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Natural Language Processing and Information Systems

22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Flavius Frasincar

    1. Erasmus University Rotterdam, Rotterdam, The Netherlands

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  2. Ashwin Ittoo

    1. University of Liège , Liège, Belgium

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  3. Le Minh Nguyen

    1. Japan Advanced Institute of Science and Technology, Nomi, Japan

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  4. Elisabeth Métais

    1. Conservatoire National des Arts et Métiers, Paris, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10260)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: NLDB 2017.

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About this book

This book constitutes the refereed proceedings of the 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, held in Liège, Belgium, in June 2017.

The 22 full papers, 19 short papers, and 16 poster papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in the following topical sections: feature engineering; information extraction; information extraction from resource-scarce languages; natural language processing applications; neural language models and applications; opinion mining and sentiment analysis; question answering systems and applications; semantics-based models and applications; and text summarization.


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Table of contents (57 papers)

  1. Front Matter

    Pages I-XXII
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  2. Feature Engineering

    1. Front Matter

      Pages 1-1
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    2. Fine-Grained Opinion Mining from Mobile App Reviews with Word Embedding Features

      • Mario Sänger, Ulf Leser, Roman Klinger
      Pages 3-14

    3. Feature Selection Using Multi-objective Optimization for Aspect Based Sentiment Analysis

      • Md Shad Akhtar, Sarah Kohail, Amit Kumar, Asif Ekbal, Chris Biemann
      Pages 15-27

    4. Feature Selection and Class-Weight Tuning Using Genetic Algorithm for Bio-molecular Event Extraction

      • Amit Majumder, Asif Ekbal, Sudip Kumar Naskar
      Pages 28-33

    5. Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR

      • Gondy Leroy, Yang Gu, Sydney Pettygrove, Margaret Kurzius-Spencer
      Pages 34-37

    6. Multi-objective Optimisation-Based Feature Selection for Multi-label Classification

      • Mohammed Arif Khan, Asif Ekbal, Eneldo Loza Mencía, Johannes Fürnkranz
      Pages 38-41

  3. Information Extraction

    1. Front Matter

      Pages 43-43
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    2. WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework

      • Michel Naim Gerguis, Cherif Salama, M. Watheq El-Kharashi
      Pages 45-57

    3. An Improved PLDA Model for Short Text

      • Chaotao Chen, Jiangtao Ren
      Pages 58-70

    4. Mining Incoherent Requirements in Technical Specifications

      • Patrick Saint-Dizier
      Pages 71-83

    5. Enriching Argumentative Texts with Implicit Knowledge

      • Maria Becker, Michael Staniek, Vivi Nastase, Anette Frank
      Pages 84-96

    6. Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering

      • Jean-Marc Davril, Tony Leclercq, Maxime Cordy, Patrick Heymans
      Pages 97-109

    7. Event Detection for Heterogeneous News Streams

      • Ida Mele, Fabio Crestani
      Pages 110-123

    8. Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions

      • Abir Gorrab, Ferihane Kboubi, Ali Jaffal, Bénédicte Le Grand, Henda Ben Ghezala
      Pages 124-130

    9. Extracting Causal Relations Among Complex Events in Natural Science Literature

      • Biswanath Barik, Erwin Marsi, Pinar Öztürk
      Pages 131-137

    10. Supporting Experts to Handle Tweet Collections About Significant Events

      • Ali Hürriyetoǧlu, Nelleke Oostdijk, Mustafa Erkan Başar, Antal van den Bosch
      Pages 138-141

    11. Named Entity Classification Based on Profiles: A Domain Independent Approach

      • Isabel Moreno, M. T. Romá-Ferri, Paloma Moreda
      Pages 142-146

  4. Information Extraction from Resource-Scarce Languages

    1. Front Matter

      Pages 147-147
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    2. Does the Strength of Sentiment Matter? A Regression Based Approach on Turkish Social Media

      • Ali Mert Ertugrul, Itir Onal, Cengiz Acarturk
      Pages 149-155
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Other volumes

  1. Natural Language Processing and Information Systems

Editors and Affiliations

  • Erasmus University Rotterdam, Rotterdam, The Netherlands

    Flavius Frasincar

  • University of Liège , Liège, Belgium

    Ashwin Ittoo

  • Japan Advanced Institute of Science and Technology, Nomi, Japan

    Le Minh Nguyen

  • Conservatoire National des Arts et Métiers, Paris, France

    Elisabeth Métais

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