A simple generative model of collective online behavior
نویسندگان
چکیده
Mathematics Applications Consortium for Science and Industry, Department of Mathematics and Statistics, University of Limerick, Limerick, Ireland; Department of Biostatistics, Harvard School of Public Health, Boston, MA 02115; Oxford Centre for Industrial and Applied Mathematics, Mathematical Institute, University of Oxford, Oxford OX2 6GG, United Kingdom; CABDyN Complexity Centre, Saïd Business School, University of Oxford, Oxford OX1 1HP, United Kingdom; and Institute for New Economic Thinking at the Oxford Martin School, University of Oxford, Oxford OX2 6ED, United Kingdom
منابع مشابه
A Simple Generative Model of Collective Online Behaviour
Human activities increasingly take place in online environments, providing novel opportunities for relating individual behaviors to population-level outcomes. In this paper, we introduce a simple generative model for the collective behavior of millions of social networking site users who are deciding between different software applications. Our model incorporates two distinct mechanisms: one is...
متن کاملAnalysis and classification of collective behavior using generative modeling and nonlinear manifold learning.
In this paper, we build a framework for the analysis and classification of collective behavior using methods from generative modeling and nonlinear manifold learning. We represent an animal group with a set of finite-sized particles and vary known features of the group structure and motion via a class of generative models to position each particle on a two-dimensional plane. Particle positions ...
متن کاملThe Role of Socio-Economic Factors in Establishing Collective Behavior of the Youth in Boshehr(Based on Smelser' s Structural Theory)
This research attempts to examine the role of Socio-economic factors in establishing collective behavior of the youth in Boshehr based on Smelser' s structural theory. Smelser in one of the most well-known sociologists in collective behavior studies who explains these behaviors in the framework of social structuralism. This research conducted on survey method. 383 persons selected through syst...
متن کاملهمگامسازی در مدل کوراموتو با نیروی وابسته به زمان در شبکههای پیچیده
In this paper, a generalization of the Kuramoto model is introduced by explicit consideration of deterministically time-varying periodic external force. In this model, the oscillator's natural frequencies and amplitude of collective oscillations are influenced by external forces with constant or random strengths. Then, the synchronization behavior of forced Kuramoto model is studied in some com...
متن کاملBarriers and Crucial factors affecting Iranian consumer mind during online shopping
E-commerce has made life simple and innovative of individuals and groups consumer Behavior in online shopping is different from the physical market where he has access to see the product. The purpose of the research was to study the consumer behavior in online shopping of electronics especially in Iran. Primary data was collected through the questionnaire survey and by emails from personal cont...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014