Service recommendation scheme suitable for business process customization environments

Document Type

Article

Publication Date

3-1-2019

Abstract

In the personalized business process customization environment, recommendation technology is introduced to improve the user's customization efficiency, but the existing recommendation technology has many problems, such as the new users, the lack of diversity of recommendation results and low recommendation quality. To give full play to the advantages of recommended technologies and solve the above problems, a service recommendation scheme suitable for business process customization environment was proposed. In this scheme, the clustering algorithm was used to solve new user problems, then the collaborative filtering was optimized to improve the diversity of recommendation results. The content filtering was built to screen out "pseudo-neighbors" for improving the recommendation quality, and the candidate services were recommended to the user to improve customization efficiency. The experimental research proved that the scheme proposed could solve the problem of new users, improve the diversity of recommendation results and recommendation quality, and enhance the customization efficiency of the users.

Identifier

85068569856 (Scopus)

Publication Title

Jisuanji Jicheng Zhizao Xitong Computer Integrated Manufacturing Systems CIMS

External Full Text Location

https://doi.org/10.13196/j.cims.2019.03.016

ISSN

10065911

First Page

692

Last Page

702

Issue

3

Volume

25

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