Artificial Intelligence for Knowledge Management
4th IFIP WG 12.6 International Workshop, AI4KM 2016, Held at IJCAI 2016, New York, NY, USA, July 9, 2016, Revised Selected Papers
Published on 12. June 2018
IX, 147 pages
978-3-319-92928-6 (ISBN)
Description
This book features a selection of papers presented at the 4th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2016, held in New York, USA, in July 2016, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2016.
The 9 revised and extended papers were carefully reviewed and selected from 16 submissions. 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. 72 illus.
File size
42,40 MB
ISBN-13
978-3-319-92928-6 (9783319929286)
DOI
10.1007/978-3-319-92928-6
Schweitzer Classification
Other editions
Additional editions
Eunika Mercier-Laurent | Danielle Boulanger
Artificial Intelligence for Knowledge Management
4th IFIP WG 12.6 International Workshop, AI4KM 2016, Held at IJCAI 2016, New York, NY, USA, July 9, 2016, Revised Selected Papers
Book
06/2018
Springer
€53.49
Shipment within 10-15 days
Content
- Intro
- Preface
- Organization
- Contents
- Guiding Supervised Learning by Bio-Ontologies in Medical Data Analysis
- Abstract
- 1 Introduction
- 1.1 Biomedical Ontologies
- 1.2 Supervised Learning
- 1.3 Example Data
- 2 AQ21, Semantics, and Ontologies
- 2.1 Hierarchy Extraction from UMLS
- 2.2 Generalization with Hierarchies
- 2.3 Using Non-IS-A Relationships
- 2.4 Learning Ordinal and Hierarchical Outputs
- 3 Conclusions
- Acknowledgments
- References
- Using Ontologies to Access Complex Data: Applications on Bio-Imaging
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Knowledge Sharing in Bio-Imaging
- 4 Structuring Data
- 4.1 Product Lifecycle Management
- 4.2 Data Representation in TeamCenter
- 5 Data Access Using Ontology
- 5.1 Bio-Imaging Ontology Definition
- 5.2 Ontology - Data Link
- 5.3 Ontology and Classification Mapping
- 5.4 Ontology Based Query System
- 6 Conclusion
- Acknowledgments
- References
- Dynamic Ontology Supporting Local Government
- Abstract
- 1 Introduction
- 2 Specialty of Urban Knowledge as the Informational Infrastructure Essential in C2C Model
- 3 Areas of Activities of a Local Self-Government
- 4 Ontology for Local Self-Government Knowledge Management
- 5 Conclusions
- References
- Conceptual Navigation for Polyadic Formal Concept Analysis
- 1 Introduction
- 2 Preliminaries
- 2.1 Formal Concept Analysis
- 2.2 Answer Set Programming
- 3 Encoding Membership Constraints in Answer Set Programming
- 4 Navigation
- 5 Implementation
- 6 Evaluation
- 7 Tool Extension
- 8 Conclusion
- References
- Highlighting Trend-Setters in Educational Platforms by Means of Formal Concept Analysis and Answer Set Programming
- 1 Introduction
- 2 Formal Concept Analysis
- 2.1 Dyadic Formal Concept Analysis and Its Extensions
- 2.2 Many-Valued Contexts
- 2.3 Temporal Concept Analysis
- 3 Answer Set Programming for FCA
- 4 Web Usage Mining on PULSE
- 5 Identifying Trend-Setters Based on Navigational Patterns
- 6 Temporal Aspects: Dynamics and Relationships
- 7 Conclusions and Future Research
- References
- Selection of Free Software Useful in Business Intelligence. Teaching Methodology Perspective
- Abstract
- 1 Introduction
- 2 Teaching Methodology of Business Intelligence
- 3 Related Works and the Selection Method
- 4 Results of Comparative Analysis
- 5 Main Properties of Power BI
- 6 Conclusions
- References
- Internet Platform for City Dwellers Based on Open Source System
- Abstract
- 1 Introduction
- 2 Smart Society
- 3 The Concept of Internet Platform Based on Smart City
- 4 Content Management Systems
- 5 The Usage of CMS as a Platform for City Dwellers
- 6 Conclusion
- References
- Segmentation of Social Network Users in Turkey
- Abstract
- 1 Introduction
- 2 Literature Review
- 2.1 Social Networks in Research
- 3 Methodology
- 3.1 Segmentation
- 3.2 Self-organizing Maps
- 4 Application and Results
- 5 Conclusion
- References
- Towards Semantic Reasoning in Knowledge Management Systems
- 1 Introduction
- 2 Related Approaches
- 3 Semantic-Based Knowledge Management System
- 3.1 Benefits of Using Ontologies
- 4 Healthcare Use-Case
- 5 Engineering Use-Case
- 6 Challenges of the Semantic Approach
- 7 Our Proposed Solution
- 7.1 Preliminary Results from Siemens Turbo-Machinery Use-Case
- 8 Conclusion
- References
- Author Index
