{"id":"https://openalex.org/W4295900707","doi":"https://doi.org/10.1007/s13278-022-00915-7","title":"Analyzing social media for measuring public attitudes toward controversies and their driving factors: a case study of migration","display_name":"Analyzing social media for measuring public attitudes toward controversies and their driving factors: a case study of migration","publication_year":2022,"publication_date":"2022-09-10","ids":{"openalex":"https://openalex.org/W4295900707","doi":"https://doi.org/10.1007/s13278-022-00915-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/36105922"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-022-00915-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-022-00915-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-022-00915-7.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-022-00915-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100627355","display_name":"Yiyi Chen","orcid":"https://orcid.org/0009-0000-2482-6446"},"institutions":[{"id":"https://openalex.org/I158675288","display_name":"FIZ Karlsruhe \u2013 Leibniz Institute for Information Infrastructure","ror":"https://ror.org/0387prb75","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I158675288","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yiyi Chen","raw_affiliation_strings":["FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","institution_ids":["https://openalex.org/I158675288"]},{"raw_affiliation_string":"Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082238675","display_name":"Harald Sack","orcid":"https://orcid.org/0000-0001-7069-9804"},"institutions":[{"id":"https://openalex.org/I158675288","display_name":"FIZ Karlsruhe \u2013 Leibniz Institute for Information Infrastructure","ror":"https://ror.org/0387prb75","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I158675288","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Harald Sack","raw_affiliation_strings":["FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","institution_ids":["https://openalex.org/I158675288"]},{"raw_affiliation_string":"Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009026163","display_name":"Mehwish Alam","orcid":"https://orcid.org/0000-0002-7867-6612"},"institutions":[{"id":"https://openalex.org/I158675288","display_name":"FIZ Karlsruhe \u2013 Leibniz Institute for Information Infrastructure","ror":"https://ror.org/0387prb75","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I158675288","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mehwish Alam","raw_affiliation_strings":["FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"FIZ Karlsruhe - Leibniz Institute for Information Infrastructure, Karlsruhe, Germany","institution_ids":["https://openalex.org/I158675288"]},{"raw_affiliation_string":"Institute for Applied Informatics and Formal Description Systems (AIFB), Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100627355"],"corresponding_institution_ids":["https://openalex.org/I102335020","https://openalex.org/I158675288"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.2498,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83111639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"135","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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/T10557","display_name":"Social Media and Politics","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T13718","display_name":"Media Influence and Politics","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7080501317977905},{"id":"https://openalex.org/keywords/immigration","display_name":"Immigration","score":0.56045001745224},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.557781994342804},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.5248417854309082},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5077858567237854},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.452114462852478},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.4478312134742737},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4078531265258789},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40294861793518066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37971392273902893},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.35892319679260254},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33076268434524536},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.18179157376289368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14604118466377258},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.08451038599014282}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7080501317977905},{"id":"https://openalex.org/C70036468","wikidata":"https://www.wikidata.org/wiki/Q131288","display_name":"Immigration","level":2,"score":0.56045001745224},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.557781994342804},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.5248417854309082},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5077858567237854},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.452114462852478},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.4478312134742737},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4078531265258789},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40294861793518066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37971392273902893},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.35892319679260254},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33076268434524536},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.18179157376289368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14604118466377258},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.08451038599014282},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s13278-022-00915-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-022-00915-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-022-00915-7.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},{"id":"pmid:36105922","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36105922","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social network analysis and mining","raw_type":null},{"id":"pmh:doi:10.34657/10663","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9463678","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9463678","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soc Netw Anal Min","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s13278-022-00915-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-022-00915-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-022-00915-7.pdf","source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.800000011920929,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295900707.pdf","grobid_xml":"https://content.openalex.org/works/W4295900707.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W199749264","https://openalex.org/W1744779065","https://openalex.org/W1971290995","https://openalex.org/W1975979555","https://openalex.org/W1976846597","https://openalex.org/W2046166587","https://openalex.org/W2090920384","https://openalex.org/W2131774270","https://openalex.org/W2134511983","https://openalex.org/W2141835149","https://openalex.org/W2144100511","https://openalex.org/W2250734458","https://openalex.org/W2302501749","https://openalex.org/W2473555522","https://openalex.org/W2595653137","https://openalex.org/W2763119774","https://openalex.org/W2785615365","https://openalex.org/W2806872289","https://openalex.org/W2807558998","https://openalex.org/W2900552576","https://openalex.org/W2916132663","https://openalex.org/W2927702323","https://openalex.org/W2963026768","https://openalex.org/W2963341956","https://openalex.org/W2963974889","https://openalex.org/W2978980901","https://openalex.org/W2996644651","https://openalex.org/W3033822740","https://openalex.org/W3037850663","https://openalex.org/W3041160828","https://openalex.org/W3045464143","https://openalex.org/W3046519084","https://openalex.org/W3092272674","https://openalex.org/W3100425853","https://openalex.org/W3100733572","https://openalex.org/W3104748221","https://openalex.org/W3111655108","https://openalex.org/W3120906435","https://openalex.org/W3152625397","https://openalex.org/W3173380736","https://openalex.org/W3187628805","https://openalex.org/W3194373255","https://openalex.org/W4320486010"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W2919232795","https://openalex.org/W2159848406"],"abstract_inverted_index":{"Among":[0],"other":[1],"ways":[2],"of":[3,21,40,68,77,84,93,116,192,228],"expressing":[4,30],"opinions":[5],"on":[6,80],"media":[7,14],"such":[8],"as":[9,16,99],"blogs,":[10],"and":[11,49,70,121,131,157,181,195,217,226],"forums,":[12],"social":[13,156,193],"(such":[15],"Twitter)":[17],"has":[18],"become":[19],"one":[20],"the":[22,38,61,81,110,144,154,170,173,189,198,207,212,224,238],"most":[23],"widely":[24],"used":[25,151],"channels":[26],"by":[27,135],"populations":[28],"for":[29],"their":[31],"opinions.":[32,52],"With":[33],"an":[34],"increasing":[35],"interest":[36],"in":[37,42,66,109,188],"topic":[39,83,125],"migration":[41,65],"Europe,":[43],"it":[44],"is":[45,232],"important":[46],"to":[47,106,142,152,210],"process":[48],"analyze":[50],"these":[51],"To":[53,184],"this":[54,56],"end,":[55],"study":[57,87,221],"aims":[58],"at":[59],"measuring":[60],"public":[62,162,213],"attitudes":[63,163,214],"toward":[64,164,215],"terms":[67],"sentiments":[69],"hate":[71,137],"speech":[72,138],"from":[73,104],"a":[74,89],"large":[75],"number":[76],"tweets":[78,97,103],"crawled":[79],"decisive":[82],"migration.":[85,165],"This":[86,220],"introduces":[88],"knowledge":[90],"base":[91],"(KB)":[92],"anonymized":[94],"migration-related":[95],"annotated":[96],"termed":[98],"MigrationsKB":[100],"(MGKB).":[101],"The":[102,166],"2013":[105],"July":[107],"2021":[108],"European":[111],"countries":[112,174],"that":[113,172],"are":[114,118,140,150,200],"hosts":[115],"immigrants":[117],"collected,":[119],"pre-processed,":[120],"filtered":[122],"using":[123],"advanced":[124],"modeling":[126],"techniques.":[127],"BERT-based":[128],"entity":[129],"linking":[130],"sentiment":[132],"analysis,":[133],"complemented":[134],"attention-based":[136],"detection,":[139],"performed":[141],"annotate":[143],"curated":[145],"tweets.":[146,183],"Moreover,":[147],"external":[148],"databases":[149],"identify":[153],"potential":[155],"economic":[158,218],"factors":[159],"causing":[160],"negative":[161,180],"analysis":[167],"aligns":[168],"with":[169,175],"hypothesis":[171],"more":[176],"migrants":[177],"have":[178],"fewer":[179],"hateful":[182],"further":[185,222],"promote":[186],"research":[187],"interdisciplinary":[190],"fields":[191],"sciences":[194],"computer":[196],"science,":[197],"outcomes":[199],"integrated":[201],"into":[202],"MGKB,":[203],"which":[204],"significantly":[205],"extends":[206],"existing":[208],"ontology":[209],"consider":[211],"migrations":[216],"indicators.":[219],"discusses":[223],"use-cases":[225],"exploitation":[227],"MGKB.":[229],"Finally,":[230],"MGKB":[231],"made":[233],"publicly":[234],"available,":[235],"fully":[236],"supporting":[237],"FAIR":[239],"principles.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}