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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

  • 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
    3. AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic
      Mohamed El Marouani, Tarik Boudaa, Nourddine Enneya
      Pages 156-161
    4. A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences
      Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh, Sowmya Kamath Shevgoor
      Pages 162-169
    5. Word-Level Identification of Romanized Tunisian Dialect
      Chaima Aridhi, Hadhemi Achour, Emna Souissi, Jihene Younes
      Pages 170-175
    6. Named Entity Recognition in Turkish: Approaches and Issues
      Doğan Küçük, Nursal Arıcı, Dilek Küçük
      Pages 176-181

  5. Natural Language Processing Applications

    1. Front Matter
      Pages 183-183
      PDF
    2. Simplified Text-to-Pictograph Translation for People with Intellectual Disabilities
      Leen Sevens, Vincent Vandeghinste, Ineke Schuurman, Frank Van Eynde
      Pages 185-196
    3. What You Use, Not What You Do: Automatic Classification of Recipes
      Hanna Kicherer, Marcel Dittrich, Lukas Grebe, Christian Scheible, Roman Klinger
      Pages 197-209
    4. Constructing Technical Knowledge Organizations from Document Structures
      Sebastian Furth, Joachim Baumeister
      Pages 210-213
    5. Applications of Natural Language Techniques in Solving SmartHome Use-Cases
      Parnab Kumar Chanda, Nitish Varshney, Ashok Subash
      Pages 214-217
    6. A Method for Querying Touristic Information Extracted from the Web
      Ermelinda Oro, Massimo Ruffolo
      Pages 218-221
    7. Towards Generating Object-Oriented Programs Automatically from Natural Language Texts for Solving Mathematical Word Problems
      Sourav Mandal, Sudip Kumar Naskar
      Pages 222-226
    8. Authorship Attribution System
      Oleksandr Marchenko, Anatoly Anisimov, Andrii Nykonenko, Tetiana Rossada, Egor Melnikov
      Pages 227-231

  6. Neural Language Models and Applications

    1. Front Matter
      Pages 233-233
      PDF
    2. Estimating Distributed Representations of Compound Words Using Recurrent Neural Networks
      Natthawut Kertkeidkachorn, Ryutaro Ichise
      Pages 235-246
    3. A Large-Scale CNN Ensemble for Medication Safety Analysis
      Liliya Akhtyamova, Andrey Ignatov, John Cardiff
      Pages 247-253
    4. A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets
      Mete Taşpınar, Murat Can Ganiz, Tankut Acarman
      Pages 254-259
    5. Challenges and Solutions with Alignment and Enrichment of Word Embedding Models
      Cem Şafak Şahin, Rajmonda S. Caceres, Brandon Oselio, William M. Campbell
      Pages 260-266
    6. Legalbot: A Deep Learning-Based Conversational Agent in the Legal Domain
      Adebayo Kolawole John, Luigi Di Caro, Livio Robaldo, Guido Boella
      Pages 267-273
    7. Using Word Embeddings for Computing Distances Between Texts and for Authorship Attribution
      Armin Hoenen
      Pages 274-277
    8. Combination of Neural Networks for Multi-label Document Classification
      Ladislav Lenc, Pavel Král
      Pages 278-282
    9. Supporting Business Process Modeling Using RNNs for Label Classification
      Philip Hake, Manuel Zapp, Peter Fettke, Peter Loos
      Pages 283-286
    10. A Convolutional Neural Network Based Sentiment Classification and the Convolutional Kernel Representation
      Shen Gao, Huaping Zhang, Kai Gao
      Pages 287-291
    11. Quotology - Reading Between the Lines of Quotations
      Dwijen Rudrapal, Amitava Das, B. Bhattacharya
      Pages 292-296

  7. Opinion Mining and Sentiment Analysis

    1. Front Matter
      Pages 297-297
      PDF
    2. Automatically Labelling Sentiment-Bearing Topics with Descriptive Sentence Labels
      Mohamad Hardyman Barawi, Chenghua Lin, Advaith Siddharthan
      Pages 299-312
    3. Does Optical Character Recognition and Caption Generation Improve Emotion Detection in Microblog Posts?
      Roman Klinger
      Pages 313-319
    4. Identifying Right-Wing Extremism in German Twitter Profiles: A Classification Approach
      Matthias Hartung, Roman Klinger, Franziska Schmidtke, Lars Vogel
      Pages 320-325
    5. An Approach for Defining the Author Reputation of Comments on Products
      Carlos A. de Sa, Roney L. de S. Santos, Raimundo S. Moura
      Pages 326-331
    6. Quality of Word Embeddings on Sentiment Analysis Tasks
      Erion Çano, Maurizio Morisio
      Pages 332-338

  8. Question Answering Systems and Applications

    1. Front Matter
      Pages 339-339
      PDF

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
  • Buy this book on publisher's site
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