METHOD AND SYSTEM FOR USING ACCESS PATTERNS TO IMPROVE WEB SITE HIERARCHY AND ORGANIZATION

Patent №

US 6,981,037

Granted

2005-12-27

Filed 2001

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09757759

A hierarchy improvement system and associated method automatically locate “weak spots” in a hierarchical organization of a Web site, where the visitors' expected locations of Web pages, Web sites, or Web points (i.e., nodes) do not coincide with their actual locations. The system mines the users' access patterns, such as backtracks, and determines the most likely locations of the Web pages by discovering or inferring backtracks. Once the expected locations are defined, the system either forwards the expected locations with a high frequency of repetition or a substantially high benefit value to the Web site administrator for corrective action, such as adding direct navigation links from the expected locations to the target pages, or automatically adding such navigation links.

AI classification

Planning0.99
Knowledge representation0.99
Machine learning0.96
Natural language0.73
AI hardware0.01
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 114480321

Assignors

SRIKANT, RAMAKRISHNAN, YANG, YINGHUI

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

From the same owner

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