Advanced Topics in Intelligent Information and Database Systems

✍ Scribed by Dariusz Król et al. (eds.)

• Publisher: Springer
• Year: 2017
• Tongue: English
• Leaves: 542
• Series: Studies in Computational Intelligence 710
• Category: Library

✦ Synopsis

This book presents recent research in intelligent information and database systems. The carefully selected contributions were initially accepted for presentation as posters at the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) held from to 5 April 2017 in Kanazawa, Japan. While the contributions are of an advanced scientific level, several are accessible for non-expert readers. The book brings together 47 chapters divided into six main parts:

• Part I. From Machine Learning to Data Mining.
• Part II. Big Data and Collaborative Decision Support Systems,
• Part III. Computer Vision Analysis, Detection, Tracking and Recognition,
• Part IV. Data-Intensive Text Processing,
• Part V. Innovations in Web and Internet Technologies, and
• Part VI. New Methods and Applications in Information and Software Engineering.

The book is an excellent resource for researchers and those working in algorithmics, artificial and computational intelligence, collaborative systems, decision management and support systems, natural language processing, image and text processing, Internet technologies, and information and software engineering, as well as for students interested in such research areas.

✦ Table of Contents

Front Matter....Pages i-xiii
Front Matter....Pages 1-1
Analyzing Accident Prone Regions by Clustering....Pages 3-13
Analyzing Life Insurance Data with Different Classification Techniques for Customers’ Behavior Analysis....Pages 15-25
Classification of Product Rating Using Data Mining Techniques....Pages 27-36
MASS: A Semi-supervised Multi-label Classification Algorithm with Specific Features....Pages 37-47
Parallel Self-organizing Map Using Shared Virtual Memory Buffers....Pages 49-58
Parametric Optimization of the Selected Classifiers in Binary Classification....Pages 59-69
Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors....Pages 71-80
A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio....Pages 81-92
Front Matter....Pages 93-93
Bi-temporal Database Model for Legal Merger Transactions and Late-Arriving Information Problem: The Case of Polish Merger Market....Pages 95-104
Breathing Movement Analysis for Adjustment of Radiotherapy Planning....Pages 105-116
Measuring Improvement in Access to Complete Data in Healthcare Collaborative Database Systems....Pages 117-127
Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources....Pages 129-139
The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records....Pages 141-150
Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake....Pages 151-160
Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers....Pages 161-171
Supply Chains of Cross-Border e-Commerce....Pages 173-183
Towards a Personalized Virtual Customer Experience....Pages 185-195
Towards Big Management....Pages 197-209
Front Matter....Pages 211-211
Combination of Collision Detection and Visibility Algorithms in Simulation of the Effective Placement of Anti-air Elements....Pages 213-221
A Combination of Deep Learning and Hand-Designed Feature for Plant Identification Based on Leaf and Flower Images....Pages 223-233
Front Matter....Pages 211-211
An Efficient Defect Classification Algorithm for Ceramic Tiles....Pages 235-247
Parking Assistant—Prediction of an Empty Parking Space in Time....Pages 249-260
Recent Advances in the Field of Foreground Detection: An Overview....Pages 261-269
Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction Based on Fuzzy C-means Algorithm....Pages 271-280
Front Matter....Pages 281-281
Automatic Post-editing of Kazakh Sentences Machine Translated from English....Pages 283-295
Complex Technology of Machine Translation Resources Extension for the Kazakh Language....Pages 297-307
Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents....Pages 309-319
Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classification....Pages 321-331
Financial Reports and Financial News—An Information Content Gap Analysis....Pages 333-342
The Great National Photocorpus of 20th-Century Vietnamese. Origins, Assumptions and Goals....Pages 343-353
The Impact of User Sentiment Aroused by The-Day-of-the-Week on the Recommendation Effectiveness in Microblog....Pages 355-366
Multi-sentence Compression Using Word Graph and Integer Linear Programming....Pages 367-377
A Performance Comparison of Feature Extraction Methods for Sentiment Analysis....Pages 379-390
A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique....Pages 391-403
Text Summarization Based on Classification Using ANFIS....Pages 405-417
Front Matter....Pages 419-419
Analysis of Indoor Positioning Based on BLE....Pages 421-430
A Fusion Technique of Schema and Syntax Rules for Validating Open Data....Pages 431-442
Job Description Language for a Browser-Based Computing Platform—A Preliminary Report....Pages 443-453
Measuring the Effectiveness of Knowledge Driven Web Applications....Pages 455-466
Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience....Pages 467-476
Front Matter....Pages 477-477
Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area....Pages 479-488
Checking Compliance of Program with SecureUML Model....Pages 489-498
Generation of Test Data Using Genetic Algorithm and Constraint Solver....Pages 499-513
Investigating the Issues of Using Agile Methods in Offshore Software Development in Sri Lanka....Pages 515-523
A Method for Automated Test Cases Generation from UML Models with String Constraints....Pages 525-536
Mobile Application for Calculation of Optimal Route Between Searched Points of Interest....Pages 537-547
On Implementation of the Assumption Generation Method for Component-Based Software Verification....Pages 549-558
Back Matter....Pages 559-561