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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 …
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
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 …
disasters to share real‐time information and to report incidents. Within these messages …
Location extraction from social media: Geoparsing, location disambiguation, and geotagging
Location extraction, also called “toponym extraction,” is a field covering geoparsing,
extracting spatial representations from location mentions in text, and geotagging, assigning …
extracting spatial representations from location mentions in text, and geotagging, assigning …
A survey on the geographic scope of textual documents
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 …
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
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 …
science and systems. The exact delineation of cognitive regions is challenging insofar as …
GeoTxt: A scalable geoparsing system for unstructured text geolocation
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 …
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 …
requires the construction of spatial indexes on the spatial attributes. This is not simple when …
Which melbourne? augmenting geocoding with maps
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 …
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
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 …
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 …
aspects of the events that shape our world. In particular, geography plays a key role in the …