{"id":"https://openalex.org/W3013568091","doi":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","title":"Experimental investigations of text graph representation model efficiency for borrowings detection","display_name":"Experimental investigations of text graph representation model efficiency for borrowings detection","publication_year":2020,"publication_date":"2020-03-26","ids":{"openalex":"https://openalex.org/W3013568091","doi":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","mag":"3013568091"},"language":"en","primary_location":{"id":"doi:10.34185/1991-7848.itmm.2020.01.049","doi":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","pdf_url":"https://journals.nmetau.edu.ua/index.php/itmm/article/download/348/261","source":{"id":"https://openalex.org/S4210199101","display_name":"International scientific and technical conference Information technologies in metallurgy and machine building","issn_l":"2708-0102","issn":["2708-0102"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International scientific and technical conference Information technologies in metallurgy and machine building","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.nmetau.edu.ua/index.php/itmm/article/download/348/261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089371114","display_name":"Kuropiatnyk Olena","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1316184350","display_name":"Ministry of Education and Science","ror":"https://ror.org/03bra4w96","country_code":"UA","type":"government","lineage":["https://openalex.org/I1316184350"]},{"id":"https://openalex.org/I132769585","display_name":"National Metallurgical Academy of Ukraine","ror":"https://ror.org/026tjcs76","country_code":"UA","type":"education","lineage":["https://openalex.org/I132769585","https://openalex.org/I4387154586"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Kuropiatnyk Olena","raw_affiliation_strings":["Ministry of Education and Science of Ukraine The National Metallurgical Academy of Ukraine, Dnipro, 17 -19 March, 2020"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Education and Science of Ukraine The National Metallurgical Academy of Ukraine, Dnipro, 17 -19 March, 2020","institution_ids":["https://openalex.org/I1316184350","https://openalex.org/I132769585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089371114"],"corresponding_institution_ids":["https://openalex.org/I1316184350","https://openalex.org/I132769585"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03633547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"475","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.5145999789237976,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.5145999789237976,"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/T11492","display_name":"Academic integrity and plagiarism","score":0.15970000624656677,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.15700000524520874,"subfield":{"id":"https://openalex.org/subfields/2614","display_name":"Theoretical Computer Science"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithmic-efficiency","display_name":"algorithm efficiency","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.7483375668525696},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6284641623497009},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6264886856079102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.623823881149292},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5220546722412109},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5047060251235962},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4119947552680969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40109890699386597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3787543773651123},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33723124861717224},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32984650135040283},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2698923647403717},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11433908343315125},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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":2,"locations":[{"id":"doi:10.34185/1991-7848.itmm.2020.01.049","doi":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","pdf_url":"https://journals.nmetau.edu.ua/index.php/itmm/article/download/348/261","source":{"id":"https://openalex.org/S4210199101","display_name":"International scientific and technical conference Information technologies in metallurgy and machine building","issn_l":"2708-0102","issn":["2708-0102"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International scientific and technical conference Information technologies in metallurgy and machine building","raw_type":"journal-article"},{"id":"pmh:oai:crust.ust.edu.ua:123456789/12201","doi":null,"is_oa":true,"landing_page_url":"https://journals.nmetau.edu.ua/index.php/itmm/article/view/348/261","pdf_url":"https://journals.nmetau.edu.ua/index.php/itmm/en/article/download/348/261/712","source":{"id":"https://openalex.org/S4306402061","display_name":"\u0422\u0420\u0410\u041d\u0421\u041f\u041e\u0420\u0422\u041d\u0406 \u0421\u0418\u0421\u0422\u0415\u041c\u0418 \u0422\u0410 \u0422\u0415\u0425\u041d\u041e\u041b\u041e\u0413\u0406\u0407 \u041f\u0415\u0420\u0415\u0412\u0415\u0417\u0415\u041d\u042c (\u0417\u0411\u0406\u0420\u041d\u0418\u041a \u041d\u0410\u0423\u041a\u041e\u0412\u0418\u0425 \u041f\u0420\u0410\u0426\u042c \u0414\u041d\u0406\u041f\u0420\u041e\u041f\u0415\u0422\u0420\u041e\u0412\u0421\u042c\u041a\u041e\u0413\u041e \u041d\u0410\u0426\u0406\u041e\u041d\u0410\u041b\u042c\u041d\u041e\u0413\u041e \u0423\u041d\u0406\u0412\u0415\u0420\u0421\u0418\u0422\u0415\u0422\u0423 \u0417\u0410\u041b\u0406\u0417\u041d\u0418\u0427\u041d\u041e\u0413\u041e \u0422\u0420\u0410\u041d\u0421\u041f\u041e\u0420\u0422\u0423 \u0406\u041c\u0415\u041d\u0406 \u0410\u041a\u0410\u0414\u0415\u041c\u0406\u041a\u0410 \u0412. \u041b\u0410\u0417\u0410\u0420\u042f\u041d\u0410)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2802037141","host_organization_name":"Dnipro National University of Railway Transport named after Academician V. Lazaryan","host_organization_lineage":["https://openalex.org/I2802037141"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.34185/1991-7848.itmm.2020.01.049","doi":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1991-7848.itmm.2020.01.049","pdf_url":"https://journals.nmetau.edu.ua/index.php/itmm/article/download/348/261","source":{"id":"https://openalex.org/S4210199101","display_name":"International scientific and technical conference Information technologies in metallurgy and machine building","issn_l":"2708-0102","issn":["2708-0102"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International scientific and technical conference Information technologies in metallurgy and machine building","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013568091.pdf","grobid_xml":"https://content.openalex.org/works/W3013568091.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2985250502"],"related_works":["https://openalex.org/W2985250502","https://openalex.org/W658803468","https://openalex.org/W4313512451","https://openalex.org/W2908641552","https://openalex.org/W4247018586","https://openalex.org/W7120806657","https://openalex.org/W2388687853","https://openalex.org/W3215193788","https://openalex.org/W3083761997","https://openalex.org/W2384944785"],"abstract_inverted_index":{"The":[0,29,53,95],"paper":[1],"deals":[2],"with":[3],"investigation":[4],"of":[5,10,20,38,47,65,81,91,93],"time":[6,37],"and":[7,44,74],"functional":[8,82],"efficiency":[9,83,92],"the":[11,36,39,45,48,63,66,71,79,98],"developed":[12,72],"software":[13],"system":[14,22,73],"for":[15,51,97,112],"text":[16,25,40,49,68],"borrowings":[17],"detection.":[18],"Base":[19],"this":[21],"is":[23,59,85,105],"constructive-synthesizing":[24],"graph":[26],"representation":[27],"model.":[28],"experiment":[30],"revealed":[31],"a":[32,60],"linear":[33],"relationship":[34],"between":[35],"borrowing":[41],"check":[42],"operation":[43],"size":[46],"base":[50],"comparison.":[52],"conducted":[54],"experiments":[55],"showed":[56],"that":[57],"there":[58],"difference":[61,99],"in":[62,100,109],"results":[64,101],"checking":[67],"documents":[69],"by":[70,87],"analogue.":[75],"For":[76],"its":[77],"estimation":[78],"degree":[80],"advantage":[84],"calculated":[86],"similarly":[88],"to":[89,107],"S-estimation":[90],"algorithms.":[94],"reasons":[96],"are":[102],"identified.":[103],"Attention":[104],"drawn":[106],"obstacles":[108],"analogues":[110],"use":[111],"experimental":[113],"efficacy":[114],"investigations.":[115]},"counts_by_year":[],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2020-04-03T00:00:00"}