Мeasure of mutual influence among members of a social network

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Аннотация

Among the factors that determine an individual's learning of new skills within a common interest group (in the local society) are: the strength of the character of the individual to be influenced by other members of the group or other groups and the individual's motivation. The first one of these two factors is analyzed here. To measure the influence that some members of a group have over others, and the individual's level of conform-ism, we use a semantical-logical analysis with quantitative output in the messages of a forum which contains a discussion about problems and innovations. We use a cluster analysis technique to find similarities and dis-crepancies among the members of the forum and classify them in this manner, revealing which of them are leaders and have influence over the others.

Общая информация

Ключевые слова: social science, cluster, organizational studies

Рубрика издания: Анализ данных

Тип материала: научная статья

Для цитаты: Макагонов П.П., Дорадо В.Р., Эспиноса С.Б. Мeasure of mutual influence among members of a social network // Моделирование и анализ данных. 2014. Том 4. № 1. С. 64–73.

Фрагмент статьи

There are groups of people which have formal organization (political parties, businesses, education­al institutions, etc.). There are also many whose members belong to them voluntarily for their own enjoyment and for the amount of time that they desire. Such groups are not organized with the level of formality necessary to have this name. But these groups are more or less stable and have influ­ence over the people around them; they have an exchange of information that influences their con­duct and vision of the “state of things.” These groups are called social networks. Previously there were only local (physical, material) social networks in each community. There were generally hier­archical social networks [Makagonov P, Liliana Eneida Sánchez Platas (2008-a)], separated by ag­es, and/or sex and social status. [Makagonov P, Celia Bertha Reyes Espinosa (2008-b)]. Now, there are many virtual social networks (on the Internet) whose membership is not redistricted (distribut­ed) by space but rather by zones of common interest.

Литература

  1. Makagonov P, Liliana Eneida Sánchez Platas (2008-a). Some Toolkits Useful for Urban and Regional Problems Rapid-Analysis. International Workshop on Social Networks and the Ap­plication Tools. September 19-21, 2008. University of Central Europe and SoNet Research Center Skalica, Slovakia (European Union).
  2. Makagonov P., Celia Bertha Reyes Espinosa (2008-b). Developing Website of Regional Cul­ture Center and Social Networks. International Workshop on Social Networks and the Applica­tion Tools. September 19-21, 2008. University of Central Europe and SoNet Research Center Skalica, Slovakia (European Union).
  3. Краснощеков П.С., Петров А.А. Принципы построения моделей. − Серия «Математиче­ское моделирование». Изд-во ФАЗИСМ. 2000.
  4. Makagonov P. Sánchez Platas L. (2011) Modernización de la ciudad: Desarrollo urbano con enfoque sistémico y modelos matemáticos (en edición).
  5. Makagonov, P. and Sboychakov, K (1998). Man-machine methods for solution of weakly for­malized problems in humanitarian and natural fields of knowledge (visual heuristic cluster analysis). − In: Proceedings of International Computer Symposium CIC’98, pp.346-358. IPN, México.

Consulting sites

  1. http://www.fundacionccb.org/index.php?option=com_content&view=article&id=63&Itemid= 63 14.06.2011.
  2. http://javiergodoy.com/metricas-para-medir-las-redes-sociales/ 17.11.2011
  3. http://josepvila.wordpress.com/2011/05/28/social-business-media-o-redes-sociales­corporativas/ 19.08.2011.
  4. http://es.wikipedia.org/wiki/Tecnolog%C3%ADa_social. 19.08.2011
  5. http://www.pasqualinonet.com.ar/la_papa.htm 17.08.2011
  6. www.glossary.ru/cgi-bin/gl_sch2.cgi?RRu.ogr;t:l!yl)turujoo

Информация об авторах

Макагонов Павел Петрович, доктор технических наук, профессор-исследователь отдела аспирантуры Микстекского технологического университета (Мексика, штат Оахака), e-mail: mpp@mixteco.utm.mx

Дорадо Валдес Родольфо Максимилиано, профессор Микстекского технологического университета (Мексика, штат Оахака)

Эспиноса Селия Берта, магистр в области электроники и вычислительной техники, профессор-исследователь института вычислительной техники Микстекского технологического университета (Мексика, штат Оахака), e-mail: creyes@mixteco.utm.mx

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