User Personality Mining in Social Network Case Study: Iranian Facebook User’s Profile

سال انتشار: 1394
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 803

فایل این مقاله در 8 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

RSTCONF01_515

تاریخ نمایه سازی: 30 آبان 1394

چکیده مقاله:

Social network’s is place that all people widely represent themselves. According to the growth of Internet and rapid developing of social network and its impact on social behavior, it seems essential to decomposition and analysis the data driven from them. User interaction in social network is a good measure of person behavior in real life. We begin to study relationship between Iranian Facebook users and their personality traits. We assume that there is a relation between personality traits that’s driven from the Big Five personality questions and information of Facebook user’s. On the other hand, our work tries to answer this question Can Iranian Facebook profiles predict characteristic traits? The purpose of this study was to identify and examine the relationship between personality and criteria obtained from social network. Since some preliminary research in this area was needed, at first we take a brief look at related work and glimpse regard to Big five personality test. Then we explain our method for collecting data and normalizing them to find the linear regression. One of the important issues we faced that is which feature of the Facebook related to the personality traits. Finally we find a model to predict one aspect of personality test with criteria picked up from Facebook. Agreeableness is the aspect that related to the some information gained from profiles

نویسندگان

AliReza Jafari

Dep. of Electronic and Computer Engineering, Institute for higher Education Pouyandegan Danesh Chalous, Iran,

Jamshid Bagherzadeh

Dep. of Electrical Engineering and Computer Science, Urmia University Urmia, Iran,

Reza Tavoli

Dep. Of Mathematics, Islamic Azad University, Chalous Branch Chalous, Iran,

مراجع و منابع این مقاله:

لیست زیر مراجع و منابع استفاده شده در این مقاله را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود مقاله لینک شده اند :
  • M. R. David John Hughes , Mark Batey , Andrew ...
  • J. s. M. back, S. Vazire, S.gaddis, S.Schmukle, B.Egloff and ...
  • R. M. C. Alvaro Ortigosa , Jose Ignacio Quiroga, "Predicting ...
  • C. S. N. a. D. C. F. R. A. Sherman, ...
  • A. A. _ M. Polonsky, "Online Social Network and Insights ...
  • R. R. O. N. Ljepava, S. Locke, C. Ross, "Personality ...
  • S. X. Tracii Ryan "Who uses Facebook? An investigation into ...
  • M. S. Marjaneh safaei, Mustafa Ilkan, "Social Graph Generation and ...
  • regret, " Computers in Human Behavior, pp. 267-274, 17 October ...
  • narcissism on Facebook use among university students, " Computers in ...
  • 41 4-2419, August 2012 2012. ...
  • personality from Facebook profiles, " presented at the Information Reuse ...
  • Factors in Computing, vol. 11, pp. 253-262, may - 7 ...
  • Popular Facebook Users, " CSCW '12 Proceedings of the ACM ...
  • R. L. Daniele Quercia, David Stillwell, Michal Kosinski, Jon Crowcroft, ...
  • activities - A case of Taiwanese college students _ Computers ...
  • Years Later, " Journal of Research in Personality, vol. 35, ...
  • not use standlard deviation around the mcan, uSe absolute deviation ...
  • Smirnov Lilliefors and Anders on-Darling tests, " Journal of Statistical ...
  • J. C. M. Kelly Moore, "The influence of personality On ...
  • B. W. Jason . Skues, Lisa Wise, "The effects of ...
  • R. Wald, Boca Raton, FL, USA ; Khoshgoftar, T. ; ...
  • C. R. Jennifer Golebeck , Karen Turner, "Predicting Personality with ...
  • R. L. Daniele Quercia, David Stillwell, Michal Kosinski, Jon Crowcroft, ...
  • G. A. a. M. A. K. Abdelberi Chaabane, "You are ...
  • H.-L. T. Tingya Kuo "Relationships among personality traits, Facebook USages, ...
  • J. Block, "Millennial Contrarianis. The Five-Factor Approach to Personality Description ...
  • R. R. A. d. R. J. A. Little, " A ...
  • C. L. Christophe Leys, Olivier Klein, Philippe Bernard, Laurent Licata, ...
  • Y. B. W. Nornadiah Mohd Razali, "Power comparisons of Shapiro-Wilk, ...
  • نمایش کامل مراجع