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Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature

The Emergency Response Operations Management (EROM) Literature Sample is a collection of 644 papers winnowed from over 5,000 related articles through application of a binary classification tree, collecting the state-of-the-art in decision models of emergencies in progress. References are scraped fro...

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Detalles Bibliográficos
Autores principales: Minas, J.P., Simpson, N.C., Tacheva, Z.Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334296/
https://www.ncbi.nlm.nih.gov/pubmed/32642518
http://dx.doi.org/10.1016/j.dib.2020.105908
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author Minas, J.P.
Simpson, N.C.
Tacheva, Z.Y.
author_facet Minas, J.P.
Simpson, N.C.
Tacheva, Z.Y.
author_sort Minas, J.P.
collection PubMed
description The Emergency Response Operations Management (EROM) Literature Sample is a collection of 644 papers winnowed from over 5,000 related articles through application of a binary classification tree, collecting the state-of-the-art in decision models of emergencies in progress. References are scraped from each of these 644 publications, to create a dataset describing a total of 14,821 papers linked by 23,175 citation relationships, the analysis of which is presented in, “Modeling Emergency Response Operations: A Theory Building Survey” in Computers and Operations Research[1]. Bibliographic research communities are identified within the data set by framing the task of network partitioning as a cluster ensemble problem from machine learning [2]. This data may be used in several ways, including as an extended reference section for [1], as all 644 papers studied could not be individually cited there. Other examples of potential reuse are further study of a particular research cluster, comparative study of the structural characteristics of this bibliographic network with literature in other fields, and as a test-bed for the further development of robust clustering algorithms.
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spelling pubmed-73342962020-07-07 Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature Minas, J.P. Simpson, N.C. Tacheva, Z.Y. Data Brief Decision Science The Emergency Response Operations Management (EROM) Literature Sample is a collection of 644 papers winnowed from over 5,000 related articles through application of a binary classification tree, collecting the state-of-the-art in decision models of emergencies in progress. References are scraped from each of these 644 publications, to create a dataset describing a total of 14,821 papers linked by 23,175 citation relationships, the analysis of which is presented in, “Modeling Emergency Response Operations: A Theory Building Survey” in Computers and Operations Research[1]. Bibliographic research communities are identified within the data set by framing the task of network partitioning as a cluster ensemble problem from machine learning [2]. This data may be used in several ways, including as an extended reference section for [1], as all 644 papers studied could not be individually cited there. Other examples of potential reuse are further study of a particular research cluster, comparative study of the structural characteristics of this bibliographic network with literature in other fields, and as a test-bed for the further development of robust clustering algorithms. Elsevier 2020-06-21 /pmc/articles/PMC7334296/ /pubmed/32642518 http://dx.doi.org/10.1016/j.dib.2020.105908 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Decision Science
Minas, J.P.
Simpson, N.C.
Tacheva, Z.Y.
Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title_full Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title_fullStr Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title_full_unstemmed Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title_short Complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
title_sort complete bibliographic data, cluster assignments and combined citation network of emergency response operations research extant literature
topic Decision Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334296/
https://www.ncbi.nlm.nih.gov/pubmed/32642518
http://dx.doi.org/10.1016/j.dib.2020.105908
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