COMBINING LOG-BASED RANKERS AND DOCUMENT-BASED RANKERS FOR SEARCHING

Patent №

US 8,515,950

Granted

2013-08-20

Filed 2008

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12243678

Log-based rankers and document-based rankers may be combined for searching. In an example embodiment, there is a method for combining rankers to perform a search operation. A count of query instances in log data is ascertained based on a query. A search for the query is performed to produce a set of search results. The set of search results is ranked by relevance score with a document-based ranker and a log-based ranker using a weighting factor that is adapted responsive to the count of the query instances in the log data.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning0.99
Planning0.95
AI hardware0.48
Vision0.08
Evolutionary computation0.03
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 218920654

Assignors

GAO, JIANFENG, WANG, KUANSAN

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

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