Artificial Intelligence for Knowledge Management
5th IFIP WG 12.6 International Workshop, AI4KM 2017, Held at IJCAI 2017, Melbourne, VIC, Australia, August 20, 2017, Revised Selected Papers
Published on 11. September 2019
IX, 147 pages
978-3-030-29904-0 (ISBN)
Description
This book features a selection of extended papers presented at the 5th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2017, held in Melbourne, VIC, Australia, in August 2017, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2017. The 11 revised and extended papers were carefully reviewed and selected for inclusion in this volume. They present new research and innovative aspects in the field of knowledge management such as machine learning, knowledge models, KM and Web, knowledge capturing and learning, and KM and AI intersections.
More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
IX, 147 p. 63 illus., 55 illus. in color.
File size
31,11 MB
ISBN-13
978-3-030-29904-0 (9783030299040)
DOI
10.1007/978-3-030-29904-0
Schweitzer Classification
Other editions
Additional editions
Eunika Mercier-Laurent | Danielle Boulanger
Artificial Intelligence for Knowledge Management
5th IFIP WG 12.6 International Workshop, AI4KM 2017, Held at IJCAI 2017, Melbourne, VIC, Australia, August 20, 2017, Revised Selected Papers
Book
09/2019
Springer
€53.49
Shipment within 7-9 days
Content
- Intro
- Preface
- Organization
- Contents
- Knowledge Management in Corporations - Synergy Between People and Technology. Barriers and Benefits of Implementation
- Abstract
- 1 Introduction
- 2 Barriers in Organizations
- 3 Technologies Supporting Knowledge Management - CMS
- 4 Methods for Barrier Limitations in the Knowledge Management Process Using CMS
- 5 Conclusion
- References
- Selected It Tools in Enterprise Knowledge Management Processes - Overview and Efficiency Study
- Abstract
- 1 Introduction
- 2 The Essence of Communication and Knowledge Management in Enterprises
- 3 Types of Communication in Enterprises
- 4 Enterprise Communication System
- 5 Examples of Communication and Knowledge Management Tools in Enterprise
- 6 Research on Usage of Communication and Knowledge Management Tools on Enterprises
- 7 Conclusions
- References
- Selected Knowledge Management Aspects in Modern Education
- Abstract
- 1 Introduction
- 2 Knowledge Management as a Natural Way of PostIndustrial Changes
- 3 Challenges of Modern Education
- 4 Knowledge Management Aspects Connected with Permanent Learning/Education
- 5 Knowledge Management Benefits
- 6 Conclusions
- References
- The Role of Knowledge Management in IT Projects
- Abstract
- 1 Introduction
- 2 Definition of Knowledge. Knowledge Management and Modeling
- 3 Knowledge Management in Projects
- 4 Summary
- References
- Dynamical Aspects of Knowledge Evolution
- Abstract
- 1 Introduction
- 2 Literature Review
- 2.1 Knowledge Transformation
- 2.2 Knowledge Codification
- 2.3 Knowledge Adoption and Reuse
- 3 Ontology-Aided Knowledge Encapsulation Model
- 3.1 The Knowledge Adoption Model
- 3.2 The OAKE Model
- 4 Knowledge Dynamics
- 5 Conclusions
- References
- Modeling the Craftsmen Know-How: A Case Study Using MASK Methodology
- Abstract
- 1 Introduction
- 2 Current State of the Art
- 3 Study Context and Issue
- 4 Methodological Framework
- 5 Implementation of the Methodology Within the Moroccan Zellige Craft
- 5.1 Step 1. Modeling the Process
- 5.2 Step 2. Assessing the Knowledge Criticality
- 5.3 Step 3. Capturing the Critical Knowledge
- 5.4 Step 4: Building the Knowledge Models
- 6 Results and Discussion
- 7 Conclusion
- References
- Knowledge Extracting from Eco-Design Activity
- Abstract
- 1 Introduction
- 2 Extracting Eco-Design Criteria from Documents
- 2.1 Expertise Documents
- 2.2 Analysing Approach
- 2.3 Characteristics Classifications
- 3 Extracting Knowledge from Eco-Design Projects
- 3.1 Project Execution
- 3.2 Project Analysis
- 4 Eco-Design Ontology
- 4.1 Experts Interviewing
- 5 Extracting Concepts from Scientific Papers
- 5.1 Terms Analysis
- 5.2 Concepts Identification
- 6 Conclusion
- References
- Representing Stress Impact in Crisis Management
- Abstract
- 1 Introduction
- 2 Modelling Crisis Management
- 2.1 Crisis Definition and Crisis Management
- 2.2 Systemic Modeling
- 2.3 Collaborative Situation Modeling
- 2.4 Collaborative Crisis Management Modeling
- 2.5 Using Experience Feedback in Crisis Management
- 3 Stress
- 3.1 Stress and the Stress Indicators
- 3.2 The Stress Impact on a Crisis
- 3.3 Using Feedback in Stress Situation
- 4 Example of Stress Impact in Crisis Situation
- 4.1 Case Description
- 4.2 Analyzing the Stress Impact
- 4.3 Representing the Same Situation with Feedback Experience
- 5 Conclusion
- References
- Detecting Influencial Users in Social Networks: Analysing Graph-Based and Linguistic Perspectives
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 Influencer Detection by Social Network Analysis (SNA)
- 2.2 Influencer Detection by Linguistic Analysis
- 2.3 Influencer Detection by Hybridisation
- 3 Methodology
- 3.1 Corpus Construction
- 3.2 Features
- 3.3 System Design
- 3.4 Visualisation
- 4 Evaluation
- 4.1 Experimental Setup
- 4.2 Results
- 5 Conclusion
- References
- Video Intelligence as a Component of a Global Security System
- Abstract
- 1 Introduction
- 2 Research Method
- 3 State of the Art
- 3.1 Evolution of Video Surveillance
- 3.2 Evolution and Revolution of Video Analytics
- 3.3 Evolution of Cyber Security and Cyber Defense
- 3.4 Evolution of Social Network Analysis
- 3.5 Knowledge Management for Global Security
- 4 Feedback Form the Previous Research
- 5 Research Focus - Hybrid System for Video Analysis
- 5.1 Situational Awareness Increased with Video Surveillance
- 6 Originality of This Work
- 7 Conclusion
- 8 Perspective and Future Work
- Academic Partnerships
- References
- Author Index
