The effectiveness of e-commerce strategic planning determines whether e-commerce can achieve the expected goals and performance. Technology adoption has become the main research idea for research organizations to adopt e-commerce, but the study of strategic planning process is still in its infancy. Construct a supervised machine learning model with strong generalization ability to solve the decision support problem of e-commerce strategic planning more effectively. A decision support method integrating rough set and support vector machine (SVM) is proposed, which is based on a three-stage SVM hybrid model. Decision support method, e-commerce strategic planning crisis early warning decision model is based on parallel meta-heuristic strategy and FKNN. Experiments show that the intelligent decision-making methods proposed in this paper can obtain good performance, and achieve the expected results and objectives, and promote the further development of the machine learning method itself, which has certain theoretical significance and practical application value.
机构:
Loughborough Univ, Business Sch, Mkt, Loughborough, Leics, EnglandLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England
Crick, James M.
Crick, Dave
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Univ Ottawa, Telfer Sch Management, Int Entrepreneurship & Mkt, Ottawa, ON, CanadaLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England
Crick, Dave
Chaudhry, Shiv
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Birmingham City Univ, Business Sch, Mkt & Int Business, Birmingham, W Midlands, EnglandLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England
机构:
Loughborough Univ, Business Sch, Mkt, Loughborough, Leics, EnglandLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England
Crick, James M.
Crick, Dave
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ottawa, Telfer Sch Management, Int Entrepreneurship & Mkt, Ottawa, ON, CanadaLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England
Crick, Dave
Chaudhry, Shiv
论文数: 0引用数: 0
h-index: 0
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Birmingham City Univ, Business Sch, Mkt & Int Business, Birmingham, W Midlands, EnglandLoughborough Univ, Business Sch, Mkt, Loughborough, Leics, England