Computational Collective Intelligence

1. Front Matter

   Pages i-xxxii

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2. Computational Collective Intelligence and Natural Language Processing

   1. Front Matter

      Pages 1-1

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   2. An Empirical Analysis of Moroccan Dialectal User-Generated Text

      • Ridouane Tachicart, Karim Bouzoubaa

      Pages 3-12

   3. Query Error Correction Algorithm Based on Fusion Sequence to Sequence Model

      • Jianyong Duan, Tianxiao Ji, Mingli Wu, Hao Wang

      Pages 13-25

   4. Automatic Text Summarization: A New Hybrid Model Based on Vector Space Modelling, Fuzzy Logic and Rhetorical Structure Analysis

      • Alaidine Ben Ayed, Ismaïl Biskri, Jean-Guy Meunier

      Pages 26-34

   5. Frequent Itemsets as Descriptors of Textual Records

      • Ayoub Bokhabrine, Ismaïl Biskri, Nadia Ghazzali

      Pages 35-45

   6. Contribution to a New Approach to Analyzing Arabic Words

      • Khaireddine Bacha

      Pages 46-57

   7. Named Entity Extraction from Semi-structured Data Using Machine Learning Algorithms

      • Madina Mansurova, Vladimir Barakhnin, Yerzhan Khibatkhanuly, Ilya Pastushkov

      Pages 58-69

   8. Problems of Semantics of Words of the Kazakh Language in the Information Retrieval

      • Rakhimova Diana, Shormakova Assem

      Pages 70-81

3. Machine Learning in Real-World Data

   1. Front Matter

      Pages 83-83

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   2. Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors

      • Kennedy Chengeta, Serestina Viriri

      Pages 85-96

   3. Violent Vocabulary Extraction Methodology: Application to the Radicalism Detection on Social Media

      • Amal Rekik, Salma Jamoussi, Abdelmajid Ben Hamadou

      Pages 97-109

   4. Tuser2: A New Method for Twitter and Youtube Matching Profiles

      • Atika Mbarek, Salma Jamoussi, Abdelmajid Ben Hamadou

      Pages 110-121

   5. Classification of the Symbolic Financial Data on the Forex Market

      • Jan Kozak, Przemysław Juszczuk, Krzysztof Kania

      Pages 122-132

   6. Deep Learning Models for Time Series Forecasting of Indoor Temperature and Energy Consumption in a Cold Room

      • Nédra Mellouli, Mahdjouba Akerma, Minh Hoang, Denis Leducq, Anthony Delahaye

      Pages 133-144

   7. Discovery of Leaders and Cliques in the Organization Based on Social Network Analysis

      • Barbara Probierz

      Pages 145-154

   8. MapReduce-Based Convolutional Neural Network for Text Categorization

      • Eman Ferjani, Adel Hidri, Minyar Sassi Hidri, Ali Frihida

      Pages 155-166

   9. Context-Based News Headlines Analysis Using Machine Learning Approach

      • Shadikur Rahman, Syeda Sumbul Hossain, Saiful Islam, Mazharul Islam Chowdhury, Fatama Binta Rafiq, Khalid Been Md. Badruzzaman

      Pages 167-178

4. Distributed Collective Intelligence for Smart Manufacturing

   1. Front Matter

      Pages 179-179

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   2. BDI Model of Connected and Autonomous Vehicles

      • Inga Rüb, Barbara Dunin-Kȩplicz

      Pages 181-195

This two-volume set (LNAI 11683 and LNAI 11684) constitutes the refereed proceedings of the 11th International Conference on Computational Collective Intelligence, ICCCI 2019, held in Hendaye France, in September 2019.
The 117 full papers presented were carefully reviewed and selected from 200 submissions. The papers are grouped in topical sections on: computational collective intelligence and natural language processing; machine learning in real-world data; distributed collective intelligence for smart manufacturing; collective intelligence for science and technology; intelligent management information systems; intelligent sustainable smart cities; new trends and challenges in education: the university 4.0; intelligent processing of multimedia in web systems; and big data streaming, applications and security.

• knowledge representation and reasoning
• multi-agent systems
• information retrieval
• recommender systems
• social networks
• data mining
• machine learning
• natural language processing
• control methods
• decision support systems
• sensor networks
• internet of things
• computer vision
• artificial intelligence
• semantics
• internet
• World Wide Web
• algorithm analysis and problem complexity

• Wrocław University of Science and Technology, Wrocław, Poland

  Ngoc Thanh Nguyen, Bogdan Trawiński

• University of Pau and Pays de l'Adour, Pau, France

  Richard Chbeir, Ernesto Exposito, Philippe Aniorté

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