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作者:

Li, Zhao (Li, Zhao.) | Wu, Jun (Wu, Jun.) | Zhang, Xiaofeng (Zhang, Xiaofeng.) | He, Jingsha (He, Jingsha.) (学者:何泾沙) | Chen, Peng (Chen, Peng.) | He, Keqing (He, Keqing.)

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EI SCIE

摘要:

With the increasing development of business process techniques in many enterprises and organizations, business process recommendation has become a dramatic research area of business process management techniques. However, there are some problems in current business process recommendation approaches, which rely on simple metrics such as structural, textual, or behavioral similarity, or which generally rely on specific structures without typical metadata features. To improve the availability of process description and recommendation, an approach for recommending processes is proposed based on metadata. The concept of business process description framework (BPDF) is first constructed based on MFI-5. According to BPDF, similarity feature set (SFS) of the process is defined. The processes are further identified and quantified using SFS, so that the process vectors are obtained. And the similarity measure algorithm is utilized to calculate the similarity between any two vectors, and the similarity matrix of the processes can then be extracted. According to the results of processes similarity measurement, these processes are ranked to provide support for process recommendation. An empirical experiment shows that the proposed approach can be effectively applied to actual scenarios of process recommendation.

关键词:

BPDF Business process recommendation Metadata Ranking

作者机构:

  • [ 1 ] [Li, Zhao]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China
  • [ 2 ] [Wu, Jun]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China
  • [ 3 ] [Zhang, Xiaofeng]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China
  • [ 4 ] [He, Jingsha]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China
  • [ 5 ] [Chen, Peng]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China
  • [ 6 ] [He, Jingsha]Beijing Univ Technol, Sch Software Engn, Beijing, Peoples R China
  • [ 7 ] [He, Keqing]Wuhan Univ, Comp Sch, Wuhan, Peoples R China

通讯作者信息:

  • [Chen, Peng]China Three Gorges Univ, Coll Comp & Informat Technol, Yichang, Peoples R China

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来源 :

JOURNAL OF SUPERCOMPUTING

ISSN: 0920-8542

年份: 2020

期: 5

卷: 76

页码: 3729-3748

3 . 3 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:34

JCR分区:2

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WoS核心集被引频次: 0

SCOPUS被引频次: 2

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