Knowledge Management and Acquisition for Intelligent Systems

✍ Scribed by Kenichi Yoshida, Maria Lee

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 291
• Series: Lecture Notes in Computer Science 11016
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book constitutes the proceedings of the 15th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2018, held in Nanjing, China, in August 2018.
The 15 full papers and 7 short papers included in this volume were carefully reviewed and selected from 51 initial submissions. They cover the methods and tools as well as the applications related to developing a knowledge base, healthcare, financial systems, and intelligent systems.

✦ Table of Contents

Front Matter ....Pages I-X
Building a Commonsense Knowledge Base for a Collaborative Storytelling Agent (Dionne Tiffany Ong, Christine Rachel De Jesus, Luisa Katherine Gilig, Junlyn Bryan Alburo, Ethel Ong)....Pages 1-15
A Knowledge Acquisition Method for Event Extraction and Coding Based on Deep Patterns (Alfred Krzywicki, Wayne Wobcke, Michael Bain, Susanne Schmeidl, Bradford Heap)....Pages 16-31
Incremental Acquisition of Values to Deal with Cybersecurity Ethical Dilemmas (Deborah Richards, Virginia Dignum, Malcolm Ryan, Michael Hitchens)....Pages 32-45
Towards Realtime Adaptation: Uncovering User Models from Experimental Data (Deborah Richards, Ayse Aysin Bilgin, Hedieh Ranjbartabar, Anupam Makhija)....Pages 46-60
Supporting Relevance Feedback with Concept Learning for Semantic Information Retrieval in Large OWL Knowledge Base (Liu Yuan)....Pages 61-75
Combining Concept Learning and Probabilistic Information Retrieval Model to Understand User’s Searching Intent in OWL Knowledge Base (Liu Yuan)....Pages 76-89
Diabetic Retinopathy Classification Using C4.5 (Mira Park, Peter Summons)....Pages 90-101
Stock Price Movement Prediction from Financial News with Deep Learning and Knowledge Graph Embedding (Yang Liu, Qingguo Zeng, Huanrui Yang, Adrian Carrio)....Pages 102-113
Sample Dropout for Audio Scene Classification Using Multi-scale Dense Connected Convolutional Neural Network (Dawei Feng, Kele Xu, Haibo Mi, Feifan Liao, Yan Zhou)....Pages 114-123
LOUGA: Learning Planning Operators Using Genetic Algorithms (Jiří Kučera, Roman Barták)....Pages 124-138
k-NN Based Forecast of Short-Term Foreign Exchange Rates (Haruya Umemoto, Tetsuya Toyota, Kouzou Ohara)....Pages 139-153
Multi-dimensional Banded Pattern Mining (Fatimah B. Abdullahi, Frans Coenen)....Pages 154-169
Automated Business Process Discovery and Analysis for the International Higher Education Industry (Juan Gonzalez-Dominguez, Peter Busch)....Pages 170-183
An Analysis of Interaction Between Users and Open Government Data Portals in Data Acquisition Process (Di Wang, Deborah Richards, Chuanfu Chen)....Pages 184-200
Blockchain: Trends and Future (Wenli Yang, Saurabh Garg, Ali Raza, David Herbert, Byeong Kang)....Pages 201-210
Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular Networks (Enjie Cui, Jianming Wang, Jiayu Liang, Guanghao Jin)....Pages 211-220
Pose Specification Based Online Person Identification (Tao Guo, Jianming Wang, Rize Jin, Guanghao Jin)....Pages 221-230
Get the Whole Action Event by Action Stage Classification (Weiqi Li, Jianming Wang, Shengbei Wang, Guanghao Jin)....Pages 231-240
Clothing Attribute Extraction Using Convolutional Neural Networks (Wonseok Lee, Sangmin Jo, Heejun Lee, Jungmin Kim, Meejin Noh, Yang Sok Kim)....Pages 241-250
Research Paper Recommender Systems on Big Scholarly Data (Tsung Teng Chen, Maria Lee)....Pages 251-260
Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relationship Between CSR and Corporate Value (Kazuya Uekado, Ling Feng, Masaaki Suzuki, Hayato Ohwada)....Pages 261-270
A Weighted Similarity Measure Based on Meta Structure in Heterogeneous Information Networks (Zhaochen Li, Hengliang Wang)....Pages 271-281
Back Matter ....Pages 283-283

✦ Subjects

Computer Science; Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Data Mining and Knowledge Discovery; Image Processing and Computer Vision; Computer Appl. in Administrative Data Processing