{"id":"https://openalex.org/W3206052439","doi":"https://doi.org/10.23919/mipro52101.2021.9596693","title":"Prediction of COVID-19 Related Information Spreading on Twitter","display_name":"Prediction of COVID-19 Related Information Spreading on Twitter","publication_year":2021,"publication_date":"2021-09-27","ids":{"openalex":"https://openalex.org/W3206052439","doi":"https://doi.org/10.23919/mipro52101.2021.9596693","mag":"3206052439"},"language":"en","primary_location":{"id":"doi:10.23919/mipro52101.2021.9596693","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro52101.2021.9596693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081715972","display_name":"Karlo Babi\u0107","orcid":"https://orcid.org/0000-0001-6343-0938"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Karlo Babic","raw_affiliation_strings":["Center for Artificial Intelligence and Cybersecurity, University of Rijeka","Department of Informatics, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Department of Informatics, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070974480","display_name":"Milan Petrovi\u0107","orcid":"https://orcid.org/0000-0001-5302-9366"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Milan Petrovic","raw_affiliation_strings":["Center for Artificial Intelligence and Cybersecurity, University of Rijeka","Department of Informatics, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Department of Informatics, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081811688","display_name":"Slobodan Beliga","orcid":"https://orcid.org/0000-0003-1407-6156"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Slobodan Beliga","raw_affiliation_strings":["Center for Artificial Intelligence and Cybersecurity, University of Rijeka","Department of Informatics, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Department of Informatics, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040727386","display_name":"Sanda Martin\u010di\u0107-Ip\u0161i\u0107","orcid":"https://orcid.org/0000-0002-1900-5333"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sanda Martincic-Ipsic","raw_affiliation_strings":["Center for Artificial Intelligence and Cybersecurity, University of Rijeka","Department of Informatics, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Department of Informatics, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073607586","display_name":"Marko Pranji\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Pranjic","raw_affiliation_strings":["Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan International Postgraduate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069225913","display_name":"Ana Me\u0161trovi\u0107","orcid":"https://orcid.org/0000-0001-9513-9467"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ana Mestrovic","raw_affiliation_strings":["Center for Artificial Intelligence and Cybersecurity, University of Rijeka","Department of Informatics, University of Rijeka, Rijeka, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Department of Informatics, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7481246590614319},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.7027832865715027},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6666942834854126},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6102486252784729},{"id":"https://openalex.org/keywords/spreadability","display_name":"Spreadability","score":0.5631921291351318},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49151667952537537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4823983907699585},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37519705295562744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13749241828918457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7481246590614319},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.7027832865715027},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6666942834854126},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6102486252784729},{"id":"https://openalex.org/C2781131970","wikidata":"https://www.wikidata.org/wiki/Q28134859","display_name":"Spreadability","level":2,"score":0.5631921291351318},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49151667952537537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4823983907699585},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37519705295562744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13749241828918457},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro52101.2021.9596693","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro52101.2021.9596693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.800000011920929,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G6424830661","display_name":null,"funder_award_id":"IP-CORONA-04-2061","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"}],"funders":[{"id":"https://openalex.org/F4320322674","display_name":"Hrvatska Zaklada za Znanost","ror":"https://ror.org/03n51vw80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1025179915","https://openalex.org/W1997937259","https://openalex.org/W2080290417","https://openalex.org/W2472225127","https://openalex.org/W2487095358","https://openalex.org/W2493916176","https://openalex.org/W2504711863","https://openalex.org/W2521419565","https://openalex.org/W2532065816","https://openalex.org/W2737056279","https://openalex.org/W2770039499","https://openalex.org/W2792883466","https://openalex.org/W2896457183","https://openalex.org/W2898471113","https://openalex.org/W2990152790","https://openalex.org/W3011345566","https://openalex.org/W3012936764","https://openalex.org/W3015998441","https://openalex.org/W3020349211","https://openalex.org/W3025636516","https://openalex.org/W3036730291","https://openalex.org/W3041699688","https://openalex.org/W3046527520","https://openalex.org/W3096274078","https://openalex.org/W3096948331","https://openalex.org/W3099727075","https://openalex.org/W3101739755","https://openalex.org/W3113012686","https://openalex.org/W4309738986","https://openalex.org/W6626540732","https://openalex.org/W6637805623","https://openalex.org/W6755207826","https://openalex.org/W6774827228"],"related_works":["https://openalex.org/W2095425677","https://openalex.org/W2040957407","https://openalex.org/W2529562064","https://openalex.org/W4205498697","https://openalex.org/W2090089138","https://openalex.org/W4241684790","https://openalex.org/W2112532170","https://openalex.org/W1971174658","https://openalex.org/W3204037245","https://openalex.org/W1983145388"],"abstract_inverted_index":{"In":[0,37,68,88],"this":[1,74],"paper,":[2],"we":[3,41,72,91,120],"explore":[4],"the":[5,24,29,34,38,64,69,83,93,110,114,117,160],"influence":[6],"of":[7,26,79,86,102,116],"COVID-19":[8,35,106,137,153],"related":[9,107,138,151,166],"content":[10],"in":[11,20,28,76],"tweets":[12,27,103,131,147,161],"on":[13,23,63,155],"their":[14],"spreadability.":[15],"The":[16,57],"experiment":[17],"is":[18,53],"performed":[19],"two":[21,97,123],"steps":[22],"dataset":[25,95],"Croatian":[30],"language":[31],"posted":[32],"during":[33],"pandemics.":[36],"first":[39],"step,":[40,71],"train":[42],"a":[43,51,77],"feedforward":[44],"neural":[45],"network":[46],"model":[47,59,75],"to":[48,152,167],"predict":[49],"if":[50],"tweet":[52],"highly-spreadable":[54],"or":[55,139],"not.":[56],"trained":[58],"achieves":[60],"62.5%":[61],"accuracy":[62],"binary":[65],"classification":[66],"problem.":[67],"second":[70],"use":[73],"set":[78],"experiments":[80],"for":[81],"predicting":[82],"average":[84,156],"spreadability":[85,158],"tweets.":[87,118],"these":[89,122],"experiments,":[90],"separate":[92],"original":[94],"into":[96,130],"disjoint":[98],"subsets:":[99],"one":[100],"composed":[101],"filtered":[104],"using":[105],"keywords":[108],"and":[109,127,132],"other":[111],"that":[112,146,148,162],"contains":[113],"rest":[115],"Additionally,":[119],"modified":[121],"subsets":[124],"by":[125],"adding":[126],"removing":[128],"tokens":[129],"thus":[133],"making":[134],"them":[135],"artificially":[136],"not":[140,164],"related.":[141],"Our":[142],"preliminary":[143],"results":[144],"indicate":[145],"are":[149,163],"semantically":[150,165],"have":[154],"higher":[157],"than":[159],"COVID-19.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}