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E-grāmata: Analysis of Images, Social Networks and Texts: Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers

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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 tutorials. The papers deal with topics such as analysis of images and videos; natural language processing and computational linguistics; social network analysis; machine learning and data mining; recommender systems and collaborative technologies; semantic web, ontologies and their applications; analysis of socio-economic data.

Analysis of images and videos.- Natural language processing and computational linguistics.- Social network analysis.- Machine learning and data mining.- Recommender systems and collaborative technologies.- Semantic web, ontologies and their applications.- Analysis of socio-economic data.
Invited Papers and Tutorials
Characterization of Database Dependencies with FCA and Pattern Structures
3(12)
Jaume Baixeries
Mehdi Kaytoue
Amedeo Napoli
Review of Relation Extraction Methods: What Is New Out There?
15(14)
Natalia Konstantinova
Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization
29(18)
Konstantin Vorontsov
Anna Potapenko
The View on Open Data and Data Journalism: Cases, Educational Resources and Current Trends
47(10)
Irina Radchenko
Anna Sakoyan
Regular Papers
A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment
57(9)
Vladimir O. Chernousov
Andrey V. Savchenko
Editing and Representation of Ancient Russian Semiographic Chants on the Web
66(12)
Andrey Philippovich
Marina Danshina
Irina Golubeva
Detection of Domain-Specific Trends in Text Collections
78(7)
Ilnur Gadelshin
Anna Antonova
Dmitry Ilvovsky
A Study of Formal and Informal Relations of Russian-Speaking Facebook Users
85(6)
Dmitry Gubanov
Single-Sentence Readability Prediction in Russian
91(10)
Nikolay Karpov
Julia Baranova
Fedor Vitugin
Matchings and Decision Trees for Determining Optimal Therapy
101(10)
Natalia Korepanova
Sergei O. Kuznetsov
Alexander I. Karachunskiy
Indicators of Connectivity for Urban Scientific Communities in Russian Cities
111(10)
Fedor Krasnov
Rostislav E. Yavorskiy
Evgeniya Vlasova
A Gradient Method for Generating Facial Barcodes
121(7)
Georgy Kukharev
Yuri Matveev
Nadezhda Shchegoleva
Fingerprint Identification Algorithm Based on Delaunay Triangulation and Cylinder Codes
128(12)
Alexander Dremin
Mikhail Yu. Khachay
Anton Leshko
Automatic Generation of Text-Based Open Cloze Exercises
140(12)
Alexey Malafeev
Alternative Ways for Loss-Given-Default Estimation in Retail Banking
152(11)
Alexey Masyutin
Conceptual Maps: Construction Over a Text Collection and Analysis
163(6)
Egor N. Morenko
Ekaterina L. Chernyak
Boris G. Mirkin
Detecting Gender by Full Name: Experiments with the Russian Language
169(14)
Alexander Panchenko
Andrey Teterin
Clustering Narrow-Domain Short Texts Using K-Means, Linguistic Patterns and LSI
183(7)
Svetlana Popova
Vera Danilova
Artem Egorov
Analysis of Twitter Users' Mood for Prediction of Gold and Silver Prices in the Stock Market
190(8)
Alexander Porshnev
Ilya Redkin
Automatic Contrast Parameter Estimation in Anisotropic Diffusion for Image Restoration
198(9)
V.B. Surya Prasath
Radhakrishnan Delhibabu
Evaluation of the Delta TF-IDF Features for Sentiment Analysis
207(6)
Andrew B. Samoylov
Image Restoration Algorithm Based on Regularization and Adaptation
213(9)
Tatiana Serezhnikova
Cognitive Semiotic Model for Query Expansion in Question Answering
222(7)
Alexander Sirenko
Galina Cherkasova
Yuriy Philippovich
Yuriy Karaulov
Clause-Based Approach to Extracting Problem Phrases from User Reviews of Products
229(8)
Vladimir Ivanov
Elena Tutubalina
VKF-Method of Hypotheses Generation
237(12)
Dmitry V. Vinogradov
Neural Models for Recognition of Basic Units of Semiographic Chants
249(8)
Ekaterina Vylomova
Andrey Philippovich
Marina Danshina
Irina Golubeva
Yuriy Philippovich
Industry Papers
Enhancing Russian Wordnets Using the Force of the Crowd
257(8)
Dmitry Ustalov
Search Engine of Mentions of Russian Companies on the Internet
265(9)
Mikhail Khrushchev
Untangling the Semantic Web: Microdata Use in Russian Video Content Delivery Sites
274(7)
Andrey Kutuzov
Maxim Ionov
Author Index 281