QUERY-INDEPENDENT ENTITY IMPORTANCE IN BOOKS

Patent №

US 7,783,644

Granted

2010-08-24

Filed 2006

Owner

GOOGLE INC.

AI components

3

ml · nlp · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11610446

A corpus contains information including text from books and metadata about the books. The book texts mention entities of various types, such as location, date, event, and person entities. An entity importance engine analyzes the information in the corpus to identify the entities mentioned therein, and ranks the entities using query-independent importance scores. The importance scores can be based in part on the contexts in which the entities are mentioned by the books. A presentation engine enables searching of the corpus to identify books satisfying a search query. The presentation engine presents information about a designated book. Entities mentioned in the book are presented in a style selected to enhance comprehension and utility. For example, location entities can be presented on a map with markers showing the locations of the entities. The number of entities presented are limited and ordered based on the query-independent importance scores.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.18
Vision0.15
Evolutionary computation0.02
Planning0.00
Speech0.00

Ownership

GOOGLE INC.

assignment · 186410402

Assignors

PETROU, DAVID, CHAN, CHIU-KI, LORETO, DANIEL, REYNAR, JEFFREY C., JEVTIC, NIKOLA

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

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