posted by user: dvallet || 6704 views || tracked by 19 users: [display]

USEWOD 2012 : 2nd Workshop on: USAGE ANALYSIS AND THE WEB OF DATA (USEWOD2012) & USEWOD DATA CHALLENGE

FacebookTwitterLinkedInGoogle

Link: http://data.semanticweb.org/usewod/2012/
 
When Apr 16, 2012 - Apr 17, 2012
Where Lyon, France
Submission Deadline Feb 15, 2012
Categories    semantic web   user modelling   data mining   information retrieval
 

Call For Papers

=============== First Call for Papers ===============

2nd Workshop on: USAGE ANALYSIS AND THE WEB OF DATA (USEWOD2012)
& USEWOD DATA CHALLENGE

Workshop at WWW 2012 – Lyon, France, 16 or 17 April 2012
http://data.semanticweb.org/usewod/2012/


Overview
========
The purpose of this workshop is to investigate new developments concerning the synergy between semantics and semantic-web technology on the one hand, and the analysis and mining of usage data on the other hand. Semantics can be used to enhance the analysis of usage data. Usage data analysis can enhance semantic resources as well as Semantic Web applications. Traces of users can be used to evaluate, adapt or personalize Semantic Web applications and logs can form valuable resources from which semantic knowledge can be extracted bottom-up.

The emerging Web of Data demands a re-evaluation of existing evaluation techniques: the Linked Data community is recognizing that it needs to move `beyond triple countsʼ. Usage analysis is a key method for the evaluation of a datasets and applications. New ways of accessing information enabled by the Web of Data requires the development or adaptation of algorithms, methods, and techniques to analyze and interpret the usage of Web data instead of Web pages. The results can provide fine-grained insights into how semantic datasets and applications are being accessed and used by both humans and machines – insights that are needed for optimising the design and ultimately ensuring the success of semantic resources.


Data Challenge
==============
In addition to regular papers, USEWOD2012 includes a data challenge. We will release a dataset of usage data (server log files) from Linked Open Data sources. This year's challenge will be even more exiting than the USEWOD2011 challenge, as we add log files from two new linked data sources: LinkedGeoData.org and Bio2Rdf.org. In addition, new logfiles will be provided from the two sources of the USEWOD2011 dataset: Semantic Web Dog Food (data.semanticweb.org) and DBpedia (dbpedia.org). Participants are invited to present interesting analyses, applications, alignments, etc. for these datasets, and to submit their findings as a Data Challenge paper. A price will be awarded to the best contribution.


Topics of interest
==================
USEWOD2012 welcomes all research that combines usage data and the web of data, for instance work on:
* Analysis and mining of usage logs of semantic resources and applications.
* Inferring semantic information from usage logs.
* Methods and tools for semantic analysis of usage logs.
* Representing and enriching usage logs with semantic information.
* Usage-based evaluation methods and frameworks; gold standards for evaluation of web applications.
* Specifics and semantics of logs for content-consumption and content-creation.
* Using semantics for recommendation, personalization and adaptation.
* Usage-based recommendation, personalization and adaptation of semantic web applications.
* Exploiting usage logs for semantic search.
* Data sharing, privacy, and privacy-protecting policies and techniques.



Important dates
===============
* Release of Dataset for the USEWOD2012 Challenge: 15 December 2011
* Paper submission deadline: 15 February 2012
* Workshop and Prize for USEWOD Challenge: 16 or 17 April 2012


Submission
=========
The page limit for regular as well as challenge papers is 8 pages, but we also welcome shorter contributions. Papers should be formatted in ACM format (http://www.acm.org/sigs/publications/proceedings-templates). Visit http://data.semanticweb.org/usewod/2012/ for submission information.


Workshop chairs
===============
* David Vallet, Universidad Autonoma de Madrid, Spain
* Knud Moeller, Talis Systems Ltd, Birmingham, UK
* Markus Luczak-Roesch, Freie Universitaet Berlin, Germany
* Vera Hollink, Centre Mathematics and Computer Science, Amsterdam, The Netherlands
* Laura Hollink, Delft University of Technology, The Netherlands
* Bettina Berendt, K.U. Leuven, Belgium
---) Please contact us at usewod2012-chairs@googlegroups.com


Program committee
===============
See the workshop web page: http://data.semanticweb.org/usewod/2012/

Related Resources

ICDM 2021   21th Industrial Conference on Data Mining
WSDM 2021   14th ACM Conference on Web Search and Data Mining
WWW 2021   International World Wide Web Conferences
MLDM 2021   17th International Conference on Machine Learning and Data Mining
ICDE 2021   International Conference on Data Engineering
FDAE_AI_BDA 2020   Special Issue on Forensics Data Analytics Enhancement via Artificial Intelligences and Big Data Analytics
MDA AI&PR 2021   16th International Conference on Mass Data Analysis of Images and Signals in Artificial Intelligence and Pattern Recognition
ECIR 2021   European Conference on Information Retrieval
BFNDMA 2020   Big Food and Nutrition Data Management and Analysis
DMA 2021   7th International Conference on Data Mining and Applications