Title :
Back end support for information retrieval of trajectory dataset: Case study: Iceberg movements in Antarctica
Author :
Iswari, Lizda ; Turdukulov, Ulanbek ; Morales, Javier
Author_Institution :
Inf. Dept., Univ. Islam Indonesia, Yogyakarta, Indonesia
Abstract :
Trajectory is defined as a movement of an object in space and time, which consists of a set of spatial and temporal data. Exploration of this dataset can be used to extract the movement behaviour of moving objects that is previously unknown. This research proposes several alternatives on how to retrieve information from trajectory dataset in a database system with the Antarctic´s iceberg movements as a case study. There are two types of back end support are implemented, i.e. for data preprocessing and data extraction. Data pre-processing deals with managing data at the initial stage of data storage, update and consistency check. Data extraction deals with information that can be retrieved from trajectory, i.e. the geometric properties, such as lifespan, average speed, and moving direction, and the specific need of application, such as iceberg event detection.
Keywords :
feature extraction; geophysics computing; information retrieval; position control; sea ice; spatiotemporal phenomena; visual databases; Antarctica iceberg movement; back end support; data extraction; data preprocessing; data storage; database system; geometric property; iceberg event detection; information retrieval; moving object; spatial data; temporal data; trajectory dataset; Antarctica; Data mining; Data models; Databases; Knowledge engineering; Prototypes; Trajectory; calving; iceberg; outliers; trajectory;
Conference_Titel :
Knowledge Engineering, 2010 8th International Conference on ICT and
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-9874-1
Electronic_ISBN :
2157-0981
DOI :
10.1109/ICTKE.2010.5692913