CALL FOR PAPERS
Mining Data Semantics in Information Networks (MDS'2012) Workshop in
conjunction with SIGKDD2012 (http://www.sigkdd.org/kdd2012/)
August 12-16, 2012, Beijing, China.
- Keynote: Christos Faloutsos (Department of Computer Science, Carnegie Mellon University, USA)
- Invited Speakers:
Jure Leskovec, Stanford University, USA .
Hui Xiong, Rutgers, the State University of New Jersey, USA .
Yizhou Sun, University of Illinois at Urbana-Champaign, USA
- Best papers with significant extension will be invited to submit to a top
journal (indexed by Science Citation Index (SCI) with impact factor>2)
This workshop aims to motivate researchers and practitioners from
multidisciplinary fields to study the problem of mining semantics in
heterogeneous information networks. The recent efforts on converting and
generating semantic data provide large knowledge base for us to analyze and
practice now. The pressing needs coming from life science for integrating
and mining data provide an excellent opportunity to showcase the values of
semantic technologies for mining information networks. Recognizing the
research challenges, it is important for KDD, one of the most influential
venues for data mining research, to play a leading role and address that.
Unlike the other workshops which focus primarily on the algorithmic aspects,
the intent of this workshop is to continue the research effort on semantic
data mining, and to encourage the academia and industrial researchers to
share their study and experience on semantic data mining algorithms, theory
and applications. The objective of t!
he workshop is to the better collaboration, idea exchange, and information
sharing, a thorough analysis and mining on data semantics. The anticipated
outcome includes a fruitful discussion about the emerging challenges in this
field, inspiration of the novel theories for mining semantic graph data, and
motivating the interesting applications. The broader anticipated outcome
includes: fostering future research directions, publishing high quality
papers, attracting new researchers to this field, and concrete solutions to
the existing problems.
The workshop will provide a forum for researchers from all over the world to
share information on their latest investigations in semantic mining and its
application particularly in academic research area and industrial sectors.
The broader context of the workshop can be related in some respects to the
areas of Web Mining, Social Networks Analysis, Semantic Web, Information
Retrieval, and Natural Language Processing. In addition to paper
presentations and depending on time limitations, we will solicit an invited
talk or a panel that will stress the interdisciplinary challenges of
Semantic Graph Mining. Topics of interest include but are not limited to:
* Metadata integration;
* Classification and prediction in heterogeneous networks;
* Clustering and ranking methods for heterogeneous networks;
* Pattern-analysis methods;
* Link mining and link prediction;
* Semantic search over heterogeneous networks;
* Mining with user interactions;
* Semantic mining with light-weight reasoning;
* Extending LOD and Quality of LOD disambiguation, identity, provenance, integration;
* Personalized mining in hetereogeneous networks;
* Domain specific mining (e.g., Life Science and Health Care);
* Multi-scale visualization;
* Collective intelligence mining.
Important Dates
* Submission deadline: May 15th, 2012
* Notification of acceptance: June 7th, 2012
* Final papers due: June 15th, 2012
All papers submitted should have a maximum length of 8 pages and must be
prepared using the ACM camera-ready
templatehttp://www.acm.org/sigs/pubs/proceed/template.html. Authors are
required to submit their papers electronically in PDF format. The submission
website is http://www.easychair.org/conferences/?conf=mds2012.
Workshop Chairs:
Ying Ding, Indiana University, USA
Jiawei Han, University of Illinois at Urbana-Champaign, USA
Jie Tang, Tsinghua University, China
Philip Yu, University of Illinouis Chicago, USA
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