WEBSITE SIMILARITY DETERMINATION

Patent №

US 11,675,873

Granted

2023-06-13

Filed 2022

Owner

BYTEDANCE INC.

+1 more

Lab

AI components

4

ml · nlp · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17809513

There are provided methods, devices, and computer program products for similarity determination. In a method, first and second access data are obtained for a first and a second group of users who access a first and a second website, respectively. A first and a second jump path are generated for the first and second groups of users based on the first and second access data, respectively. The first and second jump paths describe access history for the first and second groups of users among webpages in the first and second websites, respectively. A similarity is determined between the first and second websites based on the first and second jump paths. Here, access data are used for similarity determination and unvisited webpages are not considered in the similarity determination. Therefore, the computation workload may be lowered, and the noise caused by the unvisited webpages may be reduced.

AI classification

Knowledge representation1.00
Machine learning1.00
Natural language0.99
Vision0.52
AI hardware0.49
Planning0.10
Evolutionary computation0.00
Speech0.00

Ownership

BYTEDANCE INC.

assignment · 632550926

LEMON INC.

assignment · 632560044

Assignors

WANG, HAN, XIONG, HONGYU, CHEN, ZHENG, ZHANG, TIANYU, FENG, YIQI, GAO, YUAN, ZENG, XIANGYU, LI, RUI, LU, QINGYI, YANG, YIHAN, ZHANG, YU, LIU, BIN

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

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