Artificial Intelligence: Methodology, Systems, and Applications: 17th International Conference, AIMSA 2016, Varna, Bulgaria, September 7-10, 2016, Proceedings ... Notes in Computer Science Book 9883)

This book constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2016, held in Varna, Bulgaria in September 2015. The 32 revised full papers 6 poster papers presented were carefully reviewed and selected from 86 submissions. They cover a wide range of topics in AI: from machine learning to natural language systems, from information extraction to text mining, from knowledge representation to soft computing; from theoretical issues to real-world applications. Front Matter....Pages I-XII Front Matter....Pages 1-1 Algorithm Selection Using Performance and Run Time Behavior....Pages 3-13 A Weighted Feature Selection Method for Instance-Based Classification....Pages 14-25 Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory....Pages 26-35 Using Machine Learning to Generate Predictions Based on the Information Extracted from Automobile Ads....Pages 36-45 Estimating the Accuracy of Spectral Learning for HMMs....Pages 46-56 Combining Structured and Free Textual Data of Diabetic Patients’ Smoking Status....Pages 57-67 Deep Learning Architecture for Part-of-Speech Tagging with Word and Suffix Embeddings....Pages 68-77 Response Time Analysis of Text-Based CAPTCHA by Association Rules....Pages 78-88 New Model Distances and Uncertainty Measures for Multivalued Logic....Pages 89-98 Visual Anomaly Detection in Educational Data....Pages 99-108 Extracting Patterns from Educational Traces via Clustering and Associated Quality Metrics....Pages 109-118 Front Matter....Pages 119-119 Classifying Written Texts Through Rhythmic Features....Pages 121-129 Using Context Information for Knowledge-Based Word Sense Disambiguation....Pages 130-139 Towards Translation of Tags in Large Annotated Image Collections....Pages 140-150 Linking Tweets to News: Is All News of Interest?....Pages 151-161 A Novel Method for Extracting Feature Opinion Pairs for Turkish....Pages 162-171 In Search of Credible News....Pages 172-180 Front Matter....Pages 181-181 Smooth Stroke Width Transform for Text Detection....Pages 183-191 Hearthstone Helper - Using Optical Character Recognition Techniques for Cards Detection....Pages 192-201 Front Matter....Pages 203-203 Reasoning with Co-variations....Pages 205-215 Front Matter....Pages 203-203 Influencing the Beliefs of a Dialogue Partner....Pages 216-225 Combining Ontologies and IFML Models Regarding the GUIs of Rich Internet Applications....Pages 226-236 Identity Judgments, Situations, and Semantic Web Representations....Pages 237-246 Local Search for Maximizing Satisfiability in Qualitative Spatial and Temporal Constraint Networks....Pages 247-258 Forming Student Groups with Student Preferences Using Constraint Logic Programming....Pages 259-268 Front Matter....Pages 269-269 InterCriteria Analysis of Ant Algorithm with Environment Change for GPS Surveying Problem....Pages 271-278 GPU-Accelerated Flight Route Planning for Multi-UAV Systems Using Simulated Annealing....Pages 279-288 Reconstruction of Battery Level Curves Based on User Data Collected from a Smartphone....Pages 289-298 Possible Bribery in k-Approval and k-Veto Under Partial Information....Pages 299-309 An Adjusted Recommendation List Size Approach for Users’ Multiple Item Preferences....Pages 310-319 mRHR: A Modified Reciprocal Hit Rank Metric for Ranking Evaluation of Multiple Preferences in Top-N Recommender Systems....Pages 320-329 A Cooperative Control System for Virtual Train Crossing....Pages 330-339 Front Matter....Pages 341-341 Artificial Intelligence in Data Science....Pages 343-346 Exploring the Use of Resources in the Educational Site Ucha.SE....Pages 347-351 Expressing Sentiments in Game Reviews....Pages 352-355 The Select and Test (ST) Algorithm and Drill-Locate-Drill (DLD) Algorithm for Medical Diagnostic Reasoning....Pages 356-359 How to Detect and Analyze Atherosclerotic Plaques in B-MODE Ultrasound Images: A Pilot Study of Reproducibility of Computer Analysis....Pages 360-363 Multifactor Modelling with Regularization....Pages 364-367 Back Matter....Pages 369-370