METHODS AND APPARATUS FOR CLUSTERING NEWS ONLINE CONTENT BASED ON CONTENT FRESHNESS AND QUALITY OF CONTENT SOURCE

Patent №

US 10,095,752

Granted

2018-10-09

Filed 2016

Owner

GOOGLE INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15145486

Methods and apparatus are described for scoring documents in response, in part, to parameters related to the document, source, and/or cluster score. Methods and apparatus are also described for scoring a cluster in response, in part, to parameters related to documents within the cluster and/or sources corresponding to the documents within the cluster. In one embodiment, the invention may identify the source; detect a plurality of documents published by the source; analyze the plurality of documents with respect to at least one parameter, and determine a source score for the source in response, in part, to the parameter. In another embodiment, the invention may identify a topic; identify a plurality of clusters in response to the topic; analyze at least one parameter corresponding to each of the plurality of clusters; and calculate a cluster score for each of the plurality of clusters in response, in part, to the parameter.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 16/24578G06F 16/355G06F 17/00G06F 40/143H04L 67/02Y10S 707/99937Y10S 707/99953

AI classification

Natural language1.00
AI hardware1.00
Planning1.00
Knowledge representation1.00
Machine learning0.95
Evolutionary computation0.02
Vision0.00
Speech0.00

Ownership

GOOGLE INC.

assignment · 392160275

Assignors

SCHMITT, MICHAEL, BHARAT, KRISHNA, CURTISS, MICHAEL

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

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