/ExampleSearcher

The origianl code for Example Searcher: A Spatial Query System via Example, ICDE 2023

Primary LanguageJavaScriptGNU General Public License v3.0GPL-3.0

ExampleSearcher

This is the original code for "Example Searcher: A Spatial Query System via Example", ICDE 2023 Demo

Paper | Video | GitHub

Abstract

Location search in spatial services such as online maps nowadays is usually based on criteria filtering methods. Due to its algorithmic design, the traditional method only searches for one target location per query, ignoring the relation among multiple objects. In large-scale tasks of finding a number of targets, it is particularly inconvenient as users are required to specify each criterion. To address this issue, we present Example Searcher, a system that allows users to search more efficiently in such tasks. Example Searcher adopts a novel way of location search that allows rich and interactive user inputs and searches for multiple target locations simultaneously. The system is powered by the state-of-the-art spatial search algorithm LORA, which efficiently performs spatial queries and searches for a set of locations that are similar to the given input examples as a whole.

Citing

If you find this work useful, please cite our paper:

Jun Xuan Yew, Ningyi Liao, Dingheng Mo, Siqiang Luo.
“Example Searcher: A Spatial Query System via Example”.
IEEE 39th International Conference on Data Engineering (ICDE) Demo, 2023.
doi:10.1109/ICDE55515.2023.00286.

@inproceedings{Yew2023example,
  title={{Example Searcher}: A Spatial Query System via Example},
  author={Yew, Jun Xuan and Liao, Ningyi and Mo, Dingheng and Luo, Siqiang},
  booktitle={2023 IEEE 39th International Conference on Data Engineering (ICDE)},
  pages={3635-3638},
  year={2023},
  month={4},
  publisher={IEEE},
  url = {https://ieeexplore.ieee.org/document/10184622},
  doi = {10.1109/ICDE55515.2023.00286}
}

Usage

Please refer to ReactREADME.md.