2022/2023
Анализ социальных сетей
Статус:
Маго-лего
Когда читается:
4 модуль
Охват аудитории:
для всех кампусов НИУ ВШЭ
Преподаватели:
Карпов Илья Андреевич
Язык:
английский
Кредиты:
3
Контактные часы:
32
Course Syllabus
Abstract
The course presents mathematical methods and computational tools for Social Network Analysis (SNA). SNA was pioneered by sociologist, but recently became an interdisciplinary endeavor with contributions from mathematicians, computer scientists, physicists, economists etc., who brought in many new tools and techniques for network analysis. In this course we will start with basic statistical descriptions of networks, analyze network structure, roles and positions of nodes in networks, connectivity patterns and methods for community detection. In the second part of the course we will discuss processes on networks and practical methods of network visualization. We conclude the course with examples from social media mining and Facebook, Vkontakte and Twitter analysis.