Intelligent Information and Database Systems: 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I

Description

The two-volume set LNAI 10751 and 10752 constitutes the refereed proceedings of the 10th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2018, held in Dong Hoi City, Vietnam, in March 2018. The total of 133 full papers accepted for publication in these proceedings was carefully reviewed and selected from 423 submissions. They were organized in topical sections named: Knowledge Engineering and Semantic Web; Social Networks and Recommender Systems; Text Processing and Information Retrieval; Machine Learning and Data Mining; Decision Support and Control Systems; Computer Vision Techniques; Advanced Data Mining Techniques and Applications; Multiple Model Approach to Machine Learning; Sensor Networks and Internet of Things; Intelligent Information Systems; Data Structures Modeling for Knowledge Representation; Modeling, Storing, and Querying of Graph Data; Data Science and Computational Intelligence; Design Thinking Based R&D, Development Technique, and Project Based Learning; Intelligent and Contextual Systems; Intelligent Systems and Algorithms in Information Sciences; Intelligent Applications of Internet of Thing and Data Analysis Technologies; Intelligent Systems and Methods in Biomedicine; Intelligent Biomarkers of Neurodegenerative Processes in Brain; Analysis of Image, Video and Motion Data in Life Sciences; Computational Imaging and Vision; Computer Vision and Robotics; Intelligent Computer Vision Systems and Applications; Intelligent Systems for Optimization of Logistics and Industrial Applications. Front Matter ....Pages I-XLI Front Matter ....Pages 1-1 Solving Inconsistencies in Probabilistic Knowledge Bases via Inconsistency Measures (Van Tham Nguyen, Trong Hieu Tran)....Pages 3-14 The Assessing of Influence of Collective Intelligence on the Final Consensus Quality (Adrianna Kozierkiewicz, Van Du Nguyen, Marcin Pietranik)....Pages 15-24 Design Pattern Ranking Based on the Design Pattern Intent Ontology (Channa Bou, Nasith Laosen, Ekawit Nantajeewarawat)....Pages 25-35 Solving Query-Answering Problems with Constraints for Function Variables (Kiyoshi Akama, Ekawit Nantajeewarawat)....Pages 36-47 Heuristic Algorithms for 2-Optimality Consensus Determination (Adrianna Kozierkiewicz, Mateusz Sitarczyk)....Pages 48-58 A Memory-Efficient Algorithm with Level-Order Unary Degree Sequence for Forward Reasoning Engines (Hiromu Hiidome, Yuichi Goto, Jingde Cheng)....Pages 59-70 Methodical Aspects of Knowledge Management in a Contemporary Company (Maciej Malara, Zbigniew Malara)....Pages 71-81 Front Matter ....Pages 83-83 Fairness in Culturally Dependent Waiting Behavior: Cultural Influences on Social Communication in Simulated Crowds (Sutasinee Thovuttikul, Yoshimasa Ohmoto, Toyoaki Nishida)....Pages 85-95 Differential Information Diffusion Model in Social Network (Hong T. Tu, Khu P. Nguyen)....Pages 96-106 Targeted Misinformation Blocking on Online Social Networks (Canh V. Pham, Quat V. Phu, Huan X. Hoang)....Pages 107-116 Conversation Strategy of a Chatbot for Interactive Recommendations (Yuichiro Ikemoto, Varit Asawavetvutt, Kazuhiro Kuwabara, Hung-Hsuan Huang)....Pages 117-126 Competitive Information Diffusion Model in Social Network with Negative Information Propagation (Hong T. Tu, Khu P. Nguyen)....Pages 127-136 Using Differential Evolution with a Simple Hybrid Feature for Personalized Recommendation (Michał Bałchanowski, Urszula Boryczka, Kamil Dworak)....Pages 137-146 Front Matter ....Pages 147-147 Aspect-Based Sentiment Analysis of Vietnamese Texts with Deep Learning (Long Mai, Bac Le)....Pages 149-158 Practice of Word Sense Disambiguation (Andrzej Siemiński)....Pages 159-169 Most Frequent Errors in Digitization of Polish Ancient Manuscripts (Kazimierz Choroś, Joanna Jarosz)....Pages 170-179 Using the Reddit Corpus for Cyberbully Detection (Tazeek Bin Abdur Rakib, Lay-Ki Soon)....Pages 180-189 A Positive-Unlabeled Learning Model for Extending a Vietnamese Petroleum Dictionary Based on Vietnamese Wikipedia Data (Ngoc-Trinh Vu, Quoc-Dat Nguyen, Tien-Dat Nguyen, Manh-Cuong Nguyen, Van-Vuong Vu, Quang-Thuy Ha)....Pages 190-199 A New Lifelong Topic Modeling Method and Its Application to Vietnamese Text Multi-label Classification (Quang-Thuy Ha, Thi-Ngan Pham, Van-Quang Nguyen, Thi-Cham Nguyen, Thi-Hong Vuong, Minh-Tuoi Tran et al.)....Pages 200-210 An English-Vietnamese Translation System Using Artificial Intelligence Approach (Nguyen Van Binh, Huynh Cong Phap)....Pages 211-220 Front Matter ....Pages 221-221 Classification of Bird Sounds Using Codebook Features (Alfonso B. Labao, Mark A. Clutario, Prospero C. Naval Jr.)....Pages 223-233 A Degenerate Agglomerative Hierarchical Clustering Algorithm for Community Detection (Antonio Maria Fiscarelli, Aleksandr Beliakov, Stanislav Konchenko, Pascal Bouvry)....Pages 234-242 Multiple Function Approximation - A New Approach Using Complex Fuzzy Inference System (Chia-Hao Tu, Chunshien Li)....Pages 243-254 Decision Tree Using Local Support Vector Regression for Large Datasets (Minh-Thu Tran-Nguyen, Le-Diem Bui, Yong-Gi Kim, Thanh-Nghi Do)....Pages 255-265 LR-SDiscr: An Efficient Algorithm for Supervised Discretization (Habiba Drias, Hadjer Moulai, Nourelhouda Rehkab)....Pages 266-275 Path Histogram Distance for Rooted Labeled Caterpillars (Taiga Kawaguchi, Takuya Yoshino, Kouichi Hirata)....Pages 276-286 Deep 3D Convolutional Neural Network Architectures for Alzheimer’s Disease Diagnosis (Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada)....Pages 287-296 Kernel and Acquisition Function Setup for Bayesian Optimization of Gradient Boosting Hyperparameters (Andrzej Szwabe)....Pages 297-306 Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining (Ngoc Anh Thi Nguyen, Trung Hung Vo, Sun-Hee Kim, Tran Quoc Vinh Nguyen, A-Ran Oh, Hyung-Jeong Yang)....Pages 307-317 Analysis on Hybrid Dominance-Based Rough Set Parameterization Using Private Financial Initiative Unitary Charges Data (Masurah Mohamad, Ali Selamat)....Pages 318-328 Front Matter ....Pages 329-329 Smart Lighting Control Architecture and Benefits (Igor Wojnicki, Sebastian Ernst)....Pages 331-340 The Adaptation of the Harmony Search Algorithm to the ATSP (Urszula Boryczka, Krzysztof Szwarc)....Pages 341-351 Algorithms for Solving the Vehicle Routing Problem with Drones (Daniel Schermer, Mahdi Moeini, Oliver Wendt)....Pages 352-361 A Local Search Heuristic for Solving the Maximum Dispersion Problem (Mahdi Moeini, David Goerzen, Oliver Wendt)....Pages 362-371 Using a Multi-agent System for Overcoming Flickering Effect in Distributed Large-Scale Customized Lighting Design (Adam Sędziwy, Leszek Kotulski)....Pages 372-381 The Optimal Control Problem with Fixed-End Trajectories for a Three-Sector Economic Model of a Cluster (Zainelkhriet Murzabekov, Marek Miłosz, Kamshat Tussupova)....Pages 382-391 Knowledge Representation of Cognitive Agents Processing the Economy Events (Marcin Hernes, Andrzej Bytniewski)....Pages 392-401 Collinearity Models in the Eigenvalue Problem (Leon Bobrowski)....Pages 402-409 The Shapley Value in Fuzzy Simple Cooperative Games (Barbara Gładysz, Jacek Mercik)....Pages 410-418 A Constraint-Based Framework for Scheduling Problems (Jarosław Wikarek, Paweł Sitek, Tadeusz Stefański)....Pages 419-430 Front Matter ....Pages 431-431 A Reliable Image-to-Video Person Re-identification Based on Feature Fusion (Thuy-Binh Nguyen, Thi-Lan Le, Dinh-Duc Nguyen, Dinh-Tan Pham)....Pages 433-442 Video Classification Technology in a Knowledge-Vision-Integration Platform for Personal Protective Equipment Detection: An Evaluation (Caterine Silva de Oliveira, Cesar Sanin, Edward Szczerbicki)....Pages 443-453 Feature-Based Image Compression (Pavel Morozkin, Marc Swynghedauw, Maria Trocan)....Pages 454-465 Scoring Photographic Rule of Thirds in a Large MIRFLICKR Dataset: A Showdown Between Machine Perception and Human Perception of Image Aesthetics (Adnan Firoze, Tousif Osman, Shahreen Shahjahan Psyche, Rashedur M. Rahman)....Pages 466-475 Towards Robust Evaluation of Super-Resolution Satellite Image Reconstruction (Michał Kawulok, Paweł Benecki, Jakub Nalepa, Daniel Kostrzewa, Łukasz Skonieczny)....Pages 476-486 Front Matter ....Pages 487-487 An Automated Deployment Scheme with Script-Based Development for Cloud Manufacturing Platforms (Jhang-Jhan Huang, Chao-Chun Chen, Zhong-Hui Lin, Mao-Yuan Pai, Gen-Ming Guo)....Pages 489-499 A Parking Occupancy Prediction Approach Based on Spatial and Temporal Analysis (Eric Hsueh-Chan Lu, Chen-Hao Liao)....Pages 500-509 An Approach for Diverse Group Stock Portfolio Optimization Using the Fuzzy Grouping Genetic Algorithm (Chun-Hao Chen, Bing-Yang Chiang, Tzung-Pei Hong, Ding-Chau Wang, Jerry Chun-Wei Lin)....Pages 510-518 A Novel Approach for Option Trading Based on Kelly Criterion (Mu-En Wu, Wei-Ho Chung)....Pages 519-527 Music Recommendation Based on Information of User Profiles, Music Genres and User Ratings (Ja-Hwung Su, Chu-Yu Chin, Hsiao-Chuan Yang, Vincent S. Tseng, Sun-Yuan Hsieh)....Pages 528-538 W-PathSim: Novel Approach of Weighted Similarity Measure in Content-Based Heterogeneous Information Networks by Applying LDA Topic Modeling (Phu Pham, Phuc Do, Chien D. C. Ta)....Pages 539-549 Representative Rule Templates for Association Rules Satisfying Multiple Canonical Evaluation Criteria (Marzena Kryszkiewicz)....Pages 550-561 Front Matter ....Pages 563-563 Depth Learning with Convolutional Neural Network for Leaves Classifier Based on Shape of Leaf Vein (Tan Kiet Nguyen Thanh, Quoc Bao Truong, Quoc Dinh Truong, Hiep Huynh Xuan)....Pages 565-575 An Ensemble System with Random Projection and Dynamic Ensemble Selection (Manh Truong Dang, Anh Vu Luong, Tuyet-Trinh Vu, Quoc Viet Hung Nguyen, Tien Thanh Nguyen, Bela Stantic)....Pages 576-586 A Weighted Object-Cluster Association-Based Ensemble Method for Clustering Undergraduate Students (Chau Thi Ngoc Vo, Phung Hua Nguyen)....Pages 587-598 Automatic Image Region Annotation by Genetic Algorithm-Based Joint Classifier and Feature Selection in Ensemble System (Anh Vu Luong, Tien Thanh Nguyen, Xuan Cuong Pham, Thi Thu Thuy Nguyen, Alan Wee-Chung Liew, Bela Stantic)....Pages 599-609 Implementing AI for Non-player Characters in 3D Video Games (Marek Kopel, Tomasz Hajas)....Pages 610-619 Front Matter ....Pages 621-621 Comparison of Indoor Positioning System Using Wi-Fi and UWB (Jaemin Hong, KyuJin Kim, ChongGun Kim)....Pages 623-632 A New Approach to Estimate Urban Air Temperature Using Smartphones (Nguyen Hai Chau)....Pages 633-641 Voice Recognition Software on Embedded Devices (Pavel Vojtas, Jan Stepan, David Sec, Richard Cimler, Ondrej Krejcar)....Pages 642-650 Front Matter ....Pages 651-651 Design and Development of an Online Support System for Elder Care (Sukontip Wongpun, Sumanta Guha)....Pages 653-663 Is Higher Order Mutant Harder to Kill Than First Order Mutant? An Experimental Study (Quang-Vu Nguyen, Duong-Thu-Hang Pham)....Pages 664-673 Information Systems Development via Model Transformations (Jaroslav Pokorný, Karel Richta, Tomáš Richta)....Pages 674-683 A Simply Way for Chronic Disease Prediction and Detection Result Visualization (Dingkun Li, Hyun Woo Park, Erdenebileg Batbaatar, Keun Ho Ryu)....Pages 684-693 An Improved and Tool-Supported Fuzzy Automata Framework to Analyze Heart Data (Iván Calvo, Mercedes G. Merayo, Manuel Núñez)....Pages 694-704 Usability Testing of a Responsive Web System for a School for Disabled Children (Justyna Krzewińska, Agnieszka Indyka-Piasecka, Marek Kopel, Elżbieta Kukla, Zbigniew Telec, Bogdan Trawiński)....Pages 705-716 Back Matter ....Pages 717-721