{"id":"https://openalex.org/W4387697265","doi":"https://doi.org/10.1109/acit58437.2023.10275458","title":"Category Classification of Content from Instagram Business Pages","display_name":"Category Classification of Content from Instagram Business Pages","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4387697265","doi":"https://doi.org/10.1109/acit58437.2023.10275458"},"language":"en","primary_location":{"id":"doi:10.1109/acit58437.2023.10275458","doi":"https://doi.org/10.1109/acit58437.2023.10275458","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58437.2023.10275458","pdf_url":null,"source":{"id":"https://openalex.org/S4363608254","display_name":"International Conference on Advanced Computer Information Technologies (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5014675672","display_name":"Iryna Mysiuk","orcid":"https://orcid.org/0000-0002-3641-4518","observed_orcids":["https://orcid.org/0000-0002-3641-4518"]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Mysiuk","raw_affiliation_strings":["Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]},{"raw_affiliation_string":"Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010707582","display_name":"Roman Mysiuk","orcid":"https://orcid.org/0000-0002-7843-7646","observed_orcids":["https://orcid.org/0000-0002-7843-7646"]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Mysiuk","raw_affiliation_strings":["Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]},{"raw_affiliation_string":"Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034777624","display_name":"\u0420\u043e\u043c\u0430\u043d \u0428\u0443\u0432\u0430\u0440","orcid":"https://orcid.org/0000-0001-6768-4695","observed_orcids":["https://orcid.org/0000-0001-6768-4695"]},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Shuvar","raw_affiliation_strings":["Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ivan Franko National University of Lviv,Department of System Design,Lviv,Ukraine","institution_ids":["https://openalex.org/I200280692"]},{"raw_affiliation_string":"Department of System Design, Ivan Franko National University of Lviv, Lviv, Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049859653","display_name":"Volodymyr Yuzevych","orcid":"https://orcid.org/0000-0001-5244-1850","observed_orcids":["https://orcid.org/0000-0001-5244-1850"]},"institutions":[{"id":"https://openalex.org/I4210119943","display_name":"G.V. Karpenko Physical-Mechanical Institute","ror":"https://ror.org/02jv3yx22","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210119943"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Yuzevych","raw_affiliation_strings":["Karpenko Physico-Mechanical Institute of the NAS of Ukraine,Department of Electrophysical Methods of Non-Destructive Testing,Lviv,Ukraine","Department of Electrophysical Methods of Non-Destructive Testing, Karpenko Physico-Mechanical Institute of the NAS of Ukraine, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karpenko Physico-Mechanical Institute of the NAS of Ukraine,Department of Electrophysical Methods of Non-Destructive Testing,Lviv,Ukraine","institution_ids":["https://openalex.org/I4210119943"]},{"raw_affiliation_string":"Department of Electrophysical Methods of Non-Destructive Testing, Karpenko Physico-Mechanical Institute of the NAS of Ukraine, Lviv, Ukraine","institution_ids":["https://openalex.org/I4210119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059021535","display_name":"Vitaliy Hudyma","orcid":"https://orcid.org/0000-0001-6708-3910","observed_orcids":["https://orcid.org/0000-0001-6708-3910"]},"institutions":[{"id":"https://openalex.org/I4387156416","display_name":"Lviv University of Business and Law","ror":"https://ror.org/05x83ep82","country_code":"UA","type":"education","lineage":["https://openalex.org/I4387156416"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vitaliy Hudyma","raw_affiliation_strings":["Lviv University of Business and Law,Department of Judiciary, Prosecution and Advocacy,Lviv,Ukraine","Department of Judiciary, Prosecution and Advocacy, Lviv University of Business and Law, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv University of Business and Law,Department of Judiciary, Prosecution and Advocacy,Lviv,Ukraine","institution_ids":["https://openalex.org/I4387156416"]},{"raw_affiliation_string":"Department of Judiciary, Prosecution and Advocacy, Lviv University of Business and Law, Lviv, Ukraine","institution_ids":["https://openalex.org/I4387156416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002382527","display_name":"Yurii Vizniak","orcid":"https://orcid.org/0000-0003-3394-0448","observed_orcids":["https://orcid.org/0000-0003-3394-0448"]},"institutions":[{"id":"https://openalex.org/I4387156416","display_name":"Lviv University of Business and Law","ror":"https://ror.org/05x83ep82","country_code":"UA","type":"education","lineage":["https://openalex.org/I4387156416"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yurii Vizniak","raw_affiliation_strings":["Lviv University of Business and Law,Department of Business Economy and Information Technology,Lviv,Ukraine","Department of Business Economy and Information Technology, Lviv University of Business and Law, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv University of Business and Law,Department of Business Economy and Information Technology,Lviv,Ukraine","institution_ids":["https://openalex.org/I4387156416"]},{"raw_affiliation_string":"Department of Business Economy and Information Technology, Lviv University of Business and Law, Lviv, Ukraine","institution_ids":["https://openalex.org/I4387156416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3314,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53253921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"115","issue":null,"first_page":"570","last_page":"573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9984999895095825,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9984999895095825,"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/T10028","display_name":"Topic Modeling","score":0.0006000000284984708,"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/T13910","display_name":"Computational and Text Analysis Methods","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/information-technology","display_name":"information technology","score":0.40700000524520874},{"id":"https://openalex.org/keywords/microsoft","display_name":"Microsoft","score":0.4440000057220459},{"id":"https://openalex.org/keywords/nasa","display_name":"NASA","score":0.5600000023841858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502425670623779},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4968574345111847},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.45385560393333435},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43083637952804565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0830652117729187},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit58437.2023.10275458","doi":"https://doi.org/10.1109/acit58437.2023.10275458","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58437.2023.10275458","pdf_url":null,"source":{"id":"https://openalex.org/S4363608254","display_name":"International Conference on Advanced Computer Information Technologies (ACIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2249511864","https://openalex.org/W2515790782","https://openalex.org/W2567021377","https://openalex.org/W2741916926","https://openalex.org/W2895523296","https://openalex.org/W2944706448","https://openalex.org/W2974169982","https://openalex.org/W3006419161","https://openalex.org/W3098908111","https://openalex.org/W3109369207","https://openalex.org/W3115019613","https://openalex.org/W3126628143","https://openalex.org/W3135919660","https://openalex.org/W3157224597","https://openalex.org/W3215001404","https://openalex.org/W4220898575","https://openalex.org/W4294884465","https://openalex.org/W4304816028","https://openalex.org/W4312607809","https://openalex.org/W4313266217","https://openalex.org/W6787357669"],"related_works":["https://openalex.org/W2257198272","https://openalex.org/W2888809564","https://openalex.org/W4405180749","https://openalex.org/W2345932551","https://openalex.org/W3118340805","https://openalex.org/W2945264694","https://openalex.org/W4312467534","https://openalex.org/W2952923349","https://openalex.org/W3007414605","https://openalex.org/W3158880939"],"abstract_inverted_index":{"The":[0,66,94],"paper":[1],"shows":[2],"the":[3,12,23,37,74,86,105],"possibility":[4],"of":[5,15,29,52,69,76,108,114],"using":[6],"texts":[7,16,30,80],"related":[8,35],"to":[9,36,99,110],"hashtags":[10,38,90],"for":[11,31,73],"automated":[13],"classification":[14],"from":[17,49],"business":[18],"pages":[19,109],"or":[20,103],"organizations":[21],"on":[22,46],"social":[24],"network":[25,33],"Instagram.":[26,47],"Three":[27],"groups":[28],"neural":[32],"training":[34],"\u201cIT\u201d,":[39],"\u201cmedicine\u201d":[40],"and":[41,55],"\u201castronomy\u201d":[42],"have":[43],"been":[44],"identified":[45],"Texts":[48],"Instagram":[50],"posts":[51],"\u201cmicrosoft\u201d,":[53],"\u201cmed.base\u201d":[54],"\u201cnasa\u201d":[56],"accounts":[57],"are":[58,71,81],"collected":[59],"as":[60,91],"a":[61,111],"test":[62],"data":[63],"set,":[64],"respectively.":[65],"best":[67],"results":[68],"post-categorization":[70],"observed":[72],"field":[75,88],"information":[77],"technology,":[78],"fewer":[79],"specified":[82],"by":[83],"words":[84],"in":[85],"medical":[87],"with":[89],"trained":[92],"data.":[93],"classifier":[95],"can":[96],"be":[97],"used":[98],"automatically":[100],"sort":[101],"content":[102],"determine":[104],"probable":[106],"belonging":[107],"defined":[112],"set":[113],"categories.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-10-18T00:00:00"}