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Paper Citation Record · LEDGER

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature

As of 18 August 2026, this Paper Citation Record lists 100 of 151 outbound references and 0 inbound Pith citation observations for arXiv:2507.16820.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.16820 v1

Coverage vector

measured 100 of 151 reference resolution

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measured 100 of 100 standing notices

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measured 0 of 0 inbound itemization

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measured 0 of 1 external citation measurements

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Reference resolution

100 of 151 outbound references displayed

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  • verified fuzzy0
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Outbound references

Observation 2f93d4f3-3380-442f-a824-a3a1680b4c5d · outbound

This paper cites Disaster informatics: An overview.Progress in Disaster Science, 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Disaster informatics: An overview.Progress in Disaster Science, 2020

Reference 1

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Observation bb0a2785-6368-45e5-bcbf-71b8878238d6 · outbound

This paper cites Evolving disaster response practices during covid-19 pandemic.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Evolving disaster response practices during covid-19 pandemic

Reference 2

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Observation dc4dc9fb-8b8d-40d9-8c3b-4aa0b3dc7deb · outbound

This paper cites Information technology in emergency management of covid-19 outbreak.Informatics in Medicine Unlocked, 21:100475, January 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Information technology in emergency management of covid-19 outbreak.Informatics in Medicine Unlocked, 21:100475, January 2020

Reference 3

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Observation 3504563f-0d99-45f3-94db-980ab435d886 · outbound

This paper cites Wastemanagementbeyond the covid-19 pandemic: Bibliometric and text mining analyses.Gondwana Research, 114:124–137, February 2023.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Wastemanagementbeyond the covid-19 pandemic: Bibliometric and text mining analyses.Gondwana Research, 114:124–137, February 2023

Reference 4

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Observation ea9b3673-2bd2-493f-8ba4-1c5142949bcf · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 5

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Observation 51df6359-44aa-4bc6-ae8b-d3c5e0dcfe00 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 6

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Observation f681aec1-36fc-4515-995e-a5b228b4cc9f · outbound

This paper cites Bibliometric monitoring of research performance in ict-based disaster management literature.Quality & Quantity, 55(1):103–132, 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Bibliometric monitoring of research performance in ict-based disaster management literature.Quality & Quantity, 55(1):103–132, 2021

Reference 7

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Observation 372bbc2d-a45f-4a1a-b81a-c7b7eac00db6 · outbound

This paper cites Disaster and climate change resilience: A bibliometric analysis.International Journal of Disaster Risk Reduction, 50: 101839, September 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Disaster and climate change resilience: A bibliometric analysis.International Journal of Disaster Risk Reduction, 50: 101839, September 2020

Reference 8

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Observation bcb7faa1-06c9-4228-a622-75c71e00f555 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 9

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Observation 606e1214-91b6-4521-84a3-126abcf780d5 · outbound

This paper cites Assessing the quality of bibliographic data sources for measuring international research collaboration.Quantitative Science Studies, 3(3):529–559, 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Assessing the quality of bibliographic data sources for measuring international research collaboration.Quantitative Science Studies, 3(3):529–559, 2022

Reference 10

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Observation 89c26a88-a96f-46b7-980e-e01afe587339 · outbound

This paper cites Demystifyingcovid-19publications:institutions,journals,concepts,andtopics.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Demystifyingcovid-19publications:institutions,journals,concepts,andtopics

Reference 11

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Observation cf2ecc8f-14a4-4d67-9b93-a5ff6c067e14 · outbound

This paper cites Acontrastivetopic-aware attentive framework with label encodings for post-disaster resource classification.Knowledge-Based Systems, page 112526, 2024.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Acontrastivetopic-aware attentive framework with label encodings for post-disaster resource classification.Knowledge-Based Systems, page 112526, 2024

Reference 12

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Observation b98d7257-8ed1-4aa2-82e3-27166c575365 · outbound

This paper cites Surveying the use of social media data and natural language processing techniques to investigate natural disasters.Natural Hazards Review, 25(4): 03124003, 2024.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Surveying the use of social media data and natural language processing techniques to investigate natural disasters.Natural Hazards Review, 25(4): 03124003, 2024

Reference 13

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Observation c76e769b-3e17-41be-9b25-e56c3f51ee97 · outbound

This paper cites Active learning for identifying disaster-related tweets: A comparison with keyword filtering and generic fine-tuning.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Active learning for identifying disaster-related tweets: A comparison with keyword filtering and generic fine-tuning

Reference 14

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Observation 16b084d9-e8b4-4245-8c32-42044ad8edf2 · outbound

This paper cites Crisis informatics.Journal of Geography & Natural Disasters, 04(01), January 2014.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Crisis informatics.Journal of Geography & Natural Disasters, 04(01), January 2014

Reference 15

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Observation 2d90005b-ff6d-4407-a948-0931bf6a1a8d · outbound

This paper cites Reportoftheopen-endedintergovernmentalexpertworkinggrouponindicatorsandterminologyrelatingtodisaster risk reduction.United Nations General Assembly: New York, NY, USA, 41, 2016.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Reportoftheopen-endedintergovernmentalexpertworkinggrouponindicatorsandterminologyrelatingtodisaster risk reduction.United Nations General Assembly: New York, NY, USA, 41, 2016

Reference 16

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Observation ee7f1a10-294c-4a05-a3a9-c0f2f32b6f31 · outbound

This paper cites Thesoundofsilence:Exploringhowdecreasesintweetscontributetolocalcrisis identification.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Thesoundofsilence:Exploringhowdecreasesintweetscontributetolocalcrisis identification

Reference 17

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Observation a67719c8-7b1a-4c47-8410-93d0325f8da5 · outbound

This paper cites Urban crisis detection technique: A spatial and data driven approach based on latent dirichlet allocation (lda) topic modeling.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Urban crisis detection technique: A spatial and data driven approach based on latent dirichlet allocation (lda) topic modeling

Reference 18

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Observation 5025ae56-0c2c-42ae-bc9a-a42a00a26c45 · outbound

This paper cites Codified hashtags for weather warning on twitter: an italian case study.PLoS Currents, 8, 2016.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Codified hashtags for weather warning on twitter: an italian case study.PLoS Currents, 8, 2016

Reference 19

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Observation 57d10afd-2749-4a71-ab03-874b9f1762ff · outbound

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Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 20

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Observation db2e8802-e351-4ba4-a92c-527717d721f6 · outbound

This paper cites Using social media to geo-target emergency management efforts.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Using social media to geo-target emergency management efforts

Reference 21

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Observation 0b4699c3-f966-449a-9995-da591a150448 · outbound

This paper cites Social media in crisis management: An evaluation and analysis of crisis informaticsresearch.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Social media in crisis management: An evaluation and analysis of crisis informaticsresearch

Reference 22

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Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 23

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This paper cites URL https://api.semanticscholar.org/CorpusID:4659019.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature URL https://api.semanticscholar.org/CorpusID:4659019

Reference 24

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Observation 4c6ff562-4f9e-4619-bf8d-a4b19a51504a · outbound

This paper cites Laeeq Khan, and Anabel Quan-Haase.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Laeeq Khan, and Anabel Quan-Haase

Reference 25

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Observation 8920941c-7b64-4e0d-9067-0b0c5c728cad · outbound

This paper cites Dealingwiththecovid-19crisis:Theoreticalapplicationofsocialmediaanalyticsingovernmentcrisis management.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Dealingwiththecovid-19crisis:Theoreticalapplicationofsocialmediaanalyticsingovernmentcrisis management

Reference 26

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Observation 2654a1e5-3e6d-43d2-acf2-630401141ec3 · outbound

This paper cites Journalism&MassCommunicationQuarterly ,2019.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Journalism&MassCommunicationQuarterly ,2019

Reference 27

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Observation 6fc123a4-bdba-4754-b066-bdc803c15ed4 · outbound

This paper cites Media framing and the threat of global pandemics: The ebola crisis in uk media and policy response.Sociological Research Online, 24:73 – 92, 2018.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Media framing and the threat of global pandemics: The ebola crisis in uk media and policy response.Sociological Research Online, 24:73 – 92, 2018

Reference 28

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Observation f82a9f5e-7e5a-48ce-a60f-840eb2d9678f · outbound

This paper cites Graham and Nancy J.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Graham and Nancy J

Reference 29

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Observation af9fdd24-4f25-497e-a770-a61518588f2d · outbound

This paper cites Anticipation and response: pandemic influenza in malawi, 2009.Global Health Action, 10, 2017.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Anticipation and response: pandemic influenza in malawi, 2009.Global Health Action, 10, 2017

Reference 30

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Observation 5a2591c0-aa00-4ef1-8ba7-56aee20f416c · outbound

This paper cites A comparative study of public health and social measures of covid-19 advocated in different countries.Health Policy, 125(8):957–971, August 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature A comparative study of public health and social measures of covid-19 advocated in different countries.Health Policy, 125(8):957–971, August 2021

Reference 31

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Observation fa8e861e-3b47-4057-a9cf-4d1859f0e383 · outbound

This paper cites Covid-19outbreak,herdimmunityformation,andfuturepublichealthstrategies.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-19outbreak,herdimmunityformation,andfuturepublichealthstrategies

Reference 32

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Observation 44526b4c-6202-446c-ba20-8a78351bc4cb · outbound

This paper cites Attributesofnational governance for an effective response to public health emergencies: Lessons from the response to the covid-19 pandemic.Journal of Global Health, 12, July 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Attributesofnational governance for an effective response to public health emergencies: Lessons from the response to the covid-19 pandemic.Journal of Global Health, 12, July 2022

Reference 33

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doi, observed 2026-08-06T21:57:15.325761Z

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Observation a971d394-4226-44d2-a99c-a9cc45f7b02d · outbound

This paper cites Publichealthemergencyandcrisismanagement:casestudyofsars-cov-2 outbreak.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Publichealthemergencyandcrisismanagement:casestudyofsars-cov-2 outbreak

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source=pdf_text observed=2026-08-06T21:56:58.096878Z digest=sha256:f0749627081bfb4aa09397ce8cc67ebc551415eaf61fd4cbb4731f9741682a8e

Observation 0315ff57-2b15-44fc-8dee-353a64493820 · outbound

This paper cites The role of public health emergency management in biodefense: A covid-19 case study.Disaster Medicine and Public Health Preparedness, 17, May 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature The role of public health emergency management in biodefense: A covid-19 case study.Disaster Medicine and Public Health Preparedness, 17, May 2022

Reference 35

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source=pdf_text observed=2026-08-06T21:56:58.201753Z digest=sha256:600c6e135bd6362e29a6ae4f107f7ac4c413450a2f52855c1acad21c7c360875

Observation 8089045d-0a60-4fa6-8128-b9ce2476160e · outbound

This paper cites Covid-19 pandemic: Public health risk assessment and risk mitigation strategies.Journal of Personalized Medicine, 11(12):1243, November 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-19 pandemic: Public health risk assessment and risk mitigation strategies.Journal of Personalized Medicine, 11(12):1243, November 2021

Reference 36

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source=pdf_text observed=2026-08-06T21:56:58.311897Z digest=sha256:673f0ef05cea687cc6b58dc39d32b668b93404804d5e503236c51e37550e4dce

Observation 43787523-f8f1-4d2a-a0fa-ce98c57535f3 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-06T21:56:58.414243Z digest=sha256:5c8d0ab36f1fdd11238dd26ea4566f095f96afe965f636bcd4b2ffaf94d59f4d

Observation 133825bb-83af-45b3-8a76-9212986ff420 · outbound

This paper cites The bibliometric analysis of scholarly production: How great is the impact?Scientometrics, 105(3): 1809–1831, July 2015.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature The bibliometric analysis of scholarly production: How great is the impact?Scientometrics, 105(3): 1809–1831, July 2015

Reference 38

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source=pdf_text observed=2026-08-06T21:56:58.523674Z digest=sha256:5cdb298572332ac5bd432e2240e4d4d1a6597b072fe2e04debf13c6977ec1d7e

Observation afbd9a4f-4485-4a61-bec3-14cc5aab52ec · outbound

This paper cites Climate change-induced migration: a bibliometric review.Globalization and Health, 17, 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Climate change-induced migration: a bibliometric review.Globalization and Health, 17, 2021

Reference 39

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source=pdf_text observed=2026-08-06T21:56:58.595802Z digest=sha256:484bf29a7ea01d6049f402e0b1a0e4c6a96678f33d5680bf96d8351ca09397bd

Observation 2a62310a-121f-449b-86ed-7321d663b407 · outbound

This paper cites Review on topic models integrating intra-and extra-features of scientific and technical literature.J.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Review on topic models integrating intra-and extra-features of scientific and technical literature.J

Reference 40

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source=pdf_text observed=2026-08-06T21:56:58.721100Z digest=sha256:b241ac384d38430d56d2976c6a339cbc8836a8f3a3039b017f0ef1cee32672af

Observation 9f939605-8595-4bbc-bf80-343340d8b4c0 · outbound

This paper cites Atopicmodelingcomparisonbetweenlda,nmf,top2vec,andbertopictodemystifytwitterposts.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Atopicmodelingcomparisonbetweenlda,nmf,top2vec,andbertopictodemystifytwitterposts

Reference 41

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source=pdf_text observed=2026-08-06T21:56:58.811306Z digest=sha256:a23ea7c5db2dc634d6b065abc06cdd0aee7fdf1c4fbfd6d40b1315fad78a951d

Observation ffb8b8ba-6928-4b8f-82b7-ae5426038696 · outbound

This paper cites Latent dirichlet allocation.Journal of machine Learning research, 3(Jan):993–1022, 2003.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Latent dirichlet allocation.Journal of machine Learning research, 3(Jan):993–1022, 2003

Reference 42

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source=pdf_text observed=2026-08-06T21:56:58.899677Z digest=sha256:cedd4e36723be00ea0fc4dc62c63e6c974b743521e82d8a3d2a809fba8a02a9d

Observation 5719e891-4fc4-40e3-9f01-a75f1a120c1d · outbound

This paper cites Selection of the optimal number of topics for lda topic model—taking patent policy analysis as an example.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Selection of the optimal number of topics for lda topic model—taking patent policy analysis as an example

Reference 43

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source=pdf_text observed=2026-08-06T21:56:58.968857Z digest=sha256:d2bfb9c6353973008e096e7ae7f84bd63cee0d3791d532c96d091cdb4d69b867

Observation 100db3ea-e167-4c14-bdbb-0fa267f1bb2b · outbound

This paper cites Bertopic:Neuraltopicmodelingwithaclass-basedtf-idfprocedure,2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Bertopic:Neuraltopicmodelingwithaclass-basedtf-idfprocedure,2022

Reference 44

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source=pdf_text observed=2026-08-06T21:56:59.061665Z digest=sha256:1970324531221d31a3768d8b39af9d72daedb70eab9d456e5fa905cf201ff8e7

Observation e8c641b6-a6cb-4d09-ad38-64ab81942d51 · outbound

This paper cites Top2Vec: Distributed Representations of Topics.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Top2Vec: Distributed Representations of Topics

Reference 45

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source=pdf_text observed=2026-08-06T21:56:59.156302Z digest=sha256:d87b2f880b6551c163f67957870564a5afe1fabcaf37f7202af803e37d40e289

Observation 84a97594-3c42-49d1-9b1a-d9fe6dd8c851 · outbound

This paper cites Leveragingstate-of-the-arttopicmodelingfornewsimpactanalysisonfinancial markets: A comparative study.Electronics, 12(12), 2023.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Leveragingstate-of-the-arttopicmodelingfornewsimpactanalysisonfinancial markets: A comparative study.Electronics, 12(12), 2023

Reference 46

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source=pdf_text observed=2026-08-06T21:56:59.214997Z digest=sha256:f5f336fa9b8f368a6cdfc216be937e1f22449f2b55b4be765ec89e3cb6fa275a

Observation cb32e042-4ada-499f-9b86-f6381c413dde · outbound

This paper cites Keybert: Minimal keyword extraction with bert., 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Keybert: Minimal keyword extraction with bert., 2020

Reference 47

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source=pdf_text observed=2026-08-06T21:56:59.309566Z digest=sha256:aeb6f0bb54ed9255c0e65c4378c26d4e12d06e42bab257ffb3e2f034e5769354

Observation 98b3ff3d-2763-452a-b9b5-63722d5466ae · outbound

This paper cites Media coverage and public perception of distance learning during the covid-19 pandemic: a topic modeling approach based on bertopic.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Media coverage and public perception of distance learning during the covid-19 pandemic: a topic modeling approach based on bertopic

Reference 48

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source=pdf_text observed=2026-08-06T21:56:59.411550Z digest=sha256:923cb0c3b84986c064a96b57eba1316edd57bb2ca34ebcef84839a561902abba

Observation 2185512d-345a-409c-af9a-b95ccff16b3d · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-06T21:56:59.472380Z digest=sha256:71b18ec71a5d4220ca5837c61c9daa7d800a0c32bd8339516a9da35dc14584ae

Observation 9d8aec36-ba3e-4502-a185-44bdbd0e4a6c · outbound

This paper cites Unveiling the dynamics of ai applications: A review of reviews using scientometrics and bertopic modeling.Journal of Innovation & Knowledge, 9(3):100517, 2024.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unveiling the dynamics of ai applications: A review of reviews using scientometrics and bertopic modeling.Journal of Innovation & Knowledge, 9(3):100517, 2024

Reference 50

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source=pdf_text observed=2026-08-06T21:56:59.550988Z digest=sha256:da20cf2e8beab5d6585fd0fdf3b297261445fc358379f8559c1fd00f2ddb2af5

Observation 41ef083e-b122-49ea-bfbc-a7957d81b2d5 · outbound

This paper cites Identifying interdisciplinary topics and their evolution based on bertopic.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Identifying interdisciplinary topics and their evolution based on bertopic

Reference 51

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source=pdf_text observed=2026-08-06T21:56:59.681372Z digest=sha256:3cf41c380c6db8146919e76a9817ead60f28526b04c36fd4387fee4db36111aa

Observation 675fb108-d854-4711-9cf6-c4c8aa914a52 · outbound

This paper cites Exploringtopiccoherenceovermanymodelsandmanytopics.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Exploringtopiccoherenceovermanymodelsandmanytopics

Reference 52

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source=pdf_text observed=2026-08-06T21:56:59.756404Z digest=sha256:3ac07ddfbd2606de4a909a213d3df83ab82230e01ec73a5e1845de6924d3f26b

Observation c560db30-3fd9-4f5e-9cdb-237692cdc516 · outbound

This paper cites A review of stability in topic modeling: Metrics for assessing and techniques for improving stability.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature A review of stability in topic modeling: Metrics for assessing and techniques for improving stability

Reference 53

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source=pdf_text observed=2026-08-06T21:56:59.826095Z digest=sha256:0bcb78edb50f3c24f7da5c99842e8d8796d3cd046a5635cdc9417c1bb1b77612

Observation 468cc555-0471-4d77-a891-68c2a2a2eca2 · outbound

This paper cites Topicmodelinginembeddingspaces.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Topicmodelinginembeddingspaces

Reference 54

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source=pdf_text observed=2026-08-06T21:56:59.931011Z digest=sha256:0e02cf2227e6e29f9c1436545a63fc92bbbdca792c221533a7109a790cc47eaa

Observation 2e941ffd-6780-4547-95ab-8c031b44b9d8 · outbound

This paper cites Constrained relational topic models.Information Sciences, 512:581–594, 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Constrained relational topic models.Information Sciences, 512:581–594, 2020

Reference 55

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source=pdf_text observed=2026-08-06T21:57:00.006621Z digest=sha256:4949db5247b5e9a0e08a1fbc08759655274b8f16702e43606e041349900e1380

Observation caddb775-733b-4030-8571-e51364d1377f · outbound

This paper cites Topic modeling algorithms and applications: A survey.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Topic modeling algorithms and applications: A survey

Reference 56

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source=pdf_text observed=2026-08-06T21:57:00.105337Z digest=sha256:d3a9e7e4c924549258d6fc18a28aeebbf07e45bd52e3296e1d24048429be6eab

Observation 5ad66404-c302-4d1f-a77b-376708f24aa1 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-06T21:57:00.183291Z digest=sha256:1a0b295d29f985f33df33ec6582dd2e8113641d304497c2f4ac1ae895dcff6d7

Observation 6bb1cf09-d0d6-492c-8938-b3d603143b3c · outbound

This paper cites Changing the world by changing the data.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Changing the world by changing the data

Reference 58

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source=pdf_text observed=2026-08-06T21:57:00.281190Z digest=sha256:bb6d0ca52976d2ea54dd81603e53710ccc6a53a941623e273eeeee62667d9492

Observation 6fcfd5be-dab0-4cbc-90b6-b602fb391ef6 · outbound

This paper cites Asurvey on data quality dimensionsand tools for machine learning.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Asurvey on data quality dimensionsand tools for machine learning

Reference 59

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source=pdf_text observed=2026-08-06T21:57:00.346797Z digest=sha256:42a9769901659efcbe9f915e8e3b6c1326ada081da88e00d7eb657e1ed69b75c

Observation 5c54d492-9c4d-4ad1-a86e-f5c89ddfe6aa · outbound

This paper cites everyonewantstodothemodel work, not the data work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature everyonewantstodothemodel work, not the data work

Reference 60

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source=pdf_text observed=2026-08-06T21:57:00.437527Z digest=sha256:45c481b177a7c0d7421525cfa5308ab7185e30be7779968654ed4df8fc3c9db9

Observation d935f743-cae1-4ef0-9b4e-0f07837150a8 · outbound

This paper cites Gephi: an open source software for exploring and manipulating networks.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Gephi: an open source software for exploring and manipulating networks

Reference 61

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source=pdf_text observed=2026-08-06T21:57:00.560728Z digest=sha256:b89c92e616c8156f38e9e628f5e55cf940dba2de3a7b31115350d87791c98bd3

Observation 7aa96418-4c51-4050-957d-cc55d78a1d8e · outbound

This paper cites Glove:Globalvectorsforwordrepresentation.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Glove:Globalvectorsforwordrepresentation

Reference 62

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source=pdf_text observed=2026-08-06T21:57:00.634975Z digest=sha256:34cd9c2b96cb42bba5bfb2f658798ccebe025d2fd6d8dfa4af058261c865e03b

Observation 70dce0dd-fb53-48c1-85b8-1db8d60f87c5 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 63

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source=pdf_text observed=2026-08-06T21:57:00.731160Z digest=sha256:71119e755cbda61e3db1c31beb946d121a3c1a4892f83bc38028d42a946115c3

Observation 3765db94-4058-46bd-8dee-3732a32647ec · outbound

This paper cites Topic significance ranking of lda generative models.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Topic significance ranking of lda generative models

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source=pdf_text observed=2026-08-06T21:57:00.819027Z digest=sha256:cc3d16774ed7e2fdce6c78113eb97f196db1eaa8776cf11833f636b1b3b2dbb5

Observation f993895f-795e-4ac5-8637-17e08a81d480 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-06T21:57:00.890254Z digest=sha256:0fd1b67f0293027b089a8e80920827237c8764788233b307a426d1b9910e5fb2

Observation c91b3c11-8414-4cd1-aaef-b5f10925504b · outbound

This paper cites Healthbehaviourchangeduringtheukcovid-19lockdown:Findingsfromthefirstwaveofthec-19health behaviourandwell-beingdailytrackerstudy.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Healthbehaviourchangeduringtheukcovid-19lockdown:Findingsfromthefirstwaveofthec-19health behaviourandwell-beingdailytrackerstudy

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:00.983527Z digest=sha256:b146a268572f7161438fcfccdb1c87a225167356d1bd887ee014a73db24fc6b2

Observation aeb95b8a-7b71-433e-85be-fa24d6bd7cab · outbound

This paper cites Uk lockdown sends retail sales to record low, but alcohol sales rise.The Guardian, July 2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Uk lockdown sends retail sales to record low, but alcohol sales rise.The Guardian, July 2020

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source=pdf_text observed=2026-08-06T21:57:01.063670Z digest=sha256:4496209a3c52b4eb4d980c17a0510dbd6d3027844ee4f3f0e70f5ce0a4491b3c

Observation 83e8c151-badb-42e3-81ba-b4d701524fc5 · outbound

This paper cites Ogundijo, Ayten A.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Ogundijo, Ayten A

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.140133Z digest=sha256:8c1c006b9725b31fc2eb0c68cc0c3c1456fb503df0791714684ce61c7c26e5e4

Observation 69d2760f-9276-420c-8f1d-f0dba262fa62 · outbound

This paper cites Changes to household food shopping practices during the covid-19 restrictions: Evidence from the east of england.Health & Place, 78:102906, September 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Changes to household food shopping practices during the covid-19 restrictions: Evidence from the east of england.Health & Place, 78:102906, September 2022

Reference 69

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T21:57:18.097274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.269478Z digest=sha256:2e9e59cbbd3a06c40541de8e2cb23c03dc2289ea52994ef045093cb38db94234

Observation c481f026-b1ca-4084-a0c8-0b5ba31b672e · outbound

This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T21:57:01.352695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:57:01.352695Z digest=sha256:281f2b92429b14b6a4be0a4ca8276f732b0587db30c2535b872b5719dd548844

Observation 91ab2b11-f96e-4ef3-83bf-4c9d0fba05f0 · outbound

This paper cites Survey of hallucination in natural language generation.ACM Computing Surveys, 55:1 – 38, 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Survey of hallucination in natural language generation.ACM Computing Surveys, 55:1 – 38, 2022

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T21:57:01.458165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:57:01.458165Z digest=sha256:014ee3774a32fdada0309f121e476e2d0742d96dcdbd73be3f60786e24fe7c7d

Observation 929fa7fb-2536-40c5-9251-716b1caf9ea2 · outbound

This paper cites Trump’stradepolicy,brexit,coronadynamics,eucrisisanddecliningmultilateralism.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Trump’stradepolicy,brexit,coronadynamics,eucrisisanddecliningmultilateralism

Reference 72

Resolution
verified exact
doi, observed 2026-08-06T21:57:13.813676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.580142Z digest=sha256:31fc609e27620bc04a189c96086d91dffff9c211ebd70a2fae7c2f3eb0908f97

Observation acbef6ef-467a-46c1-8499-4beca57a0ac8 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 73

Resolution
verified exact
doi, observed 2026-08-06T21:57:13.547127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.718551Z digest=sha256:3d5181b2f3348e214ad72592bf7617722e20273fbd5bb013b8c203d3fea51791

Observation 0ebcf01e-136f-4e87-8220-820d160876f9 · outbound

This paper cites Covid-19 test-kit trade and trade policy: Implications for developing countries.World Economy, 45(10): 3246–3268, May 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-19 test-kit trade and trade policy: Implications for developing countries.World Economy, 45(10): 3246–3268, May 2022

Reference 74

Resolution
verified exact
doi, observed 2026-08-06T21:57:13.418425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.822573Z digest=sha256:1e10011c464858e499ee963cf94278a018bb16afa04eaf99fef5f467fa710e36

Observation 44e2f2b5-8e6d-49c4-b7bc-5c8f3251abcf · outbound

This paper cites Cerdeiro and Andras Komaromi.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Cerdeiro and Andras Komaromi

Reference 75

Resolution
verified exact
doi, observed 2026-08-06T21:57:13.219265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:01.919628Z digest=sha256:f3e691aea1c97158e2553a970a310b4d5136f26eeeb5a60c033de451cd63eebe

Observation affc6eda-4516-4c99-bf07-e6c29d86c121 · outbound

This paper cites Digital-basedservicesglobalizationandmultilateraltradecooperation.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Digital-basedservicesglobalizationandmultilateraltradecooperation

Reference 76

Resolution
verified exact
raw_fallback, observed 2026-08-06T21:57:17.862109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.015881Z digest=sha256:b9c3da5b9225237c4d398b12ab3e8e7558c1b3ed20ae13cf2afd92bda8c3a491

Observation 3ced4b8d-6811-4a96-b890-5d9634f45b40 · outbound

This paper cites Who sends me face masks? evidence for the impacts of covid-19 on international trade in medical goods.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Who sends me face masks? evidence for the impacts of covid-19 on international trade in medical goods

Reference 77

Resolution
verified exact
doi, observed 2026-08-06T21:57:13.052862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.063414Z digest=sha256:af0e86e406e4a83fd826142acf00bae018bb3bdb9d587a483a5ffb8f39a71ce2

Observation d0209263-3261-4963-8a1d-6469247698ad · outbound

This paper cites Covid-19 and policy responses by international organizations: crisis of liberal international order orwindowofopportunity? GlobalPolicy,12(4):443–454,June2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-19 and policy responses by international organizations: crisis of liberal international order orwindowofopportunity? GlobalPolicy,12(4):443–454,June2021

Reference 78

Resolution
verified exact
raw_fallback, observed 2026-08-06T21:57:17.642854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.135625Z digest=sha256:b3759b71dc157dec073c4ec21359089514852b369a0d5ecd4cabb4a8fd66d429

Observation 7bd71338-668b-48aa-a6ce-4f2de489ee75 · outbound

This paper cites The coronavirus trade-off – life vs.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature The coronavirus trade-off – life vs

Reference 79

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T21:57:17.441322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.187628Z digest=sha256:8c4b549e0289be0f454881f1e71290dea6a22f2cac2561e5984aa7edd2fa8370

Observation 5ccb111b-baf9-48db-bb26-d39c9ebd3bb9 · outbound

This paper cites Alwashmi and Abdulmajeed A.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Alwashmi and Abdulmajeed A

Reference 80

Resolution
verified exact
doi, observed 2026-08-06T21:57:12.822690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.266182Z digest=sha256:da1f1d339443864529a3b9b956c9478c8b77629079ce0418471bc481a31948c2

Observation ee690463-0152-4c0c-9a53-6e8147251a80 · outbound

This paper cites Covid-related work changes, burnout, and turnover intentions in mental health providers:Amoderatedmediationanalysis.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-related work changes, burnout, and turnover intentions in mental health providers:Amoderatedmediationanalysis

Reference 81

Resolution
verified exact
doi, observed 2026-08-06T21:57:12.618394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.315933Z digest=sha256:abfe1197f45130c25bef4fea7e2dd566939bfcf2836deda33f4e605aa1ff0440

Observation 3a3c96c9-4091-4c9b-a0de-b61e68aed5ef · outbound

This paper cites Burnoutdeterminantsamongnursesworkinginpalliativecareduring thecoronavirusdisease2019pandemic.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Burnoutdeterminantsamongnursesworkinginpalliativecareduring thecoronavirusdisease2019pandemic

Reference 82

Resolution
verified exact
doi, observed 2026-08-06T21:57:12.427007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.368338Z digest=sha256:8670e60fba44265303a40960273eb3c5242bbdd908f231314c0f984e93fe7517

Observation ff3ca685-1944-4647-9eec-63f51b21f5d9 · outbound

This paper cites Burnout,stressandresilienceofanaustralianregional hospital during covid-19: a longitudinal study.BMC Health Services Research, 22(1), September 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Burnout,stressandresilienceofanaustralianregional hospital during covid-19: a longitudinal study.BMC Health Services Research, 22(1), September 2022

Reference 83

Resolution
verified exact
doi, observed 2026-08-06T21:57:12.249273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.419442Z digest=sha256:3c46350d8bbc142eaeeafbb0657a2084babcfc4177cb7650fee73479c32ca2ec

Observation b5717f55-76c2-4dbb-897a-cfee0961c1df · outbound

This paper cites Emotional labor and burnout of public health nurses during the covid-19 pandemic: Mediating effects of perceived health status and perceived organizational support.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Emotional labor and burnout of public health nurses during the covid-19 pandemic: Mediating effects of perceived health status and perceived organizational support

Reference 84

Resolution
verified exact
doi, observed 2026-08-06T21:57:12.068186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.480730Z digest=sha256:1ab65f364fb76a3f955101c5a786b86045067c463f4335b145de7902ca4c1aab

Observation 867e23c6-8a3f-4d0a-88e7-74dd25aa71ae · outbound

This paper cites Theroleofresilienceinreducingburnout:Astudywithhealthcareworkersduringthecovid-19pandemic.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Theroleofresilienceinreducingburnout:Astudywithhealthcareworkersduringthecovid-19pandemic

Reference 85

Resolution
verified exact
doi, observed 2026-08-06T21:57:11.898588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.535234Z digest=sha256:1d5ee9a70a126e5385b71b1ae19a39eff1fd016c01464838dc8018a771b97b1e

Observation f753b0cc-2703-4034-9c25-d2fbbaa37e99 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 86

Resolution
verified exact
doi, observed 2026-08-06T21:57:11.687605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.583872Z digest=sha256:fba4fd5bdc9f12373218fca9f40b6f06f851c807e86e6f6a76bd00bdd6c9655f

Observation 505fffe8-fac2-4c74-afb3-19092754b8e3 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 87

Resolution
verified exact
doi, observed 2026-08-06T21:57:11.467108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.648950Z digest=sha256:e40f053db8b3c72530b8ee9cc30d6fe94b683860d29b5c732ea18b42798a5f0a

Observation 3d8d2834-f5c4-4cdb-bdc6-5c5d9ead2118 · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 88

Resolution
verified exact
doi, observed 2026-08-06T21:57:11.210990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.700188Z digest=sha256:5b5e709824c45ce38b91e79484c22d3e60deded4fd1564dcfea303d48678376a

Observation 37daf444-3d18-49e6-bca1-099d2d791afb · outbound

This paper cites Industrial applications of 3d printing to scale-up production of covid-19-related medical equipment.Journal of 3D Printing in Medicine, 5(2):97–110, June 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Industrial applications of 3d printing to scale-up production of covid-19-related medical equipment.Journal of 3D Printing in Medicine, 5(2):97–110, June 2021

Reference 89

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.983125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.752758Z digest=sha256:7952cdeb16cad735c193b9f3834d83d6f062b5e001c5207966fb8162784880f4

Observation 5c906ed9-e61a-444a-a07f-1b4305f0597e · outbound

This paper cites The personal protective equipment fabricated via 3d printing technology during covid-19.Annals of 3D Printed Medicine, 5: 100042, March 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature The personal protective equipment fabricated via 3d printing technology during covid-19.Annals of 3D Printed Medicine, 5: 100042, March 2022

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-06T21:57:02.825797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:57:02.825797Z digest=sha256:ac2a0b268108111f9f0a54aa24b86ee61ca2549746ead62fbddbaa7db42fdf4d

Observation 7285d020-cf94-4233-80c9-9af433c8be59 · outbound

This paper cites Impact of 3d printed medical equipment on the management of the covid19 pandemic.The International Journal of HealthPlanningandManagement ,35(5):1014–1022,June2020.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Impact of 3d printed medical equipment on the management of the covid19 pandemic.The International Journal of HealthPlanningandManagement ,35(5):1014–1022,June2020

Reference 91

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.806200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.887333Z digest=sha256:9b316100db482e1b3312be71d03712c4a9a28daa8f41d4c37281c52356f0e4a3

Observation a689ddda-6377-454b-a46d-4894a7c9a4ec · outbound

This paper cites Role of additive manufacturing in medical application covid-19 scenario: India case study.Journal of Manufacturing Systems, 60:811–822, July 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Role of additive manufacturing in medical application covid-19 scenario: India case study.Journal of Manufacturing Systems, 60:811–822, July 2021

Reference 92

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.560761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:02.957205Z digest=sha256:0a72117a0085430f77e9dee7e2c84abeb350d2c0244d9737816960aff7762033

Observation eb0d33d0-2047-4570-b3ff-d8a4f69b430a · outbound

This paper cites 3d-printed covid-19 immunosensors with electronic readout.Chemical Engineering Journal, 425:131433, December 2021.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature 3d-printed covid-19 immunosensors with electronic readout.Chemical Engineering Journal, 425:131433, December 2021

Reference 93

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T21:57:17.175896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.030449Z digest=sha256:f34168c2ac10ca0235bcf91cfb3c7cf89dc4b0ee467835de299f7706c4b27f57

Observation b934c9dc-7ddb-4918-ab6f-1dd38d3970dc · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 94

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.382783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.094169Z digest=sha256:d1384d001e62746319b22c56e96181e4402928b4f82e9a1b090d4c9f5cbfe47d

Observation ba4ca481-5f81-44df-ba95-116062328dcd · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 95

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.198345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.170224Z digest=sha256:2e1f1bea28795ceb82ba0f94ee9c2421e35a8fbfcce40e5c871055670114f2ae

Observation d11626dd-3dcb-4c51-8cd2-f04e3d0b722a · outbound

This paper cites Covid-19: The use of 3d printing to address ppe shortage during a pandemic—a safety perspective.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Covid-19: The use of 3d printing to address ppe shortage during a pandemic—a safety perspective

Reference 96

Resolution
verified exact
doi, observed 2026-08-06T21:57:10.054439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.243186Z digest=sha256:0a8850388a2ac7acce6775ce02a538988ccdb66f9dc4ed71ddb7fea49dab44a1

Observation 10e2b07e-8a9c-4110-b374-63646ed33ff1 · outbound

This paper cites 3d printing, intellectual property rights and medical emergencies: in search of new flexibilities.Deleted Journal, 53(8):1149–1173, September 2022.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature 3d printing, intellectual property rights and medical emergencies: in search of new flexibilities.Deleted Journal, 53(8):1149–1173, September 2022

Reference 97

Resolution
verified exact
doi, observed 2026-08-06T21:57:09.877916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.307356Z digest=sha256:481c9602c0c216a800e51efe371c7aacd293a5e6252a8d9667960dfd84c6b987

Observation 07fcf32c-ce97-4c59-b36f-3785b76639b2 · outbound

This paper cites Sarower Tareq, Tanzilur Rahman, Mokarram Hossain, and Peter Dorrington.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Sarower Tareq, Tanzilur Rahman, Mokarram Hossain, and Peter Dorrington

Reference 98

Resolution
verified exact
doi, observed 2026-08-06T21:57:09.717717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.381725Z digest=sha256:8528ac2f838e084031aa2b93bae78a4c4c2f405d08b210208e190039518e8061

Observation cdf12dd3-ddb4-47a5-87e3-6a7c575724af · outbound

This paper cites an unresolved cited work.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Unresolved cited work

Reference 99

Resolution
verified exact
doi, observed 2026-08-06T21:57:09.543343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.441046Z digest=sha256:274332d8679a0bbdd9c2e738fa996ef8e572cf28255eb14e972b747366913847

Observation 5116435b-79ec-4e5b-baa3-a038a555cf7c · outbound

This paper cites Morsy, and Ibrahim H.A.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Morsy, and Ibrahim H.A

Reference 100

Resolution
verified exact
doi, observed 2026-08-06T21:57:09.373715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T21:57:03.530232Z digest=sha256:24d6d4bddd5f93a0b04d8ea141afbdeba50679c79fce52409f606d990ff9048e

Pith citing papers

No inbound Pith citation observations are available.