(Apologies for multiple/cross-postings)
International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM-08)
In Cooperation with IEEE ICDM 2008, 15 December 2008, Pisa, Italy
Call For Papers
August 10, 2008
Sept. 15, 2008
Oct. 07, 2008
Synopsis: With advances in remote sensors, sensor networks, and the proliferation of location sensing devices in daily life activities and common business practices, the generation of disparate, dynamic, and geographically distributed spatiotemporal data has exploded in recent years. In addition, significant progress in ground, air- and space-borne sensor technologies has led to an unprecedented access to earth science data for scientists from different disciplines, interested in studying the complementary nature of different parameters. These developments are quickly leading towards a data-rich but information-poor environment. The rate at which geospatial data are being generated clearly exceeds our ability to organize and analyze them to extract patterns critical for understanding in a timely manner a dynamically changing world. Computer science and geoinformatics are collaborating in order to address these scientific and computational challenges and provide innovative and effective solutions.
More specifically, efficient and reliable data mining techniques are needed for extracting useful geoinformation from large heterogeneous, often multi-modal spatiotemporal datasets. Traditional data mining techniques are ineffective as they do not incorporate the idiosyncrasies of the spatial domain, which include (but are not limited to) spatial autocorrelation, spatial context, and spatial constraints. Extracting useful geoinformation from several terabytes of streaming multi-modal data per day also demands the use of modern computing in all its forms. Thus, we invite computer science and geoinformatics researchers to participate in this event in order to share, contribute, and discuss the emerging challenges in spatial and spatiotemporal data mining.
Topics: The major topics of interest to the workshop include but are not limited to:
Paper Submission: This is an open call-for-papers. Only original and high-quality papers conforming to the ICDM 2008 standard guidelines (maximum 10 pages), will be considered for this workshop. Papers should be submitted using the ICDM workshop paper submission form (http://wi-lab.com/cyberchair/icdm08/scripts/ws_submit.php). In case if there is any problem with uploding your paper, email your manuscript to email@example.com before the deadline.
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. In addition, selected papers are going to be included in a planned journal special issue.
Shashi Shekar, University of Minnesota
Peggy Agouris, George Mason University
|Proceedings and Publicity Chairs
Jin Soung Yoo, Indiana University Purdue University
Carlotta Domeniconi, George Mason University
Jessica Lin, George Mason University
Guido Cervone, George Mason University
Ranga Raju Vatsavai, Oak Ridge National Laboratory
Program Committee: (To be confirmed soon)
Annalisa Appice, University of Bari, Italy
Maurizio Atzori, KDDLAB ISTI/CNR, Italy
Miriam Baglioni, University of Pisa, Italy
Daniel Barbara, George Mason University
Peter Baumann, Jacobs University Bremen, Germany
Vania Bogorny, Universidade Federal do Rio Grande do Sul, Brasil
Sanjay Chawla, University of Sydney, Australia
Reynold Cheng, Hong Kong Polytechnic University
Arie Croitoru, The University of Alberta, Canada
Ke Deng , The University of Queensland, Australia
Matt Duckham, University of Melbourne, Australia
Surya Durbha, Mississippi State, USA
Luca Delle Monache, Lawrence Livermore Laboratory, USA
Wei Ding, University of Houston-Clear Lake, USA
Pasquale Franzese, George Mason University, USA
Dimitris Gunopulos, University of California, Riverside, USA
Auroop Ganguly, Oak Ridge National Laboratory, USA
Angelica Garcia Gutierrez, Jacobs University Bremen, Germany
Vana Kalogeraki, University of California, Riverside, USA
Panos Kalnis, National University of Singapore
Chandrika Kamath, Lawrence Livermore National Laboratory, USA
Eamonn Keogh, University of California, Riverside, USA
Vipin Kumar, University of Minnesota, USA
Andreas Lattner, Frankfurt University, Germany
Ki-Joune Li, Pusan National University, Korea
Giuseppe Manco, ICAR-CNR Cosenza, Italy
Michael May, IAIS, Fraunhofer-Gesellshaft, Germany
Amy McGovern, University of Oklahoma, USA
Mohamed Mokbel, University of Minnesota, U.S.A.
Dimitar Ouzounov, NASA, USA
Liviu Panait, Google Inc, USA
Dimitris Papadias, Hong Kong University of Science and Technology, China
Anthony M. Filippi, Texas A&M University, USA
Chotirat Ann Ratanamahatana, Chulalongkorn University, Thailand
Chinya V. Ravishankar, UC Riverside, U.S.A.
Alessandra Rafaeta, Venezia University, Italy
Falko Schmid, Cognitive Systems, Universitt Bremen, Germany
Anthony Stefanidis, George Mason University, USA
Cyrus Shahabi, University of Southern California, U.S.A.
Michail Vlachos, IBM Research, U.S.A.
Monica Wachowicz, Wagheningen University, The Netherlands
Best Paper Award: Sponsored by the Oak Ridge National Laboratory