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Wednesday, 20 June 2012

3rd Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms (KDCloud 2012) @ ICDM 2012

Posted on 00:42 by Unknown

International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms (KDCloud, 2012)
In Cooperation with IEEE ICDM 2012, 10 December 2012, Brussels, Belgium.
http://www.ornl.gov/sci/knowledgediscovery/CloudComputing/KDCloud-12/
Call For Papers
Important Deadlines
Paper Submission
August 10, 2012
Acceptance Notice
October 01, 2012
Camera-Read Copy
October 15, 2012

The 2nd International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms (KDCloud, 2012) provides an international platform to share and discuss recent research results in adopting cloud and distributed computing resources for data mining and knowledge discovery tasks.
Synopsis: Processing large datasets using dedicated supercomputers alone is not an economical solution. Recent trends show that distributed computing is becoming a more practical and economical solution for many organizations. Cloud computing, which is a large-scale distributed computing, has attracted significant attention of both industry and academia in recent years. Cloud computing is fast becoming a cheaper alternative to costly centralized systems. Many recent studies have shown the utility of cloud computing in data mining, machine learning and knowledge discovery. This workshop intends to bring together researchers, developers, and practitioners from academia, government, and industry to discuss new and emerging trends in cloud computing technologies, programming models, and software services and outline the data mining and knowledge discovery approaches that can efficiently exploit these modern computing infrastructures. This workshop also seeks to identify the greatest challenges in embracing cloud computing infrastructure for scaling algorithms to petabyte sized datasets. Thus, we invite all researchers, developers, and users to participate in this event and share, contribute, and discuss the emerging challenges in developing data mining and knowledge discovery solutions and frameworks around cloud and distributed computing platforms.

Topics: The major topics of interest to the workshop include but are not limited to:
  • Programing models and tools needed for data mining, machine learning, and knowledge discovery
  • Scalability and complexity issues
  • Security and privacy issues relevant to data mining and knowledge discovery community
  • Best use cases: are there a class of data mining algorithms that best suit to cloud and distributed computing platforms
  • Performance studies comparing clouds, grids, and clusters
  • Performance studies comparing various distributed file systems for data intensive applications
  • Customizations and extensions of existing software infrastructures such as Hadoop for streaming, spatial, and spatiotemporal data mining and knowledge discovery
  • Applications: Earth science, climate, energy, business, text, web, logs, medical, biology, image and video.
Proceedings: Accepted papers will be included in a ICDM Workshop Proceedings volume, to be published by IEEE Computer Society Press, which will also be included in the IEEE Digital Library.

Paper Submission: This is an open call-for-papers. We invite both full papers (max 8 pages) describing mature work and short papers (max 6 pages) describing work-in-progress or case studies. Only original and high-quality papers conforming to the ICDM 2012 standard guidelines will be considered for this workshop. Detailed submission instructions are available at the KDCloud-12 (http://www.ornl.gov/sci/knowledgediscovery/CloudComputing/KDCloud-12/) website.

Proceedings: Accepted papers will be included in a ICDM Workshop Proceedings volume, to be published by IEEE Computer Society Press, which will also be included in the IEEE Digital Library.

Organizing Committee:

Program Chairs
Ranga Raju Vatsavai, Oak Ridge National Laboratory, USA
Sanjay Ranka, University of Florida, USA

Government, Industry and Publicity Chairs
Varun Chandola, Oak Ridge National Laboratory, USA
Karsten Steinhaeuser, University of Minnesota, USA

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Posted in 2012, call for papers, cloud computing, ieee, knowledge discovery, stcsn, workshop | No comments

Postdoctoral Position in Social Network Analysis at UC Irvine

Posted on 00:39 by Unknown
We invite applications for an NIH funded postdoctoral research position in conjunction with the project “Cascades of Network Structure and Function: Pathways to Adolescent Substance Use” with Cynthia Lakon (Assistant Professor, Program in Public Health) and Carter Butts (Associate Professor, Departments of Sociology and Statistics) at the University of California, Irvine.  This postdoctoral position has an expected term of 24-months (with the possibility of extension), conditional on satisfactory performance and availability of funding.  Earliest start date is August 1, 2012; applications will be considered until the position is filled.

This position is funded to carry out research on various aspects of adolescent network structure, social support, and adolescent substance use, including cigarette smoking, cannabis, and alcohol use.  The research work will entail using statistical and agent-based models within a dynamic network setting.  The postdoctoral scholar will be part of a multidisciplinary research team and will work in conjunction with other faculty, student, and postdoctoral researchers at the Center for Networks and Relational Analysis at UC Irvine.  This setting provides extensive opportunities to work both independently and in a team setting with researchers in disciplines ranging from public health and criminology to computer science and statistics.  Formal affiliation with the departments of Public Health, Sociology, or Statistics are  possible, depending on applicant interests and qualifications. 

The successful candidate will be expected to have a PhD, or a Masters degree and PhD submitted, at the time of taking up the position; degrees are expected to be in sociology, mathematics, applied mathematics, physics, computer science, statistics, public health, or a closely related discipline. The successful candidate will also have expertise in social network analysis or a related subject and expertise in one or more of these areas:  scientific computing, agent-based modeling, statistical simulation, or computational statistics.  Applicants with experience using statnet or RSiena are of particular interest. 

Applicants are required to send curriculum vitae, a statement of qualification for this specific postdoctoral position, a statement of research interests, and the names and contact information of three references.  Candidates should direct inquiries regarding this position and application material to:

Dr. Cynthia Lakon
Department of Population Health and Disease Prevention
Program in Public Health
Anteater Instruction & Research Office (AIRB)
653 E. Peltason Road
Suite 2010, 2nd Floor
University of California, Irvine
Irvine, CA 92697-3957
clakon@uci.edu

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Posted in 2012, job opening, postdoc, social network analysis | No comments

Tuesday, 19 June 2012

16th International Conference on Extending Database Technology (EDBT 2013)

Posted on 00:29 by Unknown

EDBT 2013
16th International Conference on Extending Database Technology, 
March 18-22, 2013, Genoa, Italy

http://edbticdt2013.disi.unige.it/

The International Conference on Extending Database Technology is a leading
international forum for database researchers, practitioners, developers, and
users to discuss cutting-edge ideas, and to exchange techniques, tools, and
experiences related to data management. Data management is an essential
enabling technology for scientific, engineering, business, and social
communities. Data management technology is driven by the requirements of
applications in applications across many scientific and business
communities, and runs on diverse technical platforms associated with the
web, enterprises, clouds and mobile devices. The database community has a
continuing tradition of contributing with models, algorithms and
architectures, to the set of tools and applications enabling day-to-day
functioning of our societies. Faced with the broad challenges of today's
applications, data management technology constantly broadens its reach,
exploiting new hardware and software to achieve inno!
vative results.

Important Dates

Abstract submission deadline: 19th October 2012
Paper submission deadline: 26th October 2012
Notification: 22nd December 2012
Camera-ready deadline: 23rd January 2013

Topics of Interest

We welcome papers on topics including, but not limited to, the following:

Availability, Reliability, and Scalability
Benchmarking and Performance Evaluation
Big Data
Complex Event Processing
Database Monitoring and Tuning
Data Curation, Annotation and Provenance
Data Management in Clouds
Data Models and Query Languages
Data Streams and Publish-Subscribe Systems
Data Structures and Indexing
Data Mining and Knowledge Discovery
Data Warehousing, OLAP, and ETL Tools
Database Design and Tuning
DBMS on emerging hardware architectures
Digital Libraries and Museums
Heterogeneous Databases and Interoperability
High-Performance Analytics
Middleware and Workflow Management
Parallel, Distributed and Grid Data Management
Personal Information Systems
Privacy and Security in Trustworthy Databases
Query Processing and Optimization
Semantic Web and Knowledge Management
Sensor and Mobile Data Management
Scientific and Statistical Databases
Social Networks and Analysis
Spatial, Temporal, and Geographic Databases
Text Databases and Information Retrieval
User Interfaces and Data Visualization
Web Information and Services
XML and Semistructured Databases

Types of Paper

The following two types of paper are considered:

* Research papers: these papers should not exceed 12 ACM pages, and will be
selected for inclusion in the programme on the basis of their originality,
significance and rigor.
* Extending Data Base Technology papers: these papers should not exceed 6
pages, and will be selected for inclusion in the programme principally on
the basis of their originality and significance.

The Extending Data Base Technology papers are a new feature for 2013, where
the goal is to enable discussion of visionary ideas, risky approaches or
emerging applications that will require extensions to established
techniques. Both types of paper will receive oral presentations, and there
will also be a poster session to enable fuller discussion of the Extending
Data Base Technology papers.

Additional Activities

EDBT is co-located with the International Conference on Database Theory. In
addition to research papers, the programme includes keynotes, workshops,
demonstrations, tutorials and an industrial/application track. For further
details please see: http://edbticdt2013.disi.unige.it/

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Posted in 2013, call for papers, conference, data management, data mining, data streams, database | No comments

Monday, 18 June 2012

Post-doctoral Fellowship in Cloud Computing and Distributed Systems, Umeå, Sweden

Posted on 04:11 by Unknown
Umeå University
Department of Computing Science
Post-doctoral Fellowship in Cloud Computing and Distributed Systems

The Department of Computing Science at Umeå University is seeking an
outstanding candidate for a post-doctoral fellowship in cloud computing and
distributed systems. The ideal candidate would like to find innovative
solutions and make specific contributions in resource management for large
scale distributed Internet services. Topics of interest include algorithms
and mechanisms for fault tolerant and resilient cloud services, distributed
storage systems, and novel approaches to managing distributed systems.

For more information on the group and ongoing projects see
www.cloudresearch.org.

For instructions on how to apply see:
http://www.umu.se/english/about-umu/news-events/grants/223-1509-12.


For further information, please contact primarily Francisco
Hernandez-Rodriguez (francisco@cs.umu.se) or Erik Elmroth
(elmroth@cs.umu.se). Deadline is August 25, 2012.

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Posted in 2012, cloud computing, job opening, postdoc | No comments

Postdoc/Research Engineer positions on Social Network Data Mangement and Processing

Posted on 00:33 by Unknown
Postdoc/Research Engineer positions on Social Network Data Mangement and Processing

Our group has actively published papers in top conferences in SIGMOD and VLDB.
Please refer to our web page at http://www-db.knu.ac.kr

We are looking for young and excellent researchers with a strong background in databases and/or data mining. Our goal is to develop a graph database engine which efficiently manage and process social network data. Previous postdocs have published papers in VLDB and SIGMOD under supervision of Professor Wook-Shin Han.

1) Strong implementation skills, 2) excellent communication, and 3) influencing abilities in English are also highly required.

We also welcome postdocs from Korea.

The yearly salary is 30,000,000 Won. (Note that the living expense in Daegu is much cheaper than Seoul.
For example, rental cost for a studio near the university is about 3,000,000 Won for one year.
The cost of one meal is about 3,500 ~ 5,000 Won.) We expect that the position will last for at least one year.

Please send your cv to Professor Han (wshan@knu.ac.kr).

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Posted in 2012, data management, job opening, postdoc, social network analysis, stcsn | No comments

Friday, 15 June 2012

29th IEEE International Conference on Data Engineering (ICDE 2013)

Posted on 02:45 by Unknown

CALL FOR RESEARCH AND INDUSTRY PAPERS
ICDE 2013: 29th IEEE International Conference on Data Engineering

SPONSORED BY THE IEEE COMPUTER SOCIETY

SOFITEL BRISBANE CENTRAL HOTEL, BRISBANE, AUSTRALIA, APRIL 8-11 2013

http://www.icde2013.org
Submissions: https://cmt.research.microsoft.com/ICDE2013

The annual ICDE conference addresses research issues in designing, building,
managing, and evaluating advanced data-intensive systems and applications.
It is a leading forum for researchers, practitioners, developers, and users
to explore cutting-edge ideas and to exchange techniques, tools, and
experiences. We invite the submission of original research contributions and
industrial papers, as well as proposals for workshops, panels, tutorials,
and demonstrations.
ICDE 2013 will be held in Brisbane, Australia, April 8-11, 2013. Brisbane is
the capital city of the state of Queensland. The conference will be held at
the Sofitel Hotel in the center of Brisbane.

------------------------------------------------
SUBMISSION GUIDELINES:
------------------------------------------------
All submissions must be prepared in the IEEE camera-ready format and
submitted to the CMT system at https://cmt.research.microsoft.com/ICDE2013.
Research and industrial paper submissions are limited to 12 pages. A paper
submitted to ICDE 2013 cannot be under review for any other conference or
journal during the entire time it is considered for ICDE 2013, and it must
be substantially different from any previously published work (other than
posters or short papers with a length of up to 4 pages when converted into
the IEEE format). Submissions to the industrial program may be paper-length
or extended abstracts of 1-2 pages. They should present interesting aspects
of commercial products and services and lessons learned from practical
usage, not research results or prototypes from industry labs.

Submissions are reviewed in a single-blind manner. Authors of research
papers will have an opportunity to give concise feedback on preliminary
reviews within a one-week time window.

All accepted papers will appear in the proceedings. The online proceedings
may be published as early as February 1, 2013. Accepted papers will be 12
pages long. The best papers will be selected for extended versions to be
published in the IEEE Transactions on Knowledge and Data Engineering. IEEE
reserves the right to exclude a paper from distribution after the conference
(e.g., removal from IEEE Xplore) if the authors do not attend the conference
to present their paper.

Formatting instructions and LaTeX macros are now available for download:
Important note: Only submissions in PDF format are accepted.

Call for proposals for demos, seminars (tutorials), and workshops are to be
issued separately.

------------------------------------------------
IMPORTANT DATES FOR RESEARCH AND INDUSTRIAL PAPERS
------------------------------------------------

Abstract due: July 16, 2012
Full paper submissions due: July 23, 2012 Notification to authors: October
14, 2012 Final versions due: November 30, 2012
Conference: April 8-11, 2013

------------------------------------------------
CONFERENCE ORGANIZATION
------------------------------------------------

GENERAL CHAIRS

Rao Katagiri (University of Melbourne, Australia)
Beng Chin Ooi (National University of Singapore, Singapore)

PROGRAM COMMITTEE CHAIRS

Christian S. Jensen (Aarhus University, Denmark)
Chris Jermaine (Rice University, USA)
Xiaofang Zhou (University of Queensland, Australia)

WORKSHOPS CHAIRS

Chee Yong Chan (National University of Singapore, Singapore)
Kjetil Nørvåg (Norwegian University of Science and Technology,
Norway)

PROCEEDINGS CHAIRS

Jiaheng Lu (Renmin University of China, China)
Egemen Tanin (University of Melbourne, Australia)

INDUSTRIAL PROGRAM CHAIRS

Sang Cha (Seoul National University, Korea)
Haixun Wang (Microsoft Research Asia, China)

SEMINAR/TUTORIAL CHAIR

Alexandros Librinidis (University of Pittsburgh, USA)

PANEL CHAIR

Jun Yang (Duke University, USA)

DEMO CHAIRS

Yoshiharu Ishikawa (Nagoya University, Japan)
Yanchun Zhang (Victoria University, Australia)
Rui Zhang (University of Melbourne, Australia)

POSTER CHAIR

Wook-Shin Han (Kyungpook National University, Korea)

LOCAL ORGANIZATION CHAIRS

Heng Tao Shen (University of Queensland, Australia)
Shazia Sadiq (University of Queensland, Australia)

FINANCE CHAIR

Marta Indulska (University of Queensland, Australia)

WEB AND PUBLICITY CHAIR

Mohamed Sharaf (University of Queensland, Australia)

------------------------------------------------
PROGRAM COMMITTEE TRACK CHAIRS
------------------------------------------------

DATA WAREHOUSING, ANALYTICS, MAPREDUCE, AND BIG DATA
Wolfgang Lehner (Dresden University of Technology, Germany)

DATA INTEGRATION, METADATA MANAGEMENT, INTEROPERABILITY
Xin (Luna) Dong (AT&T Labs - Research, USA)

DATA MINING AND KNOWLEDGE DISCOVERY: ALGORITHMS
Jian Pei (Simon Fraser University, Canada)

DATA MINING AND KNOWLEDGE DISCOVERY: APPLICATIONS
Srinivasan Parthasarathy (Ohio State University, USA)

CLOUD INFRASTRUCTURE AND MOBILE, DISTRIBUTED, AND PEER-TO-PEER DATA
MANAGEMENT
Panos Chrysanthis (University of Pittsburgh, USA)

INDEXING AND STORAGE
Paul Larson (Microsoft Research, USA)

PRIVACY AND SECURITY
Pierangela Samarati (University of Milan, Italy)

QUERY PROCESSING AND QUERY OPTIMIZATION
Amol Deshpande (University of Maryland, USA)

SCIENTIFIC DATA AND DATA VISUALIZATION
Magda Balazinska (University of Washington, USA)

SEMISTRUCTURED DATA, RDF, XML
Jeffrey Xu Yu (The Chinese University of Hong Kong, China)

SOCIAL NETWORKS, WEB, AND PERSONAL INFORMATION MANAGEMENT
Xifeng Yan (University of California at Santa Barbara, USA)

SPATIAL, TEMPORAL, AND MULTIMEDIA DATA
Simonas Saltenis (Aalborg University, Denmark)

STREAMS, SENSOR NETWORKS, AND COMPLEX EVENTS PROCESSING
Nesime Tatbul (ETH Zurich, Switzerland)

SYSTEMS, PERFORMANCE, AND TRANSACTION MANAGEMENT
Alan Fekete (University of Sydney, Australia)

TEXT, GRAPHS, AND SEARCH
Vagelis Hristidis (University of California at Riverside, USA)

UNCERTAIN AND PROBABILISTIC DATA
Xuemin Lin (University of New South Wales, Australia)

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Posted in 2013, call for papers, cloud computing, conference, data mining, database, multimedia semantics, privacy, social network analysis, social search | No comments

Thursday, 14 June 2012

PhD student position on "Collective Intelligence", L3S Research Center, Hannover, Germany

Posted on 05:13 by Unknown

The L3S Research Center, Hannover, Germany, invites applications for a position as a

PhD student position (salary scale 13 TV-L)

to be appointed as soon as possible. The position is initially limited until
December 31, 2013 with the possibility for renewal.

== Responsibilities and duties ==
In the context of an upcoming international research project led by the L3S.
The project aims at discovering and capturing human activities and
perceptions in the Web and on mobile devices by exploiting and developing
novel methods for retrieval, classification, aggregation, and presentation.

== Employment conditions ==
We expect an outstanding Diploma or M.Sc. in Computer Science. You should
possess good knowledge in one or several of the following areas:
* Processing of sensor data on mobile devices
* Exploitation of data-intensive applications and (distributed) software
* Retrieval and mining of data from the social web
* Information extraction and classification approaches
* Natural language processing
Good proficiency in English is expected. German language skills are useful,
but not mandatory. International experience during your studies or
afterwards, as well as good social and communication skills, are helpful.

Part-time employment is possible.

As an equal opportunities employer, Leibniz Universität Hannover intends to
promote women and men in the context of statutory requirements. For this
reason suitably qualified women are specifically invited to apply. Equally
qualified applicants with disabilities will be given preferential treatment.

Please submit your application under the heading "Activities"
including the usual documents as well as a list of references, preferably by
email, until July 15, 2012 to:
Gottfried Wilhelm Leibniz Universität Hannover Forschungszentrum L3S Prof.
Dr. Wolfgang Nejdl Appelstraße 9a
30167 Hannover/Germany
jobs@L3S.de
http://www.L3S.de/
http://www.uni-hannover.de/jobs

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Posted in 2012, collective intelligence, data mining, doctoral research, job opening, web science | No comments
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