SIGMOD/PODS Workshop on Dynamic Networks Management and Mining
In conjunction with SIGMOD/PODS 2013
(New York, June 23, 2013)
Submission deadline: 22 FEBRUARY 2013
The First ACM SIGMOD Workshop on Dynamic Networks Management and Mining
(DyNetMM 2013), to be held in New York, USA in conjunction with
SIGMOD/PODS 2013, is a venue for novel research on management and mining
in networks that change over time. The aim of DyNetMM is to disseminate
results founded on database indexing, access methods and mining that
advance the state-of-the-art in analysis, query processing, prediction and
mining in time-evolving networks arising in social-computational systems,
biology, transportation and others.
Both theoretical and systems/application papers are welcome to DyNetMM.
The workshop's focus is on methods that draw from techniques in databases,
indexing and data mining to enable scalable analysis, query support and
mining for patterns in dynamic relational data. The validation and novelty
of the submissions should match the high standards established in the
database community.
===Topics===
Submissions on the following general topics are welcome:
- Query languages and query support for dynamic networks
* Dynamic reachability queries
* Dynamic subgraph queries
* Predictive queries
- Indexing dynamic networks
* Neighborhood indexing
* Reachability and proximity indexing
- Tracking and prediction
* Road networks
* Geo-social graphs
- Mining in dynamic networks
* Frequent patterns
* Conserved and evolving patterns
* Anomaly and novelty detection
* Evolutionary clustering
- Network streams management
- Summarization and compression of dynamic networks
- Generative and predictive models of dynamic network evolution
- Distributed computation on dynamic graphs
===Organization===
Workshop co-chairs:
Petko Bogdanov, University of California Santa Barbara
Leman Akoglu , Stony Brook University
Ambuj K. Singh, University of California Santa Barbara
Christos Faloutsos, Carnegie Mellon University
===Program Committee===
Amol Deshpande (U Maryland)
Ananthram Swami (Army Research Lab)
Arun Maiya (IDA)
Boleslaw K. Szymanski (RPI)
Hanghang Tong (IBM)
Kathy Macropol ( Arcadia U)
Lance Kaplan (Army Research Lab)
Mayank Lahiri (Google)
Misael Mogiovi (UCSB)
Mohammed Zaki (RPI)
Prithwish Basu (BBN)
Rajmonda Caceres (MIT Lincoln Lab)
Ram Ramanathan (BBN)
Tina Eliassi-Rad (Rutgers)
U Kang (CMU)
Vagelis Papalexakis (CMU)
Veljko Pejovic (U Birmingham, UK)
Xifeng Yan (UCSB)
0 comments:
Post a Comment