期刊文献+

社交网络用户的人格分析与预测 被引量:35

Personality Analysis and Prediction of Social Network Users
下载PDF
导出
摘要 人格信息是对人类个体特征的高度概括,也是区分人与人之间差别的一种科学的量化标准.人格不但与人类在现实世界中的行为密切相关,而且与虚拟世界社交网络中的行为表现出高度相关性.线上行为的可记录、易计算等特性使得对网络用户人格分析成为可能.随着互联网用户的不断增长,对社交网络用户人格的研究将为人格理论的推广和应用提供非常广阔的空间.文章在总结人格测量的标准与方法的基础上,综述了近年来社交网络用户的人格分析和人格预测的相关研究,指出了社交网络用户人格预测方法面临的挑战,然后分析了人格理论在当前社交网络中的可能应用模式,最后展望了该领域需要解决的关键问题以及可能的应用前景. Personality is an overview of human individual characteristics.In a scientific way,it describes how one person differs from another.Personality not only highly correlates with people's real world behavior,but also correlates with the people's virtual world behavior on social network.Reachable and computable online behavior information makes it possible to analysis personality in large scale and provides personality theory with unprecedented fuel for popularization and application.Based on the statements of standards and methods of personality measurement,we briefly discussed latest researches about personality analysis and personality prediction of social network users.Moreover,we lay our fingers on the challenges of methods for forecasting users ' personality.Then we analyzed several possible modes of application of personality theory in social network.Finally,crucial problems to be solved and prospects of the future application are also stated.
出处 《计算机学报》 EI CSCD 北大核心 2014年第8期1877-1894,共18页 Chinese Journal of Computers
基金 国家自然科学基金(60903176) 山东省自然科学基金(ZR2010FQ028 ZR2012FM010) 济南市科技明星计划项目(20110112)资助~~
关键词 社会网络 人格分析 人格预测 社会计算 social network personality analysis personality prediction social computing
  • 相关文献

参考文献77

  • 1Lazer D, Pentland A, Adamic L, et al. Social science: Computational social science. Science, 2009, 323 (5915) : 721-723.
  • 2Wang F-Y, Carley K M, Zeng D, et al. Social computing From social informatics to social intelligence. IEEE Intelligent Systems, 2007, 22(2): 79-83.
  • 3Selfhout M, Burk W, Branje S, et al. Emerging late adoles- cent friendship networks and big five personality traits: A social network approach. Journal of Personality, 2010, 78(2): 509-538.
  • 4Odekerken-SchrOder G, De Wulf K, Schumacher P. Strengthening outcomes of retailer consumer relationships: The dual impact of relationship marketing tactics and consumer personality. Journal of Business Research, 2003, 56(3) : 177-190.
  • 5Whelan S, Davies G. Profiling consumers of own brands and national brands using human personality. Journal of Retailing and Consumer Services, 2006, 13(6): 393-402.
  • 6Rentfrow P J, Gosling S D. The do re mi's of everyday life: The structure and personality correlates of music preferences. Journal of Personality and Social Psychology, 2003, 84 (6) : 1236-1256.
  • 7Tett R P, Jackson D N, Rothstein M. Personality measures as predictors of job performance: A meta-analytic review. Personnel Psychology, 1991, 44(4): 703-742.
  • 8Barrick M R, Mount M K. The big five personality dimensions and job performanee: A meta-analysis. Personnel Psychology, 1991, 44(1): 1-26.
  • 9Judge T A, Higgins C A, Thoresen C J, et al. The big five personality traits, general mental ability, and career success across the life span. Personnel Psychology, 1999, 52 (3) : 621-652.
  • 10Neuman G A, Wagner S H, Christiansen N D. The relation- ship between work-team personality composition and the job performance of teams. Group * Organization Management, 1999, 24(I): 28-45.

二级参考文献21

  • 1宋维真,张建新,张建平,张妙清,梁觉.编制中国人个性测量表(CPAI)的意义与程序[J].心理学报,1993,25(4):400-407. 被引量:52
  • 2王登峰.自我和谐量表的编制[J].中国临床心理学杂志,1994,2(1):19-22. 被引量:546
  • 3王登峰,方林,左衍涛.中国人人格的词汇研究[J].心理学报,1995,27(4):400-406. 被引量:75
  • 4杨国枢 王登峰.中国人的人格维度[A]..北京:第三届华人心理学家大会论文[C].,1999..
  • 5Chen Z, Zhang Y. Personality Psychology (in Chinese). Shenyang: Liaoning Renmin Press, 1993(陈仲庚,张雨新. 人格心理学. 辽宁人民出版社,1988)
  • 6Church A, Katigbak M. Internal, external, and self-report structure of personality in a non-Western culture. An investigation of cross-language and cross-cultural generalizability. Journal of Personality and Social Psychology, 1989, 57: 857~872
  • 7Yang K, Bond M. Exploring implicit personality theories with indigenous or imported constructs: The Chinese case. Journal of Personality and Social Psychology, 1990,58(6):
  • 8Almagor M, Tellegen A, Waller N G. The Big Seven model: A cross-cultural replication and further exploration of the basic dimensions of natural language trait descriptors. Journal of Personality and Social Psychology, 1995, 69: 300~309
  • 9Katigbak M S, Church A T, Akamine T X. Cross-cultural generalizability of personality dimension: Relating indigenous and imported dimensions in two cultures. Journal of Personality and Social Psychology, 1996, 70 (1): 99~114
  • 10Cheung F, Leung K. Development of the Chinese Personality Assessment Inventory. Journal of Cross -Cultural Psychology, 1996, 27(2): 181~199

共引文献417

同被引文献270

引证文献35

二级引证文献203

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部