Automatic Semantic Rating and Abstraction of Literature

Patent №

US 9,535,899

Granted

2017-01-03

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13772017

Deep semantic analysis is performed on an electronic literary work in order to detect plot elements and optional other storyline elements such as characters within the work. Multiple levels of abstract are generated into a model representing the literary work, wherein each element in each abstraction level may be independently rated for preference by a user. Through comparison of multiple abstraction models and one or more user rating preferences, one or more alternative literary works may be automatically recommended to the user.

AI classification

Natural language1.00
Machine learning0.98
Planning0.70
Knowledge representation0.52
AI hardware0.27
Vision0.02
Speech0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 298420797

Assignors

ALLEN, CORVILLE O., CARRIER, SCOTT R., WOODS, ERIC

On an employer assignment, the assignors are typically the inventors.

From the same owner

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