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

  • Flavius Frasincar
  • Ashwin Ittoo
  • Le Minh Nguyen
  • Elisabeth Métais
Conference proceedings NLDB 2017

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

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10260)

Table of contents

  1. Front Matter
    Pages I-XXII
    PDF

  2. Feature Engineering

    1. Front Matter
      Pages 1-1
      PDF
    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
      PDF
    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
      PDF
    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

About these proceedings

Introduction

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.

Keywords

artificial intelligence classifiers computational linguistics data mining decision support systems information retrieval machine learning algorithms machine translations natural language processing neural networks ontology query processing retrieval models and ranking semantic information semantics social networking (online) support vector machines text processing Twitter World Wide Web

Editors and affiliations

  • Flavius Frasincar
    • 1
  • Ashwin Ittoo
    • 2
  • Le Minh Nguyen
    • 3
  • Elisabeth Métais
    • 4
  1. 1.Erasmus University RotterdamRotterdamThe Netherlands
  2. 2.University of Liège LiègeBelgium
  3. 3.Japan Advanced Institute of Science and TechnologyNomiJapan
  4. 4.Conservatoire National des Arts et MétiersParisFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59569-6
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59568-9
  • Online ISBN 978-3-319-59569-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book
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