TAXONOMY-BASED OBJECT CLASSIFICATION

Patent №

US 8,095,539

Granted

2012-01-10

Filed 2010

Owner

FINEBRAIN.COM AG

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12841273

Objects, such as documents, are classified according to a taxonomy. The taxonomy includes nodes, corresponding to object classes, arranged in a hierarchy. Class keywords are associated with the nodes. Search strings are formed for the classes by traversing the taxonomic branches and concatenating the keywords associated with the classes. For each object to be classified, a search engine is used to perform searches on the object using the search strings. The searches produce search scores for each search string. Each object is classified by identifying the class(es) corresponding to the highest search score(s) for the object, and classifying the object into the identified class(es).

AI classification

Natural language1.00
Knowledge representation0.99
Machine learning0.88
AI hardware0.65
Vision0.49
Evolutionary computation0.02
Speech0.00
Planning0.00

Ownership

FINEBRAIN.COM AG

assignment · 247250494

Assignors

MORSCHER, THOMAS, LOFFLER, WOLFGANG

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

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