Research on user behavior recommendation algorithm for business process

In this paper, ProcessLink is a user behavior judgment and recommendation algorithm based on the information system business process. The purpose is to provide users with reliable unknown process selection. The algorithm idea is as follows: firstly, collect and analyze historical data, establish the...

Full description

Saved in:
Bibliographic Details
Published in:Journal of physics. Conference series 2020-06, Vol.1570 (1), p.12013
Main Authors: Li, Kunying, Ding, Yu, Li, Xiaolian, Shi, Ying, Zhang, Wenting
Format: Article
Language:English
Subjects:
Algorithms
Model matching
Physics
Process selection
Similarity
Sorting algorithms
User behavior
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper, ProcessLink is a user behavior judgment and recommendation algorithm based on the information system business process. The purpose is to provide users with reliable unknown process selection. The algorithm idea is as follows: firstly, collect and analyze historical data, establish the relevance feedback set of "Time-Role -Process", establish the interest relationship decision table of each role according to the process flow link behavior between users. Starting from each process node, the Apriori algorithm completes a round of initial filtering on these relationships, and obtains the similarity association degree of each role node in the process link; finally, the recommendation sorting is carried out through the recommendation algorithm model matching and scenario similarity calculation. This research realizes the accurate prediction of the user's next link and gives the corresponding opinions. The experimental results show that the algorithm is effective and accurate in the business process.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1570/1/012013