Geo‐text data and data‐driven geospatial semantics

Y Hu - Geography Compass, 2018 - Wiley Online Library
Many datasets nowadays contain links between geographic locations and natural language
texts. These links can be geotags, such as geotagged tweets or geotagged Wikipedia …

NeuroTPR: A neuro‐net toponym recognition model for extracting locations from social media messages

J Wang, Y Hu, K Joseph - Transactions in GIS, 2020 - Wiley Online Library
Social media messages, such as tweets, are frequently used by people during natural
disasters to share real‐time information and to report incidents. Within these messages …

Location extraction from social media: Geoparsing, location disambiguation, and geotagging

SE Middleton, G Kordopatis-Zilos… - ACM Transactions on …, 2018 - dl.acm.org
Location extraction, also called “toponym extraction,” is a field covering geoparsing,
extracting spatial representations from location mentions in text, and geotagging, assigning …

A survey on the geographic scope of textual documents

BR Monteiro, CA Davis Jr, F Fonseca - Computers & Geosciences, 2016 - Elsevier
Recognizing references to places in texts is needed in many applications, such as search
engines, location-based social media and document classification. In this paper we present …

A data-synthesis-driven method for detecting and extracting vague cognitive regions

S Gao, K Janowicz, DR Montello, Y Hu… - International Journal …, 2017 - Taylor & Francis
Cognitive regions and places are notoriously difficult to represent in geographic information
science and systems. The exact delineation of cognitive regions is challenging insofar as …

GeoTxt: A scalable geoparsing system for unstructured text geolocation

M Karimzadeh, S Pezanowski… - Transactions in …, 2019 - Wiley Online Library
In this article we present GeoTxt, a scalable geoparsing system for the recognition and
geolocation of place names in unstructured text. GeoTxt offers six named entity recognition …

Geotagging with local lexicons to build indexes for textually-specified spatial data

MD Lieberman, H Samet… - 2010 IEEE 26th …, 2010 - ieeexplore.ieee.org
The successful execution of location-based and feature-based queries on spatial databases
requires the construction of spatial indexes on the spatial attributes. This is not simple when …

Which melbourne? augmenting geocoding with maps

M Gritta, MT Pilehvar, N Collier - 2018 - repository.cam.ac.uk
The purpose of text geolocation is to associate geographic information contained in a
document with a set (or sets) of coordinates, either implicitly by using linguistic features …

A natural language processing and geospatial clustering framework for harvesting local place names from geotagged housing advertisements

Y Hu, H Mao, G McKenzie - International Journal of Geographical …, 2019 - Taylor & Francis
Local place names are frequently used by residents living in a geographic region. Such
place names may not be recorded in existing gazetteers, due to their vernacular nature …

Multifaceted toponym recognition for streaming news

MD Lieberman, H Samet - Proceedings of the 34th international ACM …, 2011 - dl.acm.org
News sources on the Web generate constant streams of information, describing many
aspects of the events that shape our world. In particular, geography plays a key role in the …