Computational collective intelligence : 11th international conference, ICCCI 2019, Hendaye, France, September 4-6, 2019 : proceedings. Part II

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. Front Matter ....Pages i-xxxii Front Matter ....Pages 1-1 An Empirical Analysis of Moroccan Dialectal User-Generated Text (Ridouane Tachicart, Karim Bouzoubaa)....Pages 3-12 Query Error Correction Algorithm Based on Fusion Sequence to Sequence Model (Jianyong Duan, Tianxiao Ji, Mingli Wu, Hao Wang)....Pages 13-25 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 Frequent Itemsets as Descriptors of Textual Records (Ayoub Bokhabrine, Ismaïl Biskri, Nadia Ghazzali)....Pages 35-45 Contribution to a New Approach to Analyzing Arabic Words (Khaireddine Bacha)....Pages 46-57 Named Entity Extraction from Semi-structured Data Using Machine Learning Algorithms (Madina Mansurova, Vladimir Barakhnin, Yerzhan Khibatkhanuly, Ilya Pastushkov)....Pages 58-69 Problems of Semantics of Words of the Kazakh Language in the Information Retrieval (Rakhimova Diana, Shormakova Assem)....Pages 70-81 Front Matter ....Pages 83-83 Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors (Kennedy Chengeta, Serestina Viriri)....Pages 85-96 Violent Vocabulary Extraction Methodology: Application to the Radicalism Detection on Social Media (Amal Rekik, Salma Jamoussi, Abdelmajid Ben Hamadou)....Pages 97-109 Tuser2: A New Method for Twitter and Youtube Matching Profiles (Atika Mbarek, Salma Jamoussi, Abdelmajid Ben Hamadou)....Pages 110-121 Classification of the Symbolic Financial Data on the Forex Market (Jan Kozak, Przemysław Juszczuk, Krzysztof Kania)....Pages 122-132 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 Discovery of Leaders and Cliques in the Organization Based on Social Network Analysis (Barbara Probierz)....Pages 145-154 MapReduce-Based Convolutional Neural Network for Text Categorization (Eman Ferjani, Adel Hidri, Minyar Sassi Hidri, Ali Frihida)....Pages 155-166 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 Front Matter ....Pages 179-179 BDI Model of Connected and Autonomous Vehicles (Inga Rüb, Barbara Dunin-Kȩplicz)....Pages 181-195 Soft Real-Time Systems for Low-Cost Unmanned Ground Vehicle (Adam Ziebinski, Rafal Cupek, Marek Drewniak, Bartlomiej Wolny)....Pages 196-206 The Cycle Time Determination for a Soft Real-Time System (Adam Ziebinski, Rafal Cupek, Damian Grzechca)....Pages 207-217 An OPC UA Machine Learning Server for Automated Guided Vehicle (Rafal Cupek, Łukasz Gólczyński, Adam Ziebinski)....Pages 218-228 Monitoring of Chronic Arthritis Patients with Wearables - A Report from the Concept Phase (Paweł Mielnik, Krzysztof Tokarz, Dariusz Mrozek, Piotr Czekalski, Marcin Fojcik, Anja Myhre Hjelle et al.)....Pages 229-238 Quality of Service in Real-Time OPC UA Applications (Marcin Fojcik, Rafal Cupek, Adam Ziebinski, Olav Sande, Martyna Katarzyna Fojcik)....Pages 239-248 Some Solutions for Improving OPC UA Performance (Marcin Fojcik, Olav Sande, Martyna Katarzyna Fojcik, Are Sjåstad Bødal, Tor Erik Haavik, Kristoffer Hjartholm Kalstad et al.)....Pages 249-258 Front Matter ....Pages 259-259 Clustering Algorithms for Query Expansion Based Information Retrieval (Ilyes Khennak, Habiba Drias, Amine Kechid, Hadjer Moulai)....Pages 261-272 A Software Prototype for Multidimensional Design of Data Warehouses Using Ontologies (Manel Zekri, Sadok Ben Yahia, Inès Hilali-Jaghdam)....Pages 273-284 Exploratory Analysis of Collective Intelligence Projects Developed Within the EU-Horizon 2020 Framework (Shweta Suran, Vishwajeet Pattanaik, Sadok Ben Yahia, Dirk Draheim)....Pages 285-296 Framework for Self-adaptation and Decision-Making of Smart Objects (Adil Chekati, Meriem Riahi, Faouzi Moussa)....Pages 297-308 Adjusting Population Size of Ant Colony System Using Fuzzy Logic Controller (Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi)....Pages 309-320 Multi-swarm BSO Algorithm with Local Search for Community Detection Problem in Complex Environment (Youcef Belkhiri, Nadjet Kamel, Habiba Drias)....Pages 321-332 Front Matter ....Pages 333-333 The Identification and Creation of Ontologies for the Use in Law Enforcement AI Solutions – MAGNETO Platform Use Case (Rafal Kozik, Michal Choras, Marek Pawlicki, Witold Hołubowicz, Dirk Pallmer, Wilmuth Mueller et al.)....Pages 335-345 Route Ontology in Value Recognition of Self-tour Planning Application (Daria Hołodnik, Kazimierz Perechuda)....Pages 346-356 The Extended Authentication Process in the Environment of the Laboratory Information and Management System (Pavel Blazek, Ondrej Krejcar)....Pages 357-368 Effect of Implementation of the 5S Practices on Working Conditions and Health of Employees (Anna Cierniak-Emerych, Robert Golej)....Pages 369-382 Advanced Data Analysis in Multi-site Enterprises. Basic Problems and Challenges Related to the IT Infrastructure (Helena Dudycz, Paweł Stefaniak, Paweł Pyda)....Pages 383-393 Data Sources for Environmental Life Cycle Costing in Network Organizations (Michał Śnierzyński, Marcin Hernes, Andrzej Bytniewski, Małgorzata Krzywonos, Jadwiga Sobieska-Karpińska)....Pages 394-405 Artificial Intelligence in Cybersecurity: The Use of AI Along the Cyber Kill Chain (Iwona Chomiak-Orsa, Artur Rot, Bartosz Blaicke)....Pages 406-416 Ontology-Based Representation of Crisis Response Situations (Walid Bannour, Ahmed Maalel, Henda Hajjami Ben Ghezala)....Pages 417-427 Software Quality Improvement by Application of a Component-Based Software Meta-Architecture (Tomasz Skalniak, Artur Rot, Wieslawa Gryncewicz)....Pages 428-439 Front Matter ....Pages 441-441 Real-Time Learning of Power Consumption in Dynamic and Noisy Ambient Environments (Fabrice Crasnier, Jean-Pierre Georgé, Marie-Pierre Gleizes)....Pages 443-454 Quaternion Entropy to Analysis of Downhill Skiing Data - Preliminary Study (Agnieszka Szczęsna, Mateusz Janiak)....Pages 455-463 Modelling of Vehicles Movements for the Design of Parking Spaces (Miroslava Mikusova, Jamshid Abdunazarov)....Pages 464-475 The Importance of Rehabilitation for Disabled Citizens in SMART Cities (Libuše Svobodová)....Pages 476-487 Cybersecurity Analysis of IoT Networks (Josef Horalek, Vladimir Sobeslav)....Pages 488-499 Using Wavelet Transformation for Prediction CO2 in Smart Home Care Within IoT for Monitor Activities of Daily Living (Jan Vanus, Alice Krestanova, Jan Kubicek, Ojan Gorjani, Marek Penhaker, David Oczka)....Pages 500-509 Integration of Simulation Techniques: System Dynamics and Intelligent Agents Applied to a Case Study (Miroslava Mikusova, Mauro Callejas-Cuervo, Helver A. Valero-Bustos, Andrea C. Alarcón-Aldana)....Pages 510-517 SMART Cities and Applications Used for Communication with Citizens as Part of Sustainable Development: The Czech Local Scene (Libuše Svobodová, Dorota Bednarska-Olejniczak)....Pages 518-529 Front Matter ....Pages 531-531 Ontology-Based Conceptualisation of Text Mining Practice Areas for Education (Martina Husáková)....Pages 533-542 Use of Graph Theory for the Representation of Scientific Collaboration (Jared D. T. Guerrero-Sosa, Victor Menendez-Domínguez, María-Enriqueta Castellanos-Bolaños, Luis F. Curi-Quintal)....Pages 543-554 Learning Ecosystem Ontology with Knowledge Management as a Service (Ana Muñoz García, Myriam Lamolle, Rodrigo Martinez-Béjar, Albert Espinal Santana)....Pages 555-567 Modeling a Knowledge-Based System for Cyber-physical Systems: Applications in the Context of Learning Analytics (Mamadou Lamine Gueye)....Pages 568-580 Internet of Everything and Educational Cyber Physical Systems for University 4.0 (Samia Bachir, Angel Abenia)....Pages 581-591 Design of a Web System of Learning Evaluation of Students with Visual Disability by Voice Recognition (Carmen Cerón, Etelvina Archundia, Jorge Fernández, Carlos Flores)....Pages 592-602 Education + Industry 4.0: Developing a Web Platform for the Management and Inference of Information Based on Machine Learning for a Hydrogen Production Biorefinery (Luis A. Rodríguez, Christian J. Vadillo, Jorge R. Gómez, Ixbalank Torres)....Pages 603-613 Front Matter ....Pages 615-615 Application of an Intelligent Request Distribution Broker in Two-Layer Cloud-Based Web System (Krzysztof Zatwarnicki, Anna Zatwarnicka)....Pages 617-628 Real Time Region of Interest Determination and Implementation with Integral Image (Frédéric Amiel, Barry Boubacar, Anand Krishnamoorthy, Maria Trocan, Marc Swynghedauw)....Pages 629-638 Automatic Detection of Play and Break Segments in Basketball Videos Based on the Analysis of the Slope of the Basketball Court Boundary (Kazimierz Choroś, Kamil Paruszkiewicz)....Pages 639-648 Public Cloud Kubernetes Storage Performance Analysis (Lubos Mercl, Jakub Pavlik)....Pages 649-660 Front Matter ....Pages 661-661 Exploring Non-Human Traffic in Online Digital Advertisements: Analysis and Prediction (Sawsan Almahmoud, Bassam Hammo, Bashar Al-Shboul)....Pages 663-675 Applying Supervised Machine Learning to Predict Virtual Machine Runtime for a Non-hyperscale Cloud Provider (Loïc Perennou, Raja Chiky)....Pages 676-687 A Distributed Pollution Monitoring System: The Application of Blockchain to Air Quality Monitoring (Cameron Thouati de Tazoult, Raja Chiky, Valentin Foltescu)....Pages 688-697 Back Matter ....Pages 699-702 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 204 submissions. The papers are grouped in topical sections on: knowledge engineering and semantic web; social networks and recommender systems; text processing and information retrieval; data mining methods and applications; computer vision techniques; decision support and control systems; cooperative strategies for decision making and optimization; intelligent modeling and simulation approaches for real world systems; and innovations in intelligent systems