{"id":"https://openalex.org/W3032990568","doi":"https://doi.org/10.1109/eisic49498.2019.9108877","title":"Mining Security discussions in Suomi24","display_name":"Mining Security discussions in Suomi24","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3032990568","doi":"https://doi.org/10.1109/eisic49498.2019.9108877","mag":"3032990568"},"language":"en","primary_location":{"id":"doi:10.1109/eisic49498.2019.9108877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eisic49498.2019.9108877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 European Intelligence and Security Informatics Conference (EISIC)","raw_type":"proceedings-article"},"type":"article","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/A5044766164","display_name":"Eetu Haapamaki","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Eetu Haapamaki","raw_affiliation_strings":["Faculty of Information Technology, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075550017","display_name":"Juho Mikkola","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juho Mikkola","raw_affiliation_strings":["Faculty of Information Technology, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032254423","display_name":"Markus Hirsimaki","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markus Hirsimaki","raw_affiliation_strings":["Faculty of Information Technology, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068812101","display_name":"Mourad Oussalah","orcid":"https://orcid.org/0000-0002-4422-8723"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mourad Oussalah","raw_affiliation_strings":["Faculty of Information Techology, CMVS, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Techology, CMVS, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044766164"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36110307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9810000061988831,"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"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9810000061988831,"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/T10734","display_name":"Information and Cyber Security","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9341999888420105,"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/computer-science","display_name":"Computer science","score":0.773562490940094},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7687727212905884},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.7539607286453247},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.61934494972229},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.610274076461792},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5988710522651672},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5318111181259155},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5105623006820679},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4817485809326172},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.43453675508499146},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4261506497859955},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4244965612888336},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.328265905380249},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2890239357948303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2856513261795044},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.19159725308418274},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09135368466377258}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773562490940094},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7687727212905884},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.7539607286453247},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.61934494972229},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.610274076461792},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5988710522651672},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5318111181259155},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5105623006820679},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4817485809326172},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.43453675508499146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4261506497859955},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4244965612888336},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.328265905380249},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2890239357948303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2856513261795044},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.19159725308418274},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09135368466377258},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eisic49498.2019.9108877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eisic49498.2019.9108877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 European Intelligence and Security Informatics Conference (EISIC)","raw_type":"proceedings-article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2020061644524","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2020061644524","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1588662299","https://openalex.org/W1971788485","https://openalex.org/W1994092988","https://openalex.org/W2015370254","https://openalex.org/W2041633296","https://openalex.org/W2050119767","https://openalex.org/W2081436185","https://openalex.org/W2081577327","https://openalex.org/W2094710333","https://openalex.org/W2094908256","https://openalex.org/W2095293504","https://openalex.org/W2502025697","https://openalex.org/W4237389007","https://openalex.org/W4297945192","https://openalex.org/W6674150096"],"related_works":["https://openalex.org/W2251084681","https://openalex.org/W2098784136","https://openalex.org/W4241489294","https://openalex.org/W287510790","https://openalex.org/W3117798239","https://openalex.org/W63925617","https://openalex.org/W2968543375","https://openalex.org/W4288558800","https://openalex.org/W2888625260","https://openalex.org/W2953770453"],"abstract_inverted_index":{"This":[0],"study":[1],"examines":[2],"how":[3],"social":[4,56,121],"network":[5,57,77],"based":[6],"approach":[7,24],"can":[8],"be":[9],"applied":[10],"in":[11,19,50,91],"order":[12,51],"to":[13,30,35,47,52,83,88,114],"mine":[14],"the":[15,42,54,61,64,69,72,76,81,92,105,116,119],"security":[16],"oriented":[17],"discussions":[18],"Suomi24":[20,48],"online":[21],"forum.":[22],"The":[23],"employs":[25],"a":[26,32,97,101],"student":[27],"survey":[28],"questionnaire":[29],"collect":[31],"dictionary":[33],"related":[34],"Finland":[36],"national":[37],"security.":[38],"In":[39],"subsequent":[40],"analysis,":[41],"vocabulary":[43,66],"terms":[44],"are":[45],"mapped":[46],"corpus":[49],"construct":[53],"associated":[55],"analysis":[58,70],"that":[59,103],"quantifies":[60],"dependency":[62],"among":[63],"various":[65],"terms.":[67],"Especially,":[68],"of":[71,75,118],"dynamic":[73],"variation":[74],"topology":[78],"would":[79],"enable":[80],"decision-maker":[82],"devise":[84],"appropriate":[85],"communication":[86],"scheme":[87],"maximize":[89],"intervention":[90],"public":[93],"sphere":[94],"and":[95],"reach":[96],"wider":[98],"audience.":[99],"Besides,":[100],"parser":[102],"finds":[104],"keywords":[106],"from":[107],"VeRticalzed":[108],"text":[109],"data":[110],"format":[111],"is":[112],"developed":[113],"aid":[115],"construction":[117],"underlined":[120],"network.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
