Knowledge Management and Knowledge Engineering is a fascinating ?eld of re- 1 search these days. In the beginning of EKAW , the modeling and acquisition of knowledge was the privilege of – or rather a burden for – a few knowledge engineers familiar with knowledge engineering paradigms and knowledge rep- sentationformalisms.While the aimhasalwaysbeentomodelknowledgedecl- atively and allow for reusability, the knowledge models produced in these early days were typically used in single and very speci?c applications and rarely - changed. Moreover, these models were typically rather complex, and they could be understood only by a few expert knowledge engineers. This situation has changed radically in the last few years as clearly indicated by the following trends: – The creation of (even formal) knowledge is now becoming more and more collaborative. Collaborative ontology engineering tools and social software platforms show the potential to leverage the wisdom of the crowds (or at least of “the many”) to lead to broader consensus and thus produce shared models which qualify better for reuse. – A trend can also be observed towards developing and publishing small but 2 3 4 high-impactvocabularies(e.g.,FOAF ,DublinCore ,GoodRelations)rather than complex and large knowledge models.
Author(s): Fayçal Hamdi, Chantal Reynaud, Brigitte Safar (auth.), Philipp Cimiano, H. Sofia Pinto (eds.)
Series: Lecture Notes in Computer Science 6317 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 588
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Computer Appl. in Administrative Data Processing; Computer Communication Networks; Software Engineering
Front Matter....Pages -
Pattern-Based Mapping Refinement....Pages 1-15
Practical Considerations on Identity for Instance Management in Ontological Investigation....Pages 16-30
Involving Business Users in Formal Modeling Using Natural Language Pattern Sentences....Pages 31-43
Knowledge Acquisition from Sources of Law in Public Administration....Pages 44-58
Enriching the Gene Ontology via the Dissection of Labels Using the Ontology Pre-processor Language....Pages 59-73
Ontology Development for the Masses: Creating ICD-11 in WebProtégé....Pages 74-89
RDFauthor: Employing RDFa for Collaborative Knowledge Engineering....Pages 90-104
Pattern-Based Ontology Transformation Service Exploiting OPPL and OWL-API....Pages 105-119
Experimenting with eXtreme Design....Pages 120-134
Weaving a Social Data Web with Semantic Pingback....Pages 135-149
Social People-Tagging vs. Social Bookmark-Tagging....Pages 150-162
FOLCOM or the Costs of Tagging....Pages 163-177
Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data....Pages 178-192
Scaling Up Question-Answering to Linked Data....Pages 193-210
Using Semantic Web Resources for Data Quality Management....Pages 211-225
Using Ontological Contexts to Assess the Relevance of Statements in Ontology Evolution....Pages 226-240
What Is Concept Drift and How to Measure It?....Pages 241-256
Mobile Cultural Heritage Guide: Location-Aware Semantic Search....Pages 257-271
Semantic Scout: Making Sense of Organizational Knowledge....Pages 272-286
Authoring Technical Documents for Effective Retrieval....Pages 287-300
A Methodology towards Effective and Efficient Manual Document Annotation: Addressing Annotator Discrepancy and Annotation Quality....Pages 301-315
Towards Better Ontological Support for Recognizing Textual Entailment....Pages 316-330
Making Sense of Design Patterns....Pages 331-340
Acquiring and Modelling Legal Knowledge Using Patterns: An Application for the Dutch Immigration and Naturalisation Service....Pages 341-349
A Model-Driven Approach for Using Templates in OWL Ontologies....Pages 350-359
Specialization and Validation of Statecharts in OWL....Pages 360-370
Temporal Knowledge Acquisition and Modeling....Pages 371-380
Using Machine Learning to Support Continuous Ontology Development....Pages 381-390
Handling Markup Overlaps Using OWL....Pages 391-400
Ontology Learning for Cost-Effective Large-Scale Semantic Annotation of Web Service Interfaces....Pages 401-410
Towards Hybrid Reasoning for Verifying and Validating Multilevel Models....Pages 411-420
Representing, Proving and Sharing Trustworthiness of Web Resources Using Veracity ....Pages 421-430
Enhancing Content-Based Recommendation with the Task Model of Classification....Pages 431-440
Extending Open Rating Systems for Ontology Ranking and Reuse....Pages 441-450
HyperTwitter: Collaborative Knowledge Engineering via Twitter Messages....Pages 451-461
TagSorting: A Tagging Environment for Collaboratively Building Ontologies....Pages 462-472
QuiKey – An Efficient Semantic Command Line....Pages 473-482
Kali-ma: A Semantic Guide to Browsing and Accessing Functionalities in Plugin-Based Tools....Pages 483-492
Constructing Understandable Explanations for Semantic Search Results....Pages 493-502
Ontology Engineering with Rough Concepts and Instances....Pages 503-513
Building Large Lexicalized Ontologies from Text: A Use Case in Automatic Indexing of Biotechnology Patents....Pages 514-523
ReBEC: A Method for Capturing Experience during Software Development Projects....Pages 524-533
Reasoning by Analogy in the Generation of Domain Acceptable Ontology Refinements....Pages 534-543
Evaluations of User-Driven Ontology Summarization....Pages 544-553
A Visualization Service for the Semantic Web....Pages 554-564
How Much Semantic Data on Small Devices?....Pages 565-575
A Semantic Approach for Learning Objects Repositories with Knowledge Reuse....Pages 576-585
Back Matter....Pages -
