Advanced computational methods for knowledge engineering : proceedings of the 5th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2017

Description

These proceedings consist of 19 papers, which have been peer-reviewed by international program committee and selected for the 5th International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2017), which was held on June 30–July 1, 2017 in Berlin, Germany. The respective chapters discuss both theoretical and practical issues in connection with computational methods and optimization methods for knowledge engineering. The broad range of application areas discussed includes network computing, simulation, intelligent and adaptive e-learning, information retrieval, sentiment analysis, autonomous underwater vehicles, social media analysis, natural language processing, biomimetics in organizations, and cash management. In addition to pure content, the book offers many inspiring ideas and suggests new research directions, making it a valuable resource for graduate students, Ph.D. students, and researchers in Computer Science and Applied Mathematics alike. Front Matter....Pages i-xvi Stochastic DCA for Sparse Multiclass Logistic Regression....Pages 1-12 Reformulation of the Quadratic Multidimensional Knapsack Problem as Copositive/Completely Positive Prorams....Pages 13-22 DC Programming and DCA for Enhancing Physical Layer Security in Amplify-and-Forward Relay Beamforming Networks Based on the SNR Approach....Pages 23-33 A Cash-Flow-Based Optimization Model for Corporate Cash Management: A Monte-Carlo Simulation Approach....Pages 34-46 Demand Side Management: A Case for Disruptive Behaviour....Pages 47-59 Enhancing Reduced Order Model Predictive Control for Autonomous Underwater Vehicle....Pages 60-71 Comparison of Feedback Strategies for Supporting Programming Learning in Integrated Development Environments (IDEs)....Pages 72-83 Using Online Synchronous Interschool Tournaments to Boost Student Engagement and Learning in Hands-On Physics Lessons....Pages 84-94 Story-Based Multimedia Analysis Using Social Network Technique....Pages 95-106 Plot-Creation Support System for Writing Novels....Pages 107-116 An Improved Algorithm for Mining Top-k Association Rules....Pages 117-128 A Deep Architecture for Sentiment Analysis of News Articles....Pages 129-140 Sentiment Polarity Detection in Social Networks: An Approach for Asthma Disease Management....Pages 141-152 An Overview of Information Discovery Using Latent Semantic Indexing....Pages 153-164 Similarity Measures for Music Information Retrieval....Pages 165-174 An Early-Biologisation Process to Improve the Acceptance of Biomimetics in Organizations....Pages 175-183 Bidirectional Deep Learning of Context Representation for Joint Word Segmentation and POS Tagging....Pages 184-196 A Model for a Computing Cluster with Two Asynchronous Servers....Pages 197-211 A Review of Technologies for Conversational Systems....Pages 212-225 Back Matter....Pages 227-228