DISCREPANCY DETECTION FOR WEB CRAWLING

Patent №

US 8,639,773

Granted

2014-01-28

Filed 2010

Owner

MICROSOFT CORPORATION

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12817797

Search engines may utilize web crawlers to discover desirable content that may be provided to users as search results. Unfortunately, document providers, such as websites, may return junk web pages and/or maintenance web pages as document results, which may be undesirable for a search engine to provide as search results. Accordingly, document providers may be grouped into provider clusters. Profiles may be assigned to provider clusters, where a profile may comprise parameters representing “expected” parameters historically returned from normal document fetch operations to document providers within the provider cluster. Parameters of a profile for a provider cluster comprising a document provider may be compared with current document fetch parameters of a current document fetch operation. If the parameters of the profile and the current document fetch parameters do not match, then an alert may be generated.

AI classification

Planning0.97
AI hardware0.94
Machine learning0.90
Natural language0.61
Knowledge representation0.21
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 246130751

Assignors

SHYAMKUMAR, BALAJI B., SAHNI, PUNEET, VERMA, HARSH

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

© 2026 NYSGPT2525 LLC