Information Modelling and Knowledge Bases XXXI

A. Dahanayake, J. Huiskonen, Y. Kiyoki, Ajantha Dahanayake, Janne Huiskonen, Yasushi Kiyoki, Bernhard Thalheim, Hannu Jaakkola, Naofumi Yoshida

• Publisher: SAGE Publications Ltd
• Year: 2020
• Print ISBN: 9781643680446
• eBook ISBN: 9781643680453
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Information modeling and knowledge bases have become an important area of academic and industry research in the 21st century, addressing complexities of modeling that reach beyond the traditional borders of information systems and academic computer science research. This book presents 32 reviewed, selected and updated papers delivered at the 29th International Conference on Information Modeling and Knowledge Bases (EJC2019), held in Lappeenranta, Finland, from 3 to 7 June 2019. In addition, two papers based on the keynote presentations and one paper edited from the discussion of the panel session are included in the book. The conference provided a forum to exchange scientific results and experience, and attracted academics and practitioners working with information and knowledge. The papers cover a wide range of topics, ranging from knowledge discovery through conceptual and linguistic modeling, knowledge and information modeling and discovery, cross-cultural communication and social computing, environmental modeling and engineering, and multimedia data modeling and systems to complex scientific problem-solving. The conference presentation sessions: Learning and Linguistics; Systems and Processes; Data and Knowledge Representation; Models and Interface; Formalizations and Reasoning; Models and Modeling; Machine Learning; Models and Programming; Environment and Predictions; and Emotion Modeling and Social Networks reflect the main themes of the conference. The book also includes 2 extended publications of keynote addresses: 'Philosophical Foundations of Conceptual Modeling' and ´Sustainable Solid Waste Management using Life Cycle Modeling for Environmental Impact Assessment', as well as additional material covering the discussion and findings of the panel session. Providing an overview of current research in the field, the book will be of interest to all those working with information systems, information modeling and knowledge bases.

Table of contents

• Title Page
• Preface
• Committees
• Contents
• On the Philosophical Foundations of Conceptual Models
• Sustainable Solid Waste Management Using Life Cycle Modeling for Environmental Impact Assessment
• Using Recorded Audio Feedback in Multi-Cultural Higher e-Education: How Do Academics Experience? A Thematic Network Analysis
• Teaching the Fundamental Concepts of Relational Databases to Students with Different Educational Background - An Experimental Study
• Extracting Stopwords on Social Network Service
• Accelerating Sequence Operator with Reduced Expression
• Model of a Vocabulary
• A Case-Based Analysis of Process Modeling for Public Administration System Design
• A Survey-Based Evaluation of Approaches and Tools for Business Process Optimization Support
• Comparison of Open Source NoSQL Solutions Using Utility Function
• Improving Data Quality, Privacy and Provenance in Citizen Science Applications
• A Study on an Evolution of a Data Collection System for Knowledge Representation
• A Data Driven Approach to Decision Support in Farming
• Modelling Perspectives to Support Multiple Information Demands
• Responsive Calibrated Web Personalization System with Online Local Variational Inference for the Logistic Regression Mixture Model
• Data Labeling Scheme for Bed Position Classification
• A Matrix Node Graph Data Structure and Its Application for Credibility Assessment with Temporal Transition of Intention
• Joint Application of Constraint Propagation and Structural Decomposition Methods for A Priori Analysis of SPARQL Queries
• Functions of Models in Scenarios and Their Maturity
• A SPA-Based Semantic Computing System for Global & Environmental Analysis and Visualization with "5-Dimensional World-Map": "Towards Environmental Artificial Intelligence"
• 5D World Map System for Disaster-Resilience Monitoring from Global to Local: Environmental AI System for Leading SDG 9 and 11
• On Logic Calculation with Semantic Space and Machine Learning
• Machine Learning Using TIL
• The Holistic Framework of Using Machine Learning for an Effective Incoming Cyber Threats Detection
• Model-Based Fifth Generation Programming
• A Semantic Multi-Valued Logic for Deforestation Phenomena Interpretation
• Water Quality Index Analysis and Prediction: A Case Study of Canals in Bangkok Thailand
• Prediction to Industrial Waste Disposal Management by Using Box-Jenkins Method and Created Applications for a Company A and Their Service Providers in Thailand
• Flood Susceptibility Prediction via Data-Mining Based Bell-Curve Analogical-Hydrographs Analysis: A Case Study of Langat River Basin, Selangor, Malaysia
• Indexing and Finding Deep Neural Networks for Image Recognition
• Prediction of User's Special Feelings Toward Photos Based on Behaviors of Taking and Editing Photos
• Features Words Extraction Methods of POI for Japanese FIT Using Comments in a Tourism Web Site
• Question-Answering System in the TIL-Script Language
• Context-Oriented Tour Planning System in Physical and Emotional Distance
• Towards a Great Design of Conceptual Modelling
• Subject Index
• Author Index