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Automated construction of a French Entity Linking dataset to geolocate social network posts in the context of natural disasters
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In: ISCRAM ; https://hal.archives-ouvertes.fr/hal-03631387 ; ISCRAM, May 2022, Tarbes, France (2022)
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Documenting the gender gap in Indian Wikipedia communities: Findings from a qualitative pilot study
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In: First Monday; Volume 27, Number 3 - 7 March 2022 ; 1396-0466 (2022)
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Using Geolocated Text to Quantify Location in Real Estate Appraisal
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Abstract:
Accurate real estate appraisal is essential in decision making processes of financial institutions, governments, and trending real estate platforms like Zillow. One of the most important factors of a property’s value is its location. However, creating accurate quantifications of location remains a challenge. While traditional approaches rely on Geographical Information Systems (GIS), recently unstructured data in form of images was incorporated in the appraisal process, but text data remains an untapped reservoir. Our study shows that using text data in form of geolocated Wikipedia articles can increase predictive performance over traditional GIS-based methods by 8.2% in spatial out-of-sample validation. A framework to automatically extract geographically weighted vector representations for text is established and used alongside traditional structural housing features to make predictions and to uncover local patterns on sale price for real estate transactions between 2015 and 2020 in Allegheny County, Pennsylvania.
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Keyword:
location intelligence; Location Intelligence Research in System Sciences; natural language processing (nlp); real estate appraisal; text regression; wikipedia
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URL: https://doi.org/10.24251/HICSS.2022.700
http://hdl.handle.net/10125/80039
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Creating Biographical Networks from Chinese and English Wikipedia
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In: https://halshs.archives-ouvertes.fr/halshs-03217972 ; 2021 (2021)
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Who cares about calling non-consensual sex "rape" in summaries of fictional narratives on Wikipedia? From a gender identity hypothesis to recurrent activist discursive practices
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In: Exploring Gender Identities Online ; https://hal-univ-bourgogne.archives-ouvertes.fr/hal-03293248 ; Exploring Gender Identities Online, Jul 2021, Greifswald / Constance (on line), Germany (2021)
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Tabouid: un jeu de langage et de culture générale généré à partir de Wikipédia
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In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265882 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.278-279 (2021)
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Alfabetizzazione digitale, scrittura enciclopedica ed educazione linguistica democratica ...
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Comparable corpora of South-Slavic Wikipedias CLASSLA-Wikipedia 1.0
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ViquiQuAD: an extractive QA dataset from Catalan Wikipedia ...
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FAIR and Open multilingual clinical trials in Wikidata and Wikipedia ...
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ViquiQuAD: an extractive QA dataset from Catalan Wikipedia ...
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WikiProject Clinical Trials for multilingual access to information ...
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FAIR and Open multilingual clinical trials in Wikidata and Wikipedia ...
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The Influence of Multilingualism and Mutual Intelligibility on Wikipedia Reading Behaviour: A Research Proposal ...
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WikiProject Clinical Trials for multilingual access to information ...
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FAIR and Open multilingual clinical trials in Wikidata and Wikipedia ...
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WikiProject Clinical Trials for multilingual access to information ...
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Extracting Relations from Italian Wikipedia using Self-Training ...
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