posted by user: idaspapa || 2890 views || tracked by 6 users: [display]

KIELD 2010 : 1st Workshop on Knowledge Injection into and Extraction from Linked Data

FacebookTwitterLinkedInGoogle

Link: http://ontologydesignpatterns.org/wiki/Odp:KIELD2010
 
When Oct 11, 2010 - Oct 15, 2010
Where Lisbon (Portugal)
Submission Deadline Jul 15, 2010
Notification Due Aug 9, 2010
Final Version Due Aug 25, 2010
Categories    linked data   semantic web   pattern
 

Call For Papers

Motivation and objectives

The first workshop on Knowledge Injection to and Extraction from Linked Data (KIELD2010 at EKAW 2010) will gather three prominent sub-communities of Knowledge Engineering and Management: Knowledge Modelling, Knowledge Discovery and Linked Data. The rapid growth of the Linked Data cloud, in parallel with on-the-fly design of relevant vocabularies, presents new opportunities for traditional research disciplines.

Most notably:

* Although the popular vocabularies reflect today needs, they sometimes lack deeper ontological reflections. State-of-the-art knowledge modelling, especially the pattern-based ontology design principles, could help connect Linked Data vocabularies to more sophisticated models, while keeping themselves simple. Furthermore, collaborative ontology design methodologies could find their way to the process of vocabulary design, currently undertaken by VoCamp communities and stand-alone groups.
* The linked data themselves represent a large and growing resource woven from numerous components. Empirical knowledge discovery in linked data, carried out by machine learning and data mining algorithms, could reveal interesting patterns on frequently used structures, which could then be fuelled back to the vocabulary design. Existing techniques for mining network-structured data, such as graph databases or web links, are likely to require adaptation so as to take account of links that are typed according to semantically rich and heterogeneous schemata.

Aside the EKAW 2010 conference itself, the workshop is informally associated with the series of WOP workshops - Workshops on Ontology Patterns. Participants of the previous successful WOP (1st edition at ISWC2009) are encouraged to submit to KIELD 2010.

By this interdisciplinary nature KIELD2010 aims at being of high interest for both researchers and practitioners of all three areas mentioned above. Furthermore, it will give space to ongoing and pioneering research activities, which would still be too preliminary as conference publications, although extremely hot as topics in the semantic technology field.
Key topics

The workshop welcomes research, application, and position papers on the following topics (non-exclusive):
Ontology engineering for Linked Data

* Methodologies
* Ontology patterns extraction
* Ontology patterns identification and discovery
* Pattern-based triplification
* Anti-patterns or worst practices

Data mining from Linked Data

* Entity recognition
* Link prediction
* Pattern mining
* Sequential patterns
* Rule mining

Linked Data in use

* Domain applications based-on linked data
* Linked data exploitation
* Interaction with linked data

Related Resources

ESWC 2019   The 16th Extended Semantic Web Conference
KGSWC 2019   1st Iberoamerican Knowledge Graph and Semantic Web Conference
AKBC 2019   1st Conference on Automated Knowledge Base Construction (AKBC)
ICWE 2019   19th International Conference on Web Engineering
SCSN 2019   International Workshop on Semantic Computing for Social Networks and Organization Sciences: from user information to social knowledge
ALLDATA 2019   The Fifth International Conference on Big Data, Small Data, Linked Data and Open Data
IJWSC 2018   International Journal on Web Service Computing
Text2Story 2019   Narrative Extraction from Texts (Text2Story), special issue of Information Processing and Management
AAAI-MAKE 2019   AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering
TMonJobAds 2018   Text Mining on Job Advertisements - Strategies for discovering valuable information from large corpora