Emotional analysis of safeness and risk perception of drones during the COVID-19 pandemic in Italy

被引:0
|
作者
Garzia, Fabio [1 ,2 ,3 ]
Borghini, Francesco [1 ]
Castagnolo, Antonello [1 ]
Lombardi, Mara [1 ]
Ramalingam, Soodamani [4 ]
机构
[1] SAPIENZA Univ Rome, Safety & Secur Engn Grp DICMA, Rome, Italy
[2] Wessex Inst Technol, Southampton, Hants, England
[3] European Acad Sci & Arts, Salzburg, Austria
[4] Univ Hertfordshire, Sch Phys Engn & Comp Sci, Hatfield, Herts, England
关键词
Perceived risk assessment for security & safety; Open-Source Intelligent Techniques for security & safety; OSINT; opinion mining for security & safety; sentiment analysis for security & safety; COVID-19; pandemic; drones security & safety;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The estimation of perceived safeness and risk by individuals is very significant for security and safety managing. Every person is based on the judgments of other persons to do a choosing and the Internet personifies the location where these judgments are mostly tracked, obtained, and assessed. From this point of view, social networks have a significant influence. For this reason, Opinion Mining and Sentiment Analysis have found remarkable utilizes in a multiplicity of circumstances and one of the most notable is represented by public safety and security. The purpose of the present work is to investigate the perception of safeness and risk of drones during COVID-19 pandemic in Italy. It was considered the period from Aprile 15 to December 10, 2020, properly divided into 4 significant phases, highlighting the emotional components using the semantic analysis of the textual contents present in Twitter.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Swiss University Students' Risk Perception and General Anxiety during the COVID-19 Pandemic
    Dratva, Julia
    Zysset, Annina
    Schlatter, Nadine
    von Wyl, Agnes
    Huber, Marion
    Volken, Thomas
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (20) : 1 - 11
  • [42] Environmental Risk Perception and Preventive Behavior during the COVID-19 Pandemic in Central Taiwan
    Hsu, Kuo-Wei
    Chao, Jen-Chih
    Hsu, Ching-Yi
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (18)
  • [43] Impact of pandemic proximity and media use on risk perception during COVID-19 in China
    Zhou, Shuhuan
    Geomatics, Natural Hazards and Risk, 2022, 13 (01): : 591 - 609
  • [44] Impact of pandemic proximity and media use on risk perception during COVID-19 in China
    Zhou, Shuhuan
    GEOMATICS NATURAL HAZARDS & RISK, 2022, 13 (01) : 591 - 609
  • [45] The impact of Serbian tourists' risk perception on their travel intentions during the COVID-19 pandemic
    Peric, Goran
    Dramicanin, Sandra
    Conic, Momcilo
    EUROPEAN JOURNAL OF TOURISM RESEARCH, 2021, 27
  • [46] Risk perception and affective state on work exhaustion in obstetrics during the COVID-19 pandemic
    Perlini, Cinzia
    Garzon, Simone
    Franchi, Massimo
    Donisi, Valeria
    Rimondini, Michela
    Bosco, Mariachiara
    Uccella, Stefano
    Cromi, Antonella
    Ghezzi, Fabio
    Ginami, Maddalena
    Sartori, Enrico
    Ciccarone, Francesca
    Scambia, Giovanni
    Del Piccolo, Lidia
    Raffaelli, Ricciarda
    OPEN MEDICINE, 2022, 17 (01): : 1599 - 1611
  • [47] Race and Ideology in a Pandemic: White Privilege and Patterns of Risk Perception during COVID-19
    Vargas, Nicholas
    Mora, G. Cristina
    Gleeson, Shannon
    SOCIAL PROBLEMS, 2023, 70 (01) : 219 - 237
  • [48] Systemic inflammation and emotional responses during the COVID-19 pandemic
    Odessa S. Hamilton
    Dorina Cadar
    Andrew Steptoe
    Translational Psychiatry, 11
  • [49] Systemic inflammation and emotional responses during the COVID-19 pandemic
    Hamilton, Odessa S.
    Cadar, Dorina
    Steptoe, Andrew
    TRANSLATIONAL PSYCHIATRY, 2021, 11 (01)
  • [50] Risk Perception in the COVID-19 pandemic; a health promotion approach
    Arefi, Maryam Feiz
    Babaei, Amin Pouya
    Barzanouni, Somaye
    Ebrahimi, Sahar
    Salehi, Amir Reza
    Khajehnasiri, Farahnaz
    Poursadeghian, Mohsen
    JOURNAL OF EDUCATION AND HEALTH PROMOTION, 2022, 11 (01) : 118