PROVIDED FOR
HUMAN NECESSITIES
INDOOR GAMES USING SMALL MOVING PLAYING BODIES
SPORTS
VIDEO GAMES
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Summary:A processor executes program code that represents a portion of a video game and adds a sequence of text strings that represent game events to a text log during execution of the program code. The processor (or another processor that has access to the text log) performs a natural language processing (NLP) analysis of the text log to determine one or more characteristics of the portion of the video game. In some cases, the NLP analysis includes a sentiment analysis that attempts to determine characteristics of a player's experience while playing the video game, summarization technology that creates a human-readable summary of an aspect of the game or a portion of the video game, a semantic NLP ML algorithm in the semantic similarity modality to answer questions regarding the player's experience during the video game, or grouping players in a multiplayer game based on in-game behavior.
Bibliography:Application Number: US202017769977