CUSTOM RANKING MODEL SCHEMA

Patent №

US 8,527,507

Granted

2013-09-03

Filed 2009

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12630981

A customizable ranking model of a search engine using custom ranking model configuration and parameters of a pre-defined human-readable format. The architecture can employ a markup language schema to represent the custom ranking model. In one implementation, the schema developed utilizes XML (extensible markup language) for representing the custom ranking model. Weights for dynamic and static relevance ingredients can be altered per ranking model and new relevance ingredients can be added. Additionally, features are provided for improving relevance such as adding terms to a thesaurus for synonym expansion, for example, the ability to deal with single terms either as compounds, and/or using custom word breaking rules.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Planning0.97
AI hardware0.36
Speech0.01
Evolutionary computation0.00
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 236450987

Assignors

SHNITKO, YAUHEN, MASSEY, KAREN BEATTIE, MEYERZON, DMITRIY, POZNANSKI, VICTOR

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

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