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Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers
Vol. 542: Series: Communications in Computer and Information Science.
Switzerland :
Springer, 2015.
Under the general editorship: Khachay M. Y., Konstantinova N., Panchenko A., Ignatov D. I., Labunets undefined. V.
This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015. The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning; social network analysis; text mining and natural language processing.
Lyashevskaya O., Kashkin E., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. Ch. 34. P. 337-348.
Russian FrameBank is a bank of annotated samples from the Russian National Corpus which documents the use of lexical constructions (e.g. argument constructions of verbs and nouns). FrameBank belongs to FrameNet-oriented resources, but unlike Berkeley FrameNet it focuses more on the morphosyntactic and semantic features of individual lexemes rather than the generalized frames, following the ...
Added: April 11, 2015
Dokuka S., Valeeva D., Yudkevich M. M., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. P. 263-274.
The mechanisms of real-world social network formation and evolution are one of the most important topics in the field of network science. In this study we collect data about the development of the Vkontakte (a popular Russian social networking site) network of first-year students at a Russian university. We analyze the network formation process from ...
Added: October 12, 2015
Semenov A., Natekin A., Nikolenko S. I. et al., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. Ch. 3. P. 24-35.
In online social networks, high level features of user behavior such as character traits can be predicted with data from user profiles and their connections. Recent publications use data from online social networks to detect people with depression propensity and diagnosis. In this study, we investigate the capabilities of previously published methods and metrics applied ...
Added: October 28, 2015
Panchenko A., Babaev D., Obiedkov S., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. P. 275-285.
Added: October 30, 2015
Bartunov S., Ivanov O., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015.
We propose a probabilistic model for learning continuous vector representations of nodes in directed networks. These representations could be used as high quality features describing nodes in a graph and implicitly encoding global network structure. The usefulness of the representations is demonstrated on link prediction and graph visualization tasks. Using representations learned by our method ...
Added: November 5, 2015
Dubov M., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. P. 296-307.
We present an improved implementation of the Annotated suffix tree method for text analysis (abbreviated as the AST-method). Annotated suffix trees are an extension of the original suffix tree data structure, with nodes labeled by occurrence frequencies for corresponding substrings in the input text collection. They have a range of interesting applications in text analysis, ...
Added: November 18, 2015
Ignatov D. I., Sarwar S. M., Hasan M. et al., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015.
In this paper we show how several similarity measures can be combined for finding similarity between a pair of users for performing Collaborative Filtering in Recommender Systems. Through aggregation of several measures we find super similar and super dissimilar user pairs and assign a different similarity value for these types of pairs. We also introduce ...
Added: November 24, 2015
Savchenko A., Belova N. S., Milov V., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. Ch. 2. P. 14-23.
In this paper we explore an application of the pyramid HOG (Histograms of Oriented Gradients) features in image recognition problem with small samples. A sequential analysis is used to improve the performance of hierarchical methods. We propose to process the next, more detailed level of pyramid only if the decision at the current level is ...
Added: December 4, 2015
Bolshakova E. I., Efremova N. E., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. P. 285-295.
The paper describes a strategy that applies heuristics to combine sets of terminological words and words combination pre-extracted from a scientific text by several term recognition procedures. Each procedure is based on a collection of lexico-syntactic patterns representing specific linguistic information about terms within scientific texts. Our strategy is aimed to improve the quality of ...
Added: December 16, 2015
Bolshakova E. I., Efremova N. E., , in : Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Vol. 542: Series: Communications in Computer and Information Science.: Switzerland : Springer, 2015. P. 285-295.
The paper describes a strategy that applies heuristics to combine sets of terminological words and words combination pre-extracted from a scientific text by several term recognition procedures. Each procedure is based on a collection of lexico-syntactic patterns representing specific linguistic information about terms within scientific texts. Our strategy is aimed to improve the quality of ...
Added: September 5, 2017
Language:
English
Switzerland : Springer, 2017
This book constitutes the proceedings of the 5th International Conference on Analysis of Images, Social Networks and Texts, AIST 2016, held in Yekaterinburg, Russia, in April 2016. The 23 full papers, 7 short papers, and 3 industrial papers were carefully reviewed and selected from 142 submissions. The papers are organized in topical sections on machine ...
Added: October 19, 2016
Berlin : Springer, 2014
This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and ...
Added: November 13, 2014
Springer, 2020
Added: September 8, 2020
Semenov A., Natekin A., Nikolenko S. I. et al., Springer, 2015
In online social networks, high level features of user behavior such as character traits can be predicted with data from user profiles and their connections. Recent publications use data from online social networks to detect people with depression propensity and diagnosis. In this study, we investigate the capabilities of previously published methods and metrics applied to the Russian online social ...
Added: December 21, 2015
Bartunov S., Кондрашкин Д. А., Osokin A. et al., / Arxiv.org. Series arXiv:1502.07257 "Computation and language". 2015.
Recently proposed Skip-gram model is a powerful method for learning high-dimensional word representations that capture rich semantic relationships between words. However, Skip-gram as well as most prior work on learning word representations does not take into account word ambiguity and maintain only single representation per word. Although a number of Skip-gram modifications were proposed to ...
Added: November 5, 2015
Денис Турдаков, Астраханцев Н. А., Недумов Я. Р. et al., Труды Института системного программирования РАН 2014 Т. 26 С. 421-438
he paper presents a framework for fast text analytics developed during the Texterra project. Texterra is a technology for multilingual text mining based on novel text processing methods that exploit knowledge extracted from user-generated content. It delivers a fast scalable solution for text mining without the expensive customization. Depending on use-cases Texterra could be utilized ...
Added: November 6, 2017
Birkhauser/Springer, 2017
This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining ...
Added: September 18, 2017
Krylova D., Maksimenko A., Государственное управление. Электронный вестник 2021 № 84 С. 241-255
In this article, the authors, using the example of several foreign publications, analyze the trends in the use of artificial intelligence and machine learning in discernment of corruption. Based on the international review, the authors make the conclusion that the mechanisms for detecting corruption, based on the use of artificial intelligence, described in foreign sources, ...
Added: February 25, 2021
Switzerland : Springer, 2019
This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016.
The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life ...
Added: February 8, 2020
Ljubljana : Jozef Stefan Institute, 2013
Proceedings of the 16th International interdisciplinary scientific multiconference “Information Society”, considering topical technical and social problems of modern information society ...
Added: December 22, 2013
Springer, 2017
The book studies the existing and potential connections between Social Network Analysis (SNA) and Formal Concept Analysis (FCA) by showing how standard SNA techniques, usually based on graph theory, can be supplemented by FCA methods, which rely on lattice theory.
The book presents contributions to the following areas: acquisition of terminological knowledge from social networks, knowledge ...
Added: December 17, 2017
Shadrina E. V., Oshmarina O. E., Булычева П. А., Вестник Нижегородского университета им. Н.И. Лобачевского. Серия: Социальные науки 2016 № 2(42) С. 136-143
The article suggests the analysis of factors influencing academic success of the first year university students. Analysis was held with the help of statistics methods and methods of data mining. For the initial data the researcher takes information about students obtained by on-line system, which supports the educational process in HSE - LMS (Learning Management ...
Added: February 4, 2016
Emmanuel I. C., Mitrofanova E., / Cornell Tech. Series 4064475 "ArXiv Preprint". 2022.
The paper is devoted to the study of the model fairness and process fairness of the Russian demographic dataset by making predictions of divorce of the 1st marriage, religiosity, 1st employment and completion of education. Our goal was to make classifiers more equitable by reducing their reliance on sensitive features while increasing or at least ...
Added: May 31, 2022
Smetanin S., IEEE Access 2020 Vol. 8 P. 110693-110719
Sentiment analysis has become a powerful tool in processing and analysing expressed opinions on a large scale. While the application of sentiment analysis on English-language content has been widely examined, the applications on the Russian language remains not as well-studied. In this survey, we comprehensively reviewed the applications of sentiment analysis of Russian-language content and ...
Added: June 24, 2020
Korotayev A., Kuzminov Y., Народы Азии и Африки 1989 № 3 С. 67-77
Рассмотрены основные различия раннеклассовых и феодальных обществ. ...
Added: March 8, 2013
Poddiakov A., Integrative Psychological and Behavioral Science 2019 Vol. 53 No. 2 P. 199-206
In the commentary to Jens Mammen’s book A New Logical Foundation for Psychology (2017), three issues are discussed. The first one concerns possible interrelations of: (a) others’ irreplaceability and existential irretrievability rigorously proved by Mammen; and (b) morality and attitudes to the others. Lem’s criticism of Heidegger’s existential philosophy, which paradoxically ignores mass homicide, is ...
Added: November 27, 2018
Korotayev A., Халтурина Д. А., Малков А. С. et al., М. : ЛКИ, 2010
В книге обсуждаются общие закономерности эволюции Мир-Системы. Показано, что они могут описываться при помощи крайне простых математических моделей. Рассматривается соотношение между микроуровневым хаосом и высокодетерминированной динамикой на макроуровне. Анализируется соотношение между циклическими и поступательными процессами. Проанализированные данные и разработанные модели позволяют предложить ряд конкретных рекомендаций, например, выявить пути решения демографического кризиса в России. Книга представляет ...
Added: March 9, 2013
Pislyakov V., М. : НФПК, ИНФРА-М, 2014
В практикуме рассматривается ряд библиометрических индикаторов, связанных с цитируемостью научных публикаций: импакт-фактор (двухлетний, пятилетний, совокупный, средневзвешенный, относительный), средняя цитируемость статей организации/автора, средняя нормализованная цитируемость (с нормализацией по областям науки и по журналам), SNIP, SJR, Eigenfactor, индекс Хирша и др. Для каждого показателя дается определение и демонстрируется его расчет или поиск готового значения по базам данных ...
Added: March 16, 2015
Мальков Ю. А., Ponomarenko A., Plos One 2016 Vol. 11 No. 6 P. 1-14
Navigability, an ability to find a logarithmically short path between elements using only local information, is one of the most fascinating properties of real-life networks. However, the exact mechanism responsible for the formation of navigation properties remained unknown. We show that navigability can be achieved by using only two ingredients present in the majority of ...
Added: September 9, 2016
Springer, 2022
“Data Analytics and Management in Data Intensive Domains” conference (DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various domains of science and research promoting cooperation and exchange of ideas in the area of data analysis and management in data intensive domains. Approaches to data analysis and management being developed in specific data intensive domains of X-informatics (such as X = astro, bio, chemo, geo, medicine, neuro, physics, ...
Added: August 30, 2021
Дубровин Ю. Д., Этносоциум и межнациональная культура 2009 Т. 17 № 1
В настоящее время в связи с развитием информационных и коммуникационных технологий (ИКТ) изменяется структура и логика общественного развития, определяются новые схемы государственного управления, меняются социальные связи и социально-психологический облик человека. Наиболее ярко результаты современного прогресса в развитии ИКТ проявляются в сфере построения и использования информационного пространства сети Интернет. В сети Интернет собственники и владельцы ресурсов ...
Added: April 4, 2013
Lychkina N. N., Стратегии бизнеса 2013 № 2 С. 44-50
It discusses the paradigm of simulation: system dynamics, agent-based modeling, and composite mix of dynamic models in the enterprise, dynamic models of social development and other problems of modeling and analysis of the strategic development of the socio-economic systems ...
Added: June 1, 2014
Fomichov V. A., Fomichova O. S., Informatica 2012 Vol. 36 No. 2 P. 121-130
The paper grounds the necessity of much earlier socialization of children in the Internet age. The main goal is to make children (including teenagers) be aware of possible social consequences of their misuse of information and communication technologies, in particular, of the cell telephones and the Internet. An original method of early forming the cognitive ...
Added: November 20, 2012
Springer, 2021
This book constitutes the proceedings of the 19th Russian Conference on Artificial Intelligence, RCAI 2021, held in Moscow, Russia, in October 2021.
The 19 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 80 submissions. The conference deals with a wide range of topics, categorized into the following topical ...
Added: October 28, 2021