Artificial Intelligence for Knowledge Management

Name: 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
Brand: Springer
Price: 53.49 EUR
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4th IFIP WG 12.6 International Workshop, AI4KM 2016, Held at IJCAI 2016, New York, NY, USA, July 9, 2016, Revised Selected Papers

Eunika Mercier-Laurent Danielle Boulanger(Herausgeber*in)

Springer (Verlag)

Erschienen am 12. Juni 2018

IX, 147 Seiten

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978-3-319-92928-6 (ISBN)

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Inhalt

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

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