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    Determining Impact Scores of Tweets in Turkish at Disaster Times

    Source: Natural Hazards Review:;2026:;Volume ( 027 ):;issue: 003::page 04026015-1
    Author:
    Ozek, Oke
    ,
    Kumluca Topalli, Ayca
    DOI: 10.1061/NHREFO.NHENG-2734
    Publisher: American Society of Civil Engineers
    Abstract: AbstractNatural disasters, particularly earthquakes, occur frequently and result in significant damage in Türkiye. Addressing the challenges that emerge in the aftermath of such events is of paramount importance. This study presents a system designed to ...This graphical abstract shows how earthquake-related tweets from Türkiye are analysed. First, they are classified by a large language model as urgent, related, and other. Then the urgent and related ones are sent to an impact calculator that produces an ...Practical ApplicationsThis study shows how social media messages can be turned into a powerful tool for disaster response. After major events such as the February 2023 earthquakes in Türkiye, thousands of tweets were shared, but it is difficult for ...
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      Determining Impact Scores of Tweets in Turkish at Disaster Times

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    https://yetl.yabesh.ir/yetl1/handle/yetl/4314037
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    contributor authorOzek, Oke
    contributor authorKumluca Topalli, Ayca
    date accessioned2026-08-20T21:09:18Z
    date available2026-08-20T21:09:18Z
    date copyright2026/06/02
    date issued2026
    identifier otherNHREFO.NHENG-2734.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4314037
    description abstractAbstractNatural disasters, particularly earthquakes, occur frequently and result in significant damage in Türkiye. Addressing the challenges that emerge in the aftermath of such events is of paramount importance. This study presents a system designed to ...This graphical abstract shows how earthquake-related tweets from Türkiye are analysed. First, they are classified by a large language model as urgent, related, and other. Then the urgent and related ones are sent to an impact calculator that produces an ...Practical ApplicationsThis study shows how social media messages can be turned into a powerful tool for disaster response. After major events such as the February 2023 earthquakes in Türkiye, thousands of tweets were shared, but it is difficult for ...
    publisherAmerican Society of Civil Engineers
    titleDetermining Impact Scores of Tweets in Turkish at Disaster Times
    typeJournal Article
    journal volume27
    journal issue3
    journal titleNatural Hazards Review
    identifier doi10.1061/NHREFO.NHENG-2734
    journal fristpage04026015-1
    journal lastpage04026015-12
    page12
    treeNatural Hazards Review:;2026:;Volume ( 027 ):;issue: 003
    contenttypeFulltext
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