Noise Prediction for Geocoding Queries using Word Geospatial Embedding and Bidirectional LSTM.
Tin VuSolluna LiuRenzhong WangKumarswamy ValegerepuraPublished in: SIGSPATIAL/GIS (2020)
Keyphrases
- query words
- query processing
- query language
- prediction accuracy
- noisy data
- prediction model
- web search engines
- missing data
- query evaluation
- compound words
- efficient processing
- noise level
- database
- range queries
- retrieval systems
- signal to noise ratio
- database queries
- geospatial data
- vector space
- n gram
- data model
- concept space
- prediction algorithm
- spatial data
- data sources
- user queries
- translation model
- recurrent neural networks
- stop words
- text queries
- noise reduction