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SWJ-QALD 2014 : Semantic Web Journal: Special Issue on Question Answering over Linked Data

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Link: http://www.semantic-web-journal.net/blog/call-papers-special-issue-question-answering-over-linked-data
 
When N/A
Where N/A
Submission Deadline Dec 28, 2014
Categories    semantic web   question answering   linked data   natural language processing
 

Call For Papers

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Semantic Web Journal
Special Issue on Question Answering over Linked Data
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The importance of the Semantic Web as a knowledge source is rapidly increasing. It is also gaining significant industrial relevance amongst content providers and search engine vendors. However, although the amount of linked data is growing, it is still used mostly by Semantic Web experts. One of the main reasons is that accessing the billions of RDF triples already available requires proficiency in the query language SPARQL as well as familiarity with the datasets available and their underlying schemas. These obstacles leave much of the available semantic knowledge inaccessible for most humans, which in turn diminishes the opportunities for its exploitation.

As a result, there is a growing amount of research on interaction paradigms that allow end users to access linked data and hide the complexity of Semantic Web standards behind an easy-to-use interface. Especially question answering systems play a major role, as they allow users to express arbitrarily complex information needs in an intuitive fashion and, at least in principle, in their native language.

The key challenge in providing end users with multilingual access to structured, linked data lies in interpreting the user's information need expressed in natural language with respect to the data that is queried. This involves challenges different from question answering over free text. In particular it requires dealing with the gap between natural language and data models, with distributed, heterogeneous datasets, and the use of background information and reasoning.

We solicit original papers addressing the challenges involved in question answering over linked data, presenting resources and tools to support question answering over linked data, or describing question answering systems and applications.


Particular topics of interest include (but are not restricted to):
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* Natural language analysis
* Term matching and entity disambiguation
* Language resources for question answering (data as well as open-source software)
* SPARQL query generation
* Discovery of semantic sources
* Dealing with data and schema heterogeneity
* Dealing with incompleteness and inconsistencies
* Answer aggregation
* Answer rendering
* Providing justifications of answers and conveying trust
* User feedback and interaction
* Scalability and indexing of large datasets
* Knowledge base design for question answering
* Reasoning for question answering
* Keyword-based approaches


Submissions
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Deadline (extended): December 28, 2014

Submissions shall be made through the Semantic Web journal website at http://www.semantic-web-journal.net. Prospective authors must take notice of the submission guidelines posted at http://www.semantic-web-journal.net/authors. Note that you need to request an account on the website for submitting a paper. Please indicate in the cover letter that it is for the "Question Answering over Linked Data" special issue.

Submissions are possible in all standing paper type of the journal, see http://www.semantic-web-journal.net/authors for descriptions: full research papers, system descriptions, tool and dataset descriptions, surveys, application reports.


Guest Editors
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* Christina Unger (CITEC, Bielefeld University)
* Axel-Cyrille Ngonga Ngomo (AKSW, University of Leipzig)
* Philipp Cimiano (CITEC, Bielefeld University)
* Sören Auer (University of Bonn, Fraunhofer IAIS)
* George Paliouras (NCSR Demokritos, Greece)

The guest editors can be contacted at qald_swj@googlegroups.com

Related Resources

WWW- SVQA 2018   Challenge@WWW 2018: Semantic Visual Question Answering
COLING 2018   The 27th International Conference on Computational Linguistics (COLING 2018)
NLIWOD & QALD 8 2017   NLIWOD and QALD 8 challenge - The Third International Workshop on Natural Language Interfaces for the Web of Data & 8th Question Answering over Linked Data challenge
ISWC 2018   17th International Semantic Web Conference
NAACL HLT 2018   The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
ESWC 2018   The 18th Extended Semantic Web Conference
QALD 2017   7th Question Answering over Linked Data Challenge
(Call for papers)QALD@ESWC 2017   7th Question Answering over Linked Data Challenge
ANTJ 2017   Advanced Nanoscience and Technology: An International Journal
DMS 2018   9th International Conference on Database Management Systems