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04/13/2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
Large pre-trained models, also known as foundation models (FMs), are tra...
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01/31/2023
TopoBERT: Plug and Play Toponym Recognition Module Harnessing Fine-tuned BERT
Extracting precise geographical information from textual contents is cru...
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10/20/2022
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research
Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field...
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07/04/2022
Location reference recognition from texts: A survey and comparison
A vast amount of location information exists in unstructured texts, such...
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02/26/2022
The role of alcohol outlet visits derived from mobile phone location data in enhancing domestic violence prediction at the neighborhood level
Domestic violence (DV) is a serious public health issue, with 1 in 3 wom...
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11/07/2021
A Review of Location Encoding for GeoAI: Methods and Applications
A common need for artificial intelligence models in the broader geoscien...
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12/05/2020
Aligning geographic entities from historical maps for building knowledge graphs
Historical maps contain rich geographic information about the past of a ...
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09/27/2020
How do people describe locations during a natural disaster: an analysis of tweets from Hurricane Harvey
Social media platforms, such as Twitter, have been increasingly used by ...
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07/16/2020
Starting with data: advancing spatial data science by building and sharing high-quality datasets
Spatial data science has emerged in recent years as an interdisciplinary...
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07/15/2020
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform
Geoparsing is an important task in geographic information retrieval. A g...
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07/09/2020
Enhancing spatial and textual analysis with EUPEG: an extensible and unified platform for evaluating geoparsers
A rich amount of geographic information exists in unstructured texts, su...
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07/04/2020
Building benchmarking frameworks for supporting replicability and reproducibility: spatial and textual analysis as an example
Replicability and reproducibility (R R) are critical for the long-term...
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08/27/2019
Artificial Intelligence Approaches
Artificial Intelligence (AI) has received tremendous attention from acad...
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09/15/2018
Geo-Text Data and Data-Driven Geospatial Semantics
Many datasets nowadays contain links between geographic locations and na...
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09/08/2018
A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements
Local place names are frequently used by residents living in a geographi...
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09/08/2018
Extracting and Analyzing Semantic Relatedness between Cities Using News Articles
News articles capture a variety of topics about our society. They reflec...
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06/21/2018
An empirical study on the names of points of interest and their changes with geographic distance
While Points Of Interest (POIs), such as restaurants, hotels, and barber...
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07/12/2017
