基于创新力-适应度的O2O电商知识网络构建

高长元; 闫健; 由扬

doi:10.13700/j.bh.1001-5965.2017.0672

基于创新力-适应度的O2O电商知识网络构建

doi: 10.13700/j.bh.1001-5965.2017.0672

高长元^1, ,,
闫健^{1, 2},
由扬¹

1.
哈尔滨理工大学管理学院, 哈尔滨 150040
2.
北京信息科技大学, 北京 100192

基金项目:

国家自然科学基金 71774044

国家自然科学基金 71672050

国家自然科学基金 71272191

详细信息

作者简介:
高长元男, 博士, 教授, 博士生导师。主要研究方向:信息管理

通讯作者:
高长元, E-mail:gaocy2002@126.com

中图分类号: G203
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- 文章访问数: 648
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- PDF下载量: 328
- 被引次数: 0
出版历程
- 收稿日期: 2017-10-30
- 录用日期: 2018-02-11
- 网络出版日期: 2018-09-20

Construction of knowledge network of O2O e-business based on innovation ability-fitness

GAO Changyuan^{1
, ,},
YAN Jian^{1, 2},
YOU Yang¹

1.
College of Management, Harbin University of Science and Technology, Harbin 150040, China
2.
Beijing Information Science and Technology University, Beijing 100192, China

Funds:

National Natural Science Foundation of China 71774044

National Natural Science Foundation of China 71672050

National Natural Science Foundation of China 71272191

More Information

Corresponding author: GAO Changyuan, E-mail:gaocy2002@126.com

摘要

摘要:
为提升O2O电商企业对知识创新领域的准确判断，增加企业的创新竞争力，提出了一种基于创新力-适应度的O2O电商知识网络构建方法。在对O2O电商企业知识节点创新力影响因素分析并赋权重的基础上，利用适应度算法确定知识节点创新力-适应度，构建了符合O2O电商企业特点的创新力-适应度知识网络模型。通过五级分值评分方法和UCINET等可视化软件对苏宁云商的创新力-适应度知识网络进行了构建，实验表明创新力能力强的知识节点则具有连接效率高、表示形状相对大的特征。为苏宁云商创新力-适应度知识网络提供了应对策略。
- O2O电商 /
- 知识网络 /
- 节点创新力 /
- 适应度 /
- 网络构建
Abstract:
A method for constructing knowledge networks based on the fitness of node's innovation ability is proposed for O2O e-business enterprises to make accurate judgment on the knowledge innovation field and improve the innovation competitiveness. This paper, based on the analysis on influence factors of knowledge node's innovation ability of O2O e-business enterprise and their weight assignment, the fitness algorithm is used to determine the fitness of knowledge node's innovation ability, and the innovation ability fitness knowledge network model suitable for the O2O e-business enterprise characteristics is established. Combining five-grade scoring method and UCINET visualization software, this paper constructs the knowledge network of Suning cloud business based on the fitness of innovation ability. The experiment shows that the knowledge node with strong innovation ability are characterized by high connectivity and relatively large shape. And finally, a coping strategy to the innovation ability fitness knowledge network of Suning cloud besiness is put forword.
- O2O e-business /
- knowledge network /
- node's innovation ability /
- fitness /
- network construction

HTML全文

图 1 苏宁云商初始知识网络

Figure 1. Initial knowledge network for Suning cloud business

下载: 全尺寸图片幻灯片

图 2 苏宁云商创新力-适应度知识网络

Figure 2. Innovation ability-fitness knowledge network for Suning cloud business

下载: 全尺寸图片幻灯片

图 3 知识节点创新力评分分布图

Figure 3. Score distribution map of knowledge node's innovation ability

下载: 全尺寸图片幻灯片

表 1 知识节点创新力评分-价格管理

Table 1. Knowledge node's innovation ability scoring-price management

因素	等级(分值)
因素	很低 (1分)	较低 (3分)	一般 (5分)	较高 (7分)	很高 (9分)
知识信任				√
知识认知	√
创新能力				√
价值取向		√
融合程度				√

下载: 导出CSV

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