Adaptive Geoparsing Method for Toponym Recognition and Resolution in Unstructured Text [PDF]
Remote Sensing, 2020 The automatic extraction of geospatial information is an important aspect of data mining. Computer systems capable of discovering geographic information from natural language involve a complex process called geoparsing, which includes two important tasks:
Edwin Aldana-Bobadilla +2 more
exaly +4 more sources
Spatio-Temporal Information Extraction and Geoparsing for Public Chinese Resumes
ISPRS International Journal of Geo-Information, 2023 As an important carrier of individual information, the resume is an important data source for studying the spatio-temporal evolutionary characteristics of individual and group behaviors.
Wu Zhang
exaly +4 more sources
A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics. [PDF]
Lang Resour Eval, 2020 Accepted at Language Resources and Evaluation (Springer Journal)
Gritta M, Pilehvar MT, Collier N.
europepmc +8 more sources
New Era for Geo-Parsing to Obtain Actual Locations: A Novel Toponym Correction Method Based on Remote Sensing Images [PDF]
Remote Sensing, 2022 Geo-parsing, one of the key components of geographical information retrieval, is a process to recognize and geo-locate toponyms mentioned in texts. Such a process can obtain locations contained in toponyms successfully with consistent updating of neural ...
Shu Wang +8 more
doaj +3 more sources
Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation [PDF]
Sensors, 2019 In recent years, Online Social Networks (OSNs) have received a great deal of attention for their potential use in the spatial and temporal modeling of events owing to the information that can be extracted from these platforms. Within this context, one of
Aldo Hernandez-Suarez +6 more
doaj +2 more sources
Geoparsing the Cultural Heritage Metadata
Knjižnica, 2012 Geoparsing is a method for automatic extraction of geographic coordinates on the basis of unstructured text and content. The method is also usable for metadata of immovable, movable and intangible cultural heritage especially when geographic coordinates ...
Vlasta Vodeb
doaj +2 more sources
Individual mobility pattern in Malaysia during COVID-19 Recovery Movement Control Order partial lockdown. [PDF]
Geo, 2022 Malaysia Recovery Movement Control Order (RMCO) aims to bring the business, education, tourism, and other industries sectors back into operation. Individual mobility patterns are expected to occur due to movement constraints that result in changes in local economic patterns.
Ujang U, Azri S.
europepmc +2 more sources
Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in Geoparsing
AGILE: GIScience Series, 2022 Abstract. Geoparsing, the task of extracting toponyms from texts and associating them with geographic locations, has witnessed remarkable progress over the past years. However, despite its intrinsically geospatial nature, existing evaluations tend to focus on overall performance while paying little attention to its variation across geographic space. In
Gengchen Mai +2 more
exaly +3 more sources
Applying machine learning and geolocation techniques to social media data (Twitter) to develop a resource for urban planning. [PDF]
PLoS ONE, 2021 With all the recent attention focused on big data, it is easy to overlook that basic vital statistics remain difficult to obtain in most of the world.
Sveta Milusheva +5 more
doaj +2 more sources
Geo-parsing and analysis of road traffic crash incidents for data-driven emergency response planning [PDF]
HeliyonRoad traffic crashes (RTCs) are a major public health concern worldwide, particularly in Nigeria, where road transport is the most common mode of transportation.
Patricia Ojonoka Idakwo +3 more
doaj +2 more sources