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Linking Friends in Social Networks using HashTag Attributes
P. 269-281.
Gerasimova O., Syomochkina V.
Social networks are an integral part of modern life. They allow us to communicate online and exchange all kinds of information. In this paper, we consider the social network Instagram and its hashtags as a key tool for finding relevant information and new friends. The aim of our work is an empirical analysis of hashtags for posts in Instagram with certain locations. We obtain database of users of the Instagram network and collect a dataset of posts for three Far Eastern cities. Then, we build a friendship graph, for which we solve the link prediction problem. We show that both, structural and attributive graph information, such as hashtags, is important to achieve best quality.
Publication based on the results of:
Gradoselskaya G., Shcheglova T., Karpov I., Системы высокой доступности 2018 Т. 14 № 3 С. 87-91
The article is devoted to the consideration of the new analytical research concept of information space of social networks – "information waves". The duality of the nature of information waves is emphasized. On the one hand, it is the flow of information units connecting actors, communities, publics, etc. On the other hand, in the basis ...
Added: October 19, 2018
Chepovskiy A., Вопросы кибербезопасности 2023 № 1(53) С. 75-81
The purpose of the study: search for a technique for constructing and analyzing a graph of interacting objects in the network of Telegram channels, including the calculation of psycholinguistic characteristics of texts. This technique makes it possible to classify groups of channels and evaluate their informational impact on users.
Method: (U, M, R)-model is used to build a weighted ...
Added: March 6, 2023
Agieva M. T., Korolev A. V., Ougolnitsky G. A., , in : Modeling and Simulation of Social-Behavioral Phenomena in Creative Societies. First International EURO Mini Conference, MSBC 2019 Vilnius, Lithuania, September 18–20, 2019 Proceedings. : Springer, 2019. P. 29-40.
The problems of analysis and prediction in social networks are
interpreted for the domain of marketing (other applications are also possible).
Algorithms of determination of the strong subgroups and satellites for a network
are implemented using the programming language R and tested on model
examples. An original algorithm of calculation of the final opinions is proposed,
implemented in R and ...
Added: September 29, 2019
Association for Computing Machinery (ACM), 2021
ASONAM '21: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Publisher:
Association for Computing Machinery
New York
NY
United States
Conference:
ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining Virtual Event NetherlandsNovember 8 - 11, 2021
ISBN:
978-1-4503-9128-3
Sponsors:
SIGKDD ...
Added: April 19, 2022
Titov S., Novikov P., Марарица Л. В., , in : Proceedings of the 25th Conference of Open Innovations Association FRUCT, University of Helsinki, Helsinki, Finland. : Helsinki : IEEE, 2019. P. 317-323.
In this work, we present our prediction results for 17 psychological scales based on online data from the Russian social network VKontakte. As part of this project, we predicted a variety of psychological traits, starting with personality traits from the OCEAN inventory and ending with Raven's Matrices. We then introduced 2 models based on the ...
Added: November 18, 2020
КОММУНИКАЦИОННЫЕ ПРАКТИКИ РПЦ: АНАЛИЗИРУЯ СОЦИАЛЬНЫЕ МЕДИА И РЕЗУЛЬТАТЫ ОПРОСОВ ОБЩЕСТВЕННОГО МНЕНИЯ
Sokolova T., Шиняков Д. С., Тавровская М. А., В кн. : Секуляризация в контексте религиозных изменений современного общества. Ч. 2. Кн. 4. Вып. 4.: Экон-Информ, 2018. С. 194-201.
The article deals with the problem how have communication practices of Russian Orthodox Church transformed in new conditions through its institutional basis transformation and Russian Orthodox Image perception among Russians. The present paper also deals with the problem of analyzing Patriarch of Moscow and all Rus' online practices used in his official social networks accounts ...
Added: October 26, 2018
Makarov I., Gerasimova O., Sulimov P. et al., PeerJ Computer Science 2019 P. 1-20
We present a study on co-authorship network representation based on network embedding together with additional information on topic modeling of research papers and new edge embedding operator. We use the link prediction (LP) model for constructing a recommender system for searching collaborators with similar research interests. Extracting topics for each paper, we construct keywords co-occurrence ...
Added: January 21, 2019
Гусейнов Г.Ч., В кн. : Русский язык и новые технологии. : М. : Новое литературное обозрение, 2014. Гл. 14. С. 227-238.
Выражение «неполная коммуникация» представляет собой плеоназм: никакое общение не может обеспечить полной тождественности отправленного и принятого сообщения. И все же участники общения стремятся по мере сил избегать естественных разночтений, переспрашивать друг друга, публиковать соответствующие словари в поисках общезначимых единиц обмена, расширять каналы передачи сообщений и т.п. На первый взгляд, виртуальное пространство создает условия для максимальной ...
Added: February 3, 2014
Kolomeychenko M. I., Chepovskiy A.A., Chepovskiy A.M., Journal of Mathematical Sciences 2015 Vol. 211 No. 3 P. 310-318
In this paper we propose an algorithm for finding subgraphs with adjusted properties of large social networks. The description of computational experi-ment which confirms the effectiveness of the proposed algorithm is given. ...
Added: October 24, 2015
Karyagin M., , in : Digital Transformation & Global Society: First International Conference, DTGS 2016, St. Petersburg, Russia, June 22-24, 2016, Revised Selected Papers. : Cham : Springer, 2016. Ch. 2. P. 14-21.
The paper presents the results of empirical research aimed at analyzing the effectiveness of the social media usage by administrations of Russian cities. We use both qualitative and quantitative methods to assess the content of municipalities’ SNS accounts, as well as ways of communication between public employees and citizens in the digital public policy sphere. ...
Added: December 7, 2016
Iarskaia-Smirnova E. R., Зайцев Д. В., Божок Н. С. et al., М. : ООО "Вариант", 2017
Представлены результаты комплексных, системных подходов к исследованию в рамках концептуального аппарата современной темпоральности категории социальной споченности и инклюзивной культуры. Актуальной пробематикой книги авторы анимаются на протяжение многих лет, в том числе в рамках гос-заказа и проектов, поддержанных РФФИ. Сплоченность демонстрируется как агрегированный показатеь устойчивости, национаьной беопасности в контексте неравенства и стремления к инстеграции, а социаьная ...
Added: January 27, 2019
Zinkina J. V., Korotayev A., Андреев А. И., Campus-Wide Information Systems 2013 Vol. 30 No. 5 P. 321-339
The purpose of this paper is to encourage discussions regarding the existing approaches to globalization measurement (taking mainly the form of indices and rankings) and their shortcomings in terms of applicability to developing Global Studies curricula. Another aim is to propose an outline for the globalization measurement methodology that would take a systemic approach to ...
Added: November 13, 2013
Сафонова М. А., Ab Imperio 2011 № 2 С. 261-299
В статье рассматриваются структурные условия, определяющие направление устойчивых потоков международной студенческой миграции. В существующей дискуссии уделяется внимание либо (1) экономическим факторам, влияющим на индивидуальное решение, принимаемое студентом или ее/его семьей, либо (2) факторам, задающим центростремительное движение студентов от периферии к ядру современной миросистемы. В данной статье к этим двум перспективам добавляется третья, институционально-историческая. Описываются элементы ...
Added: November 22, 2012
Pilgun M. A., Gradoselskaya G., Biosciences Biotechnology Research Asia 2015 Vol. 12 No. 3
*Реализация соц. сети Facebook запрещена на территории России по основаниям осуществления экстремистской деятельности.
This article presents the results of studies of the communicative interaction of actors in the political sphere in the Russian segment of Facebook. Posts of politically active groups (N 200) and individual actors (N 291) served as an empirical base, which was updated ...
Added: February 3, 2016
Evmenova E., Gromov D., , in : Networks in the Global World V: Proceedings of NetGloW 2020. Lecture Notes in Networks and Systems. Vol. 181.: Springer, 2021. P. 120-132.
Signed networks form a particular class of complex networks that has many applications in sociology, recommender and voting systems. The contribution of this paper is twofold. First, we propose an approach aimed at determining the characteristic subgraphs of the network. Second, we apply the developed approach to the analysis of the network describing the Wikipedia ...
Added: March 1, 2021
Springer, 2021
Added: September 22, 2020
Gerasimova O., Makarov I., , in : Advances in Computational Intelligence. IWANN 2019. : Berlin : Springer, 2019. P. 667-677.
In this paper, we study the problem of predicting quantity of collaborations in co-authorship network. We formulated our task in terms of link prediction problem on weighted co-authorship network, formed by authors writing papers in co-authorship represented by edges between authors in the network. Our task is formulated as regression for edge weights, for which ...
Added: July 29, 2019
Sergey Smetanin, Mathematics 2022 Vol. 10 No. 16 Article 2947
Policymakers and researchers worldwide are interested in measuring the subjective well-being (SWB) of populations. In recent years, new approaches to measuring SWB have begun to appear, using digital traces as the main source of information, and show potential to overcome the shortcomings of traditional survey-based methods. In this paper, we propose the formal model for ...
Added: August 15, 2022
Gabrielova E.V., , in : Morality and ethics in an innovative society: business, politics, media. : M. : Academia - APK & PPRO, 2013. P. 25-39.
The article investigates the problem of ethics in the media. On the one hand, social networking affects business ethics and employees behavior at work. On the other hand, the idea of ethic finds its reflection in the layout of most web-site, created for different purposes, even during elections. Much attention is given in the United ...
Added: November 15, 2013
Dmitriev A., Dmitriev V., Balybin S., Complexity 2019 Vol. 2019 No. Article ID 8750643 P. 1-16
Recently, there has been an increasing number of empirical evidence supporting the hypothesis that spread of avalanches of microposts on social networks, such as Twitter, is associated with some sociopolitical events. Typical examples of such events are political elections and protest movements. Inspired by this phenomenon, we built a phenomenological model that describes Twitter’s self-organization ...
Added: January 22, 2020
Matkin N. A., Хацклевич А. Н., Вектор экономики 2020 № 5
In Russia, the share of the population existing in social networks is growing. Business and marketing. The article makes available the influence of social networks on modern marketing and analyzes a new way to promote online communities - gamification. Based on the SDT theory, an interpretation of gamification in marketing is given. The authors analyze ...
Added: November 7, 2021
Anna Averchenkova, Alina Akhmetzyanova, Sudarikov K. et al., , in : Network Algorithms, Data Mining, and Applications. Springer Proceedings in Mathematics & Statistics. : Springer, 2020. P. 101-119.
Nowadays, a lot of scientists’ works aim to improve the quality of people’s life but it could be quite complicated without building a successful collaboration. Productive partnerships can increase research efficiency in many cases and make a huge impact on society. However, today there is no clear way to find such collaborators. In this paper, ...
Added: February 27, 2020
Springer, 2019
The problems of analysis and prediction in social networks are
interpreted for the domain of marketing (other applications are also possible).
Algorithms of determination of the strong subgroups and satellites for a network
are implemented using the programming language R and tested on model
examples. An original algorithm of calculation of the final opinions is proposed,
implemented in R and ...
Added: September 29, 2019