Knowledge management and acquisition for smart systems and services : 13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014, Gold Cost, Qld, Australia, December 1-2, 2014 : proceedings

This book constitutes the proceedings of the 13th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2014, held in Gold Cost, Qld, Australia, in December 2014. The 18 full papers and 4 short papers included in this volume were carefully reviewed and selected from 69 initial submissions. They deal with knowledge acquisition, expert systems, intelligent agents, ontology engineering, foundations of artificial intelligence, machine learning, data mining, Web mining, information systems, Web and other applications. Front Matter....Pages - Academic Performance in a 3D Virtual Learning Environment: Different Learning Types vs. Different Class Types....Pages 1-15 The Performance of Objective Functions for Clustering Categorical Data....Pages 16-28 Modeling of Operating Photovoltaic Module Temperature Using Hybrid Cuckoo and Artificial Neural Network....Pages 29-37 l p -norm Multiple Kernel Learning with Diversity of Classes....Pages 38-47 Design of Technology Value Analysis System Based on Patent Big Data....Pages 48-58 Problems Detected by a Ripple-Down Rules Based Medication Review Decision Support System: Are They Relevant?....Pages 59-68 Incremental Schema Mapping....Pages 69-83 Linked Production Rules: Controlling Inference with Knowledge....Pages 84-98 Using a Domain Expert in Semi-supervised Learning....Pages 99-111 Impacts of Linked URLs in Social Media....Pages 112-125 Twitter Trending Topics Meaning Disambiguation....Pages 126-137 Utilizing Customers’ Purchase and Contract Renewal Details to Predict Defection in the Cloud Software Industry....Pages 138-149 Multi-robot Coordination Based on Ontologies and Semantic Web Service....Pages 150-164 Towards Management of the Data and Knowledge Needed for Port Integration: An Initial Ontology....Pages 165-179 Cultivation Planning Application to Enhance Decision Making among Sri Lankan Farmers....Pages 180-194 Extracting Conceptual Relations from Children’s Stories....Pages 195-208 Interpreting Overlaps in Business Process Mapping via Organisational Soft Knowledge Flows....Pages 209-222 Building a Vietnamese SentiWordNet Using Vietnamese Electronic Dictionary and String Kernel....Pages 223-235 Estimating Network Structure from Anonymous Ego-centric Information....Pages 236-245 Evolution Strategies with an RBM-Based Meta-Model....Pages 246-259 A Comparison of Graph-Based and Statistical Metrics for Learning Domain Keywords....Pages 260-268 Using Generic and Generated Components to Create Static Software Analysis Tools Faster....Pages 269-278 Back Matter....Pages -