Research and development in intelligent systems XXXIII : incorporating applications and innovations in intelligent systems XXIV : proceedings of AI-2016, the Thirty-Sixth SGAI International Conference on Innovative Techniques and Applications of Artificia

The papers in this volume are the refereed papers presented at AI-2016, the Thirty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2016 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining, Sentiment Analysis and Recommendation, Machine Learning, AI Techniques, and Natural Language Processing, followed by application stream sections on AI for Medicine and Disability, Legal Liability and Finance, Telecoms and eLearning, and Genetic Algorithms in Action. The volume also includes the text of short papers presented as posters at the conference. This is the thirty-third volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-fourth volume in the __Applications and Innovations in Intelligent Systems__ series. These series are essential reading for those who wish to keep up to date with developments in this important field. Front Matter....Pages i-xiv Front Matter....Pages 1-2 Harnessing Background Knowledge for E-Learning Recommendation....Pages 3-17 Front Matter....Pages 19-19 Category-Driven Association Rule Mining....Pages 21-35 A Comparative Study of SAT-Based Itemsets Mining....Pages 37-52 Mining Frequent Movement Patterns in Large Networks: A Parallel Approach Using Shapes....Pages 53-67 Front Matter....Pages 69-69 Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter....Pages 71-85 Context-Aware Sentiment Detection from Ratings....Pages 87-101 Recommending with Higher-Order Factorization Machines....Pages 103-116 Front Matter....Pages 117-117 Multitask Learning for Text Classification with Deep Neural Networks....Pages 119-133 An Investigation on Online Versus Batch Learning in Predicting User Behaviour....Pages 135-149 A Neural Network Test of the Expert Attractor Hypothesis: Chaos Theory Accounts for Individual Variance in Learning....Pages 151-162 Front Matter....Pages 163-163 A Fast Algorithm to Estimate the Square Root of Probability Density Function....Pages 165-176 3Dana: Path Planning on 3D Surfaces....Pages 177-191 Front Matter....Pages 193-193 Covert Implementations of the Turing Test: A More Level Playing Field?....Pages 195-207 Context-Dependent Pattern Simplification by Extracting Context-Free Floating Qualifiers....Pages 209-217 Front Matter....Pages 219-219 Experiments with High Performance Genetic Programming for Classification Problems....Pages 221-227 Towards Expressive Modular Rule Induction for Numerical Attributes....Pages 229-235 OPEN: New Path-Planning Algorithm for Real-World Complex Environment....Pages 237-244 Encoding Medication Episodes for Adverse Drug Event Prediction....Pages 245-250 Front Matter....Pages 251-252 A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation....Pages 253-266 Front Matter....Pages 267-267 Artificial Intelligence and Legal Liability....Pages 269-279 Front Matter....Pages 267-267 SELFBACK—Activity Recognition for Self-management of Low Back Pain....Pages 281-294 Automated Sequence Tagging: Applications in Financial Hybrid Systems....Pages 295-306 Front Matter....Pages 307-307 A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network....Pages 309-323 Towards Keystroke Continuous Authentication Using Time Series Analytics....Pages 325-339 Front Matter....Pages 341-341 EEuGene: Employing Electroencephalograph Signals in the Rating Strategy of a Hardware-Based Interactive Genetic Algorithm....Pages 343-353 Spice Model Generation from EM Simulation Data Using Integer Coded Genetic Algorithms....Pages 355-367 Front Matter....Pages 369-369 Dendritic Cells for Behaviour Detection in Immersive Virtual Reality Training....Pages 371-376 Interactive Evolutionary Generative Art....Pages 377-382 Incorporating Emotion and Personality-Based Analysis in User-Centered Modelling....Pages 383-389 An Industrial Application of Data Mining Techniques to Enhance the Effectiveness of On-Line Advertising....Pages 391-397