基于贝叶斯网络的企业社交网络招聘风险评价

doi:10.12068/j.issn.1005-3026.2020.09.023

东北大学学报:自然科学版 ›› 2020, Vol. 41 ›› Issue (9): 1356-1362.DOI: 10.12068/j.issn.1005-3026.2020.09.023

基于贝叶斯网络的企业社交网络招聘风险评价

王馨，王婧，李金锋

(大连海事大学航运经济与管理学院，辽宁大连116026)

收稿日期:2019-10-21 修回日期:2019-10-21 出版日期:2020-09-15 发布日期:2020-09-15
通讯作者: 王馨
作者简介:王馨(1972-)，女，辽宁鞍山人，大连海事大学副教授.
基金资助:
国家自然科学基金青年基金资助项目(71503029).

Risk Assessment of Social Networking Recruitment Based on Bayesian Network

WANG Xin， WANG Jing， LI Jin-feng

School of Maritime Economics and Management， Dalian Maritime University， Dalian 116026，China.

Received:2019-10-21 Revised:2019-10-21 Online:2020-09-15 Published:2020-09-15
Contact: WANG Xin
About author:-
Supported by:
-

摘要/Abstract

摘要： 伴随着社交网络平台的多样化发展，社交网络招聘已成为企业关注的热点.为了有效降低企业社交网络招聘的风险，采用流程图法，结合文献研究结果和专家意见，全面分析了社交网络招聘中的风险因素，进而建立企业社交网络招聘的风险评价指标体系.基于贝叶斯网络方法提出企业社交网络招聘风险的评价模型，将模型应用于企业社交招聘风险评价的实际算例，计算得出社交网络各招聘阶段风险及招聘总风险，按照风险发生概率的大小进行排序，并提出相应的防范对策及建议，验证了评价方法的有效性.

关键词: 社交网络招聘, 风险评价, 贝叶斯网络, 风险管理, 社交平台

Abstract: With the diversified development of social networking platforms， social networking recruitment has become a hot spot for enterprises. In order to effectively reduce the risks of corporate social networking recruitment， the flow chart method was used by combining the empirical research results and experts’ opinions to comprehensively analyze the risk factors of social networking recruitment. Then， on this basis， a risk evaluation index system of enterprises’ social networking recruitment was put forward， and the social networking recruitment risk evaluation model based on Bayesian network was established. Finally， the model was used for the risk assessment of an actual example of corporate social networking recruitment. The probabilities of the risks in each social networking recruitment stage and the overall probability of the risks in social networking recruitment were calculated and ranked， and then some suggestions were put forward， which verified the effectiveness of the evaluation method.

Key words: social networking recruitment, risk assessment, Bayesian network, risk management, social platform

中图分类号:

C936

王馨，王婧，李金锋. 基于贝叶斯网络的企业社交网络招聘风险评价[J]. 东北大学学报:自然科学版, 2020, 41(9): 1356-1362.

WANG Xin， WANG Jing， LI Jin-feng. Risk Assessment of Social Networking Recruitment Based on Bayesian Network[J]. Journal of Northeastern University Natural Science, 2020, 41(9): 1356-1362.

参考文献

[1]Papagiannidis S，Osorio C A.A study of networking and information exchange factors influencing user participation in Niche social networking sites［J］.International Journal of E-Business Research， 2019，15(2):1-21.
[2]Caers R，Castelyns V.LinkedIn and Facebook in Belgium:the influences and biases of social network sites in recruitment and selection procedures［J］.Social Science Computer Review， 2011，29(4):437-448.
[3]Kuhn P，Mansour H.Is Internet job search still ineffective?［J］.The Economic Journal， 2014，124(581):1213-1233.
[4]孙萍，陈诗怡.基于主成分分析法的营商政务环境评价研究——以辽宁省14市的调查数据为例［J］.东北大学学报(社会科学版)，2019，21(1):51-56.(Sun Ping，Chen Shi-yi.Research on evaluation of government environment of doing business based on principal component analysis—taking the survey data of 14 cities in Liaoning Province as an example［J］.Journal of Northeastern University(Social Science)，2019，21(1):51-56.)
[5]李燕萍，齐伶圆.“互联网＋”时代的员工招聘管理:途径、影响和趋势［J］.中国人力资源开发，2016，33(18):6-13.(Li Yan-ping，Qi Ling-yuan.Employee recruiting management in “Internet+”age:approaches，influence and tendency［J］.Human Resource Development of China，2016，33(18):6-13.)
[6]Slovensky R，Ross W H.Should human resource managers use social media to screen job applicants? managerial and legal issues in the USA［J］.Info， 2012，14(1):55-69.
[7]Black S L，Stone D L，Johnson A F.Use of social networking websites on applicants’ privacy［J］.Employee Responsibilities and Rights Journal， 2015，27(2):115-159.
[8]Madia S A.Best practices for using social media as a recruitment strategy［J］.Strategic HR Review， 2011，10(6):19-24.
[9]杨从杰，戴巧玲.基于TAM的企业招聘微信特征对雇主吸引力的影响研究［J］.管理评论，2016，28(6):140-149，161.(Yang Cong-jie，Dai Qiao-ling.A study on the impact of characteristics of company recruitment WeChat on employer attractiveness based on TAM［J］.Management Review， 2016，28(6):140-149，161.)
[10]Agarwal R，Venkatesh V.Assessing a firm’s Web presence:a heuristic evaluation procedure for the measurement of usability［J］.Information Systems Research， 2002，13(2):168-186.
[11]贾建锋，王国锋，王英男.创业导向型企业高管胜任特征研究——基于创业板上市公司招聘广告的内容分析［J］.东北大学学报(社会科学版)，2012，14(4):318-324.(Jia Jian-feng，Wang Guo-feng，Wang Ying-nan.Research on competencies of top managers in entrepreneurial-oriented companies—based on content analysis of recruitment advertisements of listed companies［J］.Journal of Northeastern University(Social Science)，2012，14(4):318-324.)
[12]郑称德，刘秀，杨雪.感知价值和个人特质对用户移动购物采纳意图的影响研究［J］.管理学报，2012，9(10):1524-1530.(Zheng Cheng-de，Liu Xiu，Yang Xue.Impact of perceived value and individual cognition on consumers’ adoption intention of mobile shopping［J］.Chinese Journal of Management， 2012，9(10):1524-1530.)
[13]Liu Q，Pérès F，Tchangani A.Object oriented Bayesian network for complex system risk assessment［J］.IFAC-Papers OnLine， 2017，49(28):31-36.
[14]Khafaei T，Taraghi A T，Hosseinzadeh M，et al.Tracing temporal communities and event prediction in dynamic social networks［J］.Social Network Analysis & Mining， 2019，9(1):1-11.
[15]丁斅，徐峰.基于贝叶斯网络的工程风险管理研究——以港珠澳大桥主体工程设计风险为例［J］.系统管理学报，2018，27(1):176-185，191.(Ding Xiao，Xu Feng.Bayesian network modeling for project risk management:a case study of Hong Kong-Zhuhai-Macao bridge［J］.Journal of Systems & Management， 2018，27(1):176-185，191.)
[16]Brown S E，Scobbie L，Worrall L，et al.Accessible goal setting in stroke rehabilitation for stroke survivors with aphasia:a narrative review［J］.Aphasiology， 2018，32(sup1):30-31.
[17]Sukhu A，Zhang T，Bilgihan A.Factors influencing information-sharing behaviors in social networking sites［J］.Services Marketing Quarterly， 2015，36(4):317-334.
[18]Jungherr A，Pascal J.Through a glass，darkly:tactical support and symbolic association in Twitter messages commenting on Stuttgart 21［J］.Social Science Computer Review， 2014，32(1):74-89.
[15]关守平，房少纯.一种新型的区间-粒子群优化算法［J］.东北大学学报(自然科学版)，2012，33(10):1381-1384.(Guan Shou-ping，Fang Shao-chun.A new interval particle swarm optimization algorithm［J］.Journal of Northeastern University(Natural Science)，2012，33(10):1381-1384.)

基于贝叶斯网络的企业社交网络招聘风险评价

Risk Assessment of Social Networking Recruitment Based on Bayesian Network

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