Artificial Intelligence for Knowledge Management

Name: Artificial Intelligence for Knowledge Management | Second IFIP WG 12.6 International Workshop, AI4KM 2014, Warsaw, Poland, September 7-10, 2014, Revised Selected Papers
Brand: Springer
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Second IFIP WG 12.6 International Workshop, AI4KM 2014, Warsaw, Poland, September 7-10, 2014, Revised Selected Papers

Eunika Mercier-Laurent Mieczyslaw Lech Owoc Danielle Boulanger(Herausgeber*in)

Springer (Verlag)

Erschienen am 2. Februar 2016

X, 181 Seiten

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978-3-319-28868-0 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents
Sign Management for the Future of e-Education: Examples of Collaborative e-Services in a Living Lab (Invited Paper)
Abstract
1 Introduction
2 ICT in the Future of a Knowledge-Based Society
3 Setting up ICT Living Labs for Education
4 Theory
5 Research Design
6 Findings
7 Conclusion
References
The Role of Data Warehouse as a Source of Knowledge Acquisition in Decision-Making. An Empirical Study
Abstract
1 Introduction
2 The Study's Aims
3 The Study's Questions and Hypotheses
4 The Importance of the Study
5 Research Methodology
6 Literature Review
7 Findings and Discussion
8 Conclusion
1 Appendix A
References
Knowledge Extraction from Professional E-mails
Abstract
1 Introduction
2 Project Memory
3 Problem Solving
4 Software Development Process
5 Pragmatic Analysis
6 Related Works on Email Analysis
7 Project Knowledge Extraction from Emails
7.1 Classification of E-mails
7.2 Messages Analysis
8 Example
8.1 Example Description
8.2 E-mails Analysis
8.3 Frequency
8.4 Topics
9 Conclusions
References
Challenges for Knowledge Management in the Context of IT Global Sourcing Models Implementation
Abstract
1 Introduction
2 Methodology
3 New Global Sourcing Models of Business
4 Knowledge Management in IT Sourcing Relationship
5 Information and Knowledge Security in the IT Sourcing Models
6 Ways to Reduce the Risk of Knowledge/Information Loss in IT Sourcing Models
7 Conclusions
References
How Should Digital Humanities Pioneers Manage Their Data Privacy Challenges?
Abstract
1 Introduction
2 Privacy by Design: New Challenges in Big Data
2.1 What Has Changed Within the Big Data?
2.2 Foundations of Privacy by Design
2.3 Prospects for Privacy by Design
2.4 Europe vs. United States: Two Legal Approaches
3 The Way ISMIR Supports Legal Issues
3.1 ISMIR Works Regarding Privacy Issues
3.2 Why the Lack of Pro-Activity Regarding Legal Issues Can Lead to Failure?
3.3 Actual MIR Practices are PbD-Compatible but not PbD-Compliant
4 How ISMIR Builds New Kind of Personal Data
4.1 A Case Study: The Gamelan Project
4.2 Collecting Traces to Build a Knowledge Model in the Gamelan Project
4.3 Information Retrieval Produces Personal Data from Inputs
5 MIR Communities: An Emblem of Digital Humanities Ones?
5.1 Style Identification Algorithms in Actual MIR: A Classification
5.2 From MIR R&D Communities to Digital Humanities Ones
6 Conclusion
6.1 When Some Process Lead to Direct or Indirect Personal Data Identification
6.2 When Some Process May Lead to Indirect Personal Data Identification Through Some Complex Process
References
Usability of Knowledge Portals for Exclusives in Local Governments
Abstract
1 Introduction
2 Exclusion Processes a Research Challenges
3 Knowledge Portal for the Modern Society
4 A General Concept of Knowledge Portal for Exclusives
5 Implementation Examples of Knowledge Portals for Exclusive in Local Governments
6 Conclusion and Further Research
References
Knowledge Management in Distributed Agile Software Development Projects
1 Introduction
2 Related Work
3 Method and Data Analysis
3.1 Sampling
3.2 Data Collection
3.3 Analysis and Synthesis
4 Validity Threats
4.1 Internal Validity
4.2 External Validity
5 Results
5.1 Knowledge Creation: Locally and Globally
5.2 Knowledge Sharing: Locally and Globally
5.3 Challenges Faced by Practitioners During Knowledge Sharing Among Distributed Teams
6 Lesson Learned
6.1 Codification of Knowledge
6.2 Knowledge Management Strategies in Practices
6.3 The Process of Organizational Knowledge Creation
6.4 A Relation with the Concept of ``Ba''
6.5 Shared Understanding Between Team Members
7 Conclusion and Future Work
7.1 Summary
7.2 Contributions
7.3 Future Work
References
Actuator Fault Diagnosis Using Single and Meta-Classification Strategies
1 Introduction
2 Single and Meta-Classification Strategies
3 Model-Free Fault Diagnosis Using Different Classification Schemes
3.1 Fault Detection Schemas
3.2 Fault Isolation Schemes
4 Verification Studies
4.1 Data Preparation
4.2 Statistical Analysis and Features Computation
4.3 Results of Verification Studies
5 Conclusion
References
Intelligent Association Rules for Innovative SME Collaboration
Abstract
1 Introduction
2 Background
3 Methodologies
3.1 Association Rules
3.2 Support Vector Machines
3.3 Self Organized Maps
4 Application
5 Results
6 Conclusion
References
Managing Intellectual Capital in Knowledge Economy
Abstract
1 Introduction
2 State of the Art
3 Economic and Environmental Context
4 Managing Human Capital
4.1 Managing Gendarmerie Mobile Workforce
4.2 Resources for Security Management During the Olympic Games
4.3 Know What We Have
4.4 How to Find the Right Profile
5 From Talent Management to Organizational Strategy
6 Skills for the Future
7 Conclusion and Future Works
References
Author Index

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