These proceedings contain the papers selected for presentation at the third edition of the ACM Workshop on GeoStreaming (IWGS 2012) which is being held in conjunction with the ACM SIGSPATIAL GIS conference.
Real-time stream data acquisition through sensors and imagery devices has been widely used in many applications. In addition to the temporal nature of stream data, various sources provide stream data that has geographical locations and/or spatial extents such as point coordinates, lines, or polygons. Thanks to advances in geosensing technologies, researchers in the geospatial community have been able to acquire huge amounts of streamed sensor data. On one hand, this amount of streamed data has been a major propeller to advance the state of the art in geographic information systems. On the other hand, the ability to process, mine, and analyze that massive amount of data in a timely manner prevented researchers from making full use of the incoming stream data. The geostreaming term refers to the ongoing effort in academia and industry to process, mine and analyze stream data with geographic and spatial information.
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An approach to query relaxation using ontologies in a GIS-based archiving system
The MonArch Digital Archiving System is a metadata repository designed for the storage, management and retrieval of digital documents and digital information in general. In contrast to conventional document management systems, the MonArch System uses ...
Finding homogeneous groups in trajectory streams
Trajectory data streams are huge amounts of data pertaining to time and position of moving objects. They are continuously generated by different sources exploiting a wide variety of technologies (e.g., RFID tags, GPS, GSM networks). Mining such amount ...
Similarity measurement of moving object trajectories
To study the similarity between moving object trajectories is important in many applications, e.g., to find the clusters of moving objects which share the same moving pattern, and infer the future locations of a moving object from its similar ...
Models for half-direction based part-whole relationships
We present a conceptual framework for interpreting text phrases such as "in central northern Bahia" and "in northern central Bahia" as spatial element of geographic information retrieved from text. Our approach allows spatial computations with such ...
Trajectories for novel and detailed traffic information
Trajectories based on GPS tracks have been studied for a number of years but only to a limited degree been used for analyzing and monitoring traffic. This paper shows how novel and important information about traffic can be computed from trajectories. ...
A spatial approach to morphological feature extraction from irregularly sampled scalar fields
Several algorithms have recently been introduced for morphological analysis of scalar fields (terrains, static and dynamic volume data) based on a discrete version of Morse theory. However, despite the applicability of the theory to very general ...
MONET: modeling and querying moving objects in spatial networks
Data about moving objects is being collected in many different application domains with the help of sensor networks, and GPS-enabled devices. In most cases, the moving objects are not free to move, they are usually restricted by some spatial constraints ...
Techniques to protect privacy against inference attacks in location based services
In this paper, we study potential inference attacks targeting Location Based Service (LBS) users, and provide heuristic defense techniques to protect their privacy against such attacks.
Having access to supplemental information such as subsequent query ...
Differential private trajectory protection of moving objects
Location privacy and security of spatio-temporal data has come under high scrutiny in the past years. This has rekindled enormous research interest. So far, most of the research studies that attempt to address location privacy are based on the k-...
Evaluation of spatial relations in watermarked geospatial data
Due to rapid growth of distributed network and Internet, it becomes easy for data providers and users to access, manage, and share voluminous geospatial data in digital form through geostreaming methods. The increased availability of tools and ...
A spatial decision support system for the Portuguese public transportation sector
SIGGESC is a spatial decision support system (SDSS), based on a Geographic Information System (GIS), directed towards the public transportation sector. This SDSS contributes to a paradigm shift at the Portuguese Transportation Authority (IMTT) in terms ...
A method for constructing 3D traveling routes from GPS navigation data
In this paper we present a novel algorithm for constructing 3D vector maps for off road navigation using GPS track recordings. The algorithm treats the GPS track recordings as a point cloud and performs track clustering by iteratively aggregating the ...
CudaGIS: report on the design and realization of a massive data parallel GIS on GPUs
We report the preliminary design and realization of a high-performance, general purposed, parallel GIS (CudaGIS), based on the General Purpose computing on Graphics Processing Units (GPGPU) technologies. Still under active developments, CudaGIS ...
OCEANUS: a spatio-temporal data stream system prototype
Recent advances in wireless communication, miniaturization of spatially enabled devices and global navigation satellite systems (GNSS) services have resulted in a large number of novel application domains. Applications in these novel domains (moving ...
Streaming driving behavior data
People's driving behavior patterns have significant effects on the modern transportation systems. Public safety, traffic congestions, driving convenience are all affected by the driver's behaviors on the road. With the recent developments in data ...
Using skyline query and information retrieval for implicit location and preference based recommendation
Location and preference based recommendation could provide mobile user with his personalized interesting information. Mobile user does not always provide all attributes of his preference or query, especially when he is moving. The recommendation system ...
- Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoStreaming
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Acceptance Rates
Year | Submitted | Accepted | Rate |
---|---|---|---|
IWGS '11 | 9 | 7 | 78% |
Overall | 9 | 7 | 78% |