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
Geoinference of author affiliations using NLP-based text classification [PDF]
Scientific ReportsAuthor affiliations are essential in bibliometric studies, requiring relevant information extraction from free-text affiliations. Precisely determining an author’s location from their affiliation is crucial for understanding research networks ...
Brian Lee +2 more
doaj +2 more sources
Categorizing E-cigarette-related tweets using BERT topic modeling [PDF]
Emerging Trends in Drugs, Addictions, and HealthBackground: Social media platforms are critical channels for promoting e-cigarettes, particularly among youth, making analysis of their vast and diverse content essential for public health interventions.
D. Murthy +8 more
doaj +2 more sources
Spatiotemporal analysis of tropical disease research combining Europe PMC and affiliation mapping web services [PDF]
Tropical Medicine and Health, 2017 Background Tropical medicine appeared as a distinct sub-discipline in the late nineteenth century, during a period of rapid European colonial expansion in Africa and Asia.
Magnus Palmblad, Vetle I. Torvik
doaj +2 more sources
Global Research on Pandemics or Epidemics and Mental Health: A Natural Language Processing Study [PDF]
Journal of Epidemiology and Global HealthBackground The global research on pandemics or epidemics and mental health has been growing exponentially recently, which cannot be integrated through traditional systematic review.
Xin Ye, Xinfeng Wang, Hugo Lin
doaj +2 more sources
Geoparsing English-Language Text with the Edinburgh Geoparser
The Programming Historian, 2017 This is a lesson on how to use the Edinburgh Geoparser. The Geoparser allows you to process a piece of English-language text and extract and resolve the locations contained within it. Among other uses, geo-resolution of locations makes it possible to map
Beatrice Alex
doaj +1 more source
Perdido: Python library for geoparsing and geocoding French texts
, 2023 International audienceThis paper introduces the Perdido Python library for geoparsing and geocoding French texts. The architecture of the Perdido Geoparser, which includes three layers: back-office, API, and Python library, is outlined.
Gaio, Mauro, Moncla, Ludovic
core +10 more sources
Evolution of research on global amphibian declines. [PDF]
Conserv BiolAbstract In the late 1980s, the scientific community became aware of severe, enigmatic amphibian population declines. These declines triggered a wave of research focused on quantifying their extent and identifying key drivers. We used text‐analysis techniques, including topic modeling and geoparsing, to examine the evolution of research focused on ...
Crawford-Ash J +6 more
europepmc +2 more sources
Perdido : librairie Python pour le geoparsing et le geocoding de textes en français
, 2023 International audienceCet article présente la librairie Python Perdido pour le geoparsing et le geocoding de textes en français. Nous présentons l’architecture générale de l’outil Perdido composée de trois couches : back-office, API et librairie Python ...
Gaio, Mauro, Moncla, Ludovic
core +12 more sources