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Artificial Intelligence and Natural Language

6th Conference, AINL 2017, St. Petersburg, Russia, September 20–23, 2017, Revised Selected Papers

  • Andrey Filchenkov
  • Lidia Pivovarova
  • Jan Žižka

Part of the Communications in Computer and Information Science book series (CCIS, volume 789)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Social Interaction Analysis

    1. Front Matter
      Pages 1-1
    2. Polina Panicheva, Aliia Mirzagitova, Yanina Ledovaya
      Pages 3-15
    3. Arseny Moskvichev, Marina Dubova, Sergey Menshov, Andrey Filchenkov
      Pages 16-26
    4. Octavia Efraim, Vladislav Maraev, João Rodrigues
      Pages 27-41
  3. Speech Processing

    1. Front Matter
      Pages 43-43
    2. Aleksei Pugachev, Oleg Akhtiamov, Alexey Karpov, Wolfgang Minker
      Pages 45-53
    3. Nikita Markovnikov, Irina Kipyatkova, Alexey Karpov, Andrey Filchenkov
      Pages 54-67
  4. Information Extraction

    1. Front Matter
      Pages 75-75
    2. The Anh Le, Mikhail Y. Arkhipov, Mikhail S. Burtsev
      Pages 91-103
  5. Web-Scale Data Processing

    1. Front Matter
      Pages 105-105
    2. Eduard S. Klyshinsky, Natalia Y. Lukashevich
      Pages 121-127
  6. Computation Morphology and Word Embeddings

    1. Front Matter
      Pages 129-129
    2. Evgeny Kotelnikov, Elena Razova, Irina Fishcheva
      Pages 131-142
    3. Ruslan Galinsky, Tatiana Kovalenko, Julia Yakovleva, Andrey Filchenkov
      Pages 143-155

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 6th Conference on Artificial Intelligence and Natural Language, AINL 2017, held in St. Petersburg, Russia, in September 2017.

The 13 revised full papers, 4 revised short papers papers were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections on social interaction analysis, speech processing, information extraction, Web-scale data processing, computation morphology and word embedding, machine learning. The volume also contains 6 papers participating in the Russian paraphrase detection shared task.

Keywords

artificial intelligence classification clustering computational linguistics data mining image reconstruction information retrieval language machine learning Natural Language Processing (NLP) neural networks ontologies Russian language semantics signal processing social networks speech recognition Support Vector Machines (SVM) text mining text processing

Editors and affiliations

  • Andrey Filchenkov
    • 1
  • Lidia Pivovarova
    • 2
  • Jan Žižka
    • 3
  1. 1.ITMO UniversitySt. PetersburgRussia
  2. 2.University of HelsinkiHelsinkiFinland
  3. 3.Mendel University BrnoCzech Republic

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-71746-3
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-71745-6
  • Online ISBN 978-3-319-71746-3
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site