Analysis of Images, Social Networks and Texts

1. Front Matter

   Pages I-XV

   PDF

2. Invited Papers and Tutorials

   1. Front Matter

      Pages 1-1

      PDF

   2. Characterization of Database Dependencies with FCA and Pattern Structures

      • Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli

      Pages 3-14

   3. Review of Relation Extraction Methods: What Is New Out There?

      • Natalia Konstantinova

      Pages 15-28

   4. Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization

      • Konstantin Vorontsov, Anna Potapenko

      Pages 29-46

   5. The View on Open Data and Data Journalism: Cases, Educational Resources and Current Trends

      • Irina Radchenko, Anna Sakoyan

      Pages 47-54

3. Regular Papers

   1. Front Matter

      Pages 55-55

      PDF

   2. A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment

      • Vladimir O. Chernousov, Andrey V. Savchenko

      Pages 57-65

   3. Editing and Representation of Ancient Russian Semiographic Chants on the Web

      • Andrey Philippovich, Marina Danshina, Irina Golubeva

      Pages 66-77

   4. Detection of Domain-Specific Trends in Text Collections

      • Ilnur Gadelshin, Anna Antonova, Dmitry Ilvovsky

      Pages 78-84

   5. A Study of Formal and Informal Relations of Russian-Speaking Facebook Users

      • Dmitry Gubanov

      Pages 85-90

   6. Single-Sentence Readability Prediction in Russian

      • Nikolay Karpov, Julia Baranova, Fedor Vitugin

      Pages 91-100

   7. Matchings and Decision Trees for Determining Optimal Therapy

      • Natalia Korepanova, Sergei O. Kuznetsov, Alexander I. Karachunskiy

      Pages 101-110

   8. Indicators of Connectivity for Urban Scientific Communities in Russian Cities

      • Fedor Krasnov, Rostislav E. Yavorskiy, Evgeniya Vlasova

      Pages 111-120

   9. A Gradient Method for Generating Facial Barcodes

      • Georgy Kukharev, Yuri Matveev, Nadezhda Shchegoleva

      Pages 121-127

   10. Fingerprint Identification Algorithm Based on Delaunay Triangulation and Cylinder Codes

       • Alexander Dremin, Mikhail Yu. Khachay, Anton Leshko

       Pages 128-139

   11. Automatic Generation of Text-Based Open Cloze Exercises

       • Alexey Malafeev

       Pages 140-151

   12. Alternative Ways for Loss-Given-Default Estimation in Retail Banking

       • Alexey Masyutin

       Pages 152-162

   13. Conceptual Maps: Construction Over a Text Collection and Analysis

       • Egor N. Morenko, Ekaterina L. Chernyak, Boris G. Mirkin

       Pages 163-168

   14. Detecting Gender by Full Name: Experiments with the Russian Language

       • Alexander Panchenko, Andrey Teterin

       Pages 169-182

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.          

• NLP
• artificial intelligence
• collaborative computing
• data analysis
• data mining
• human-centered computing
• image processing
• information retrieval
• machine learning
• recommendation systems
• social computing
• text processing

• National Research University Higher School of Economics, Moscow, Russia

  Dmitry I. Ignatov

• Krasovsky Inst. of Math. and Mechanics, Yekaterinburg, Russia

  Mikhail Yu. Khachay

• Université catholique de Louvain, Moscow, Russia

  Alexander Panchenko

• University of Wolverhampton, Wolverhampton, United Kingdom

  Natalia Konstantinova

• National Research University, Moscow, Russia

  Rostislav E. Yavorsky

Policies and ethics