{"id":"https://openalex.org/W4407100748","doi":"https://doi.org/10.34185/1562-9945-6-155-2024-18","title":"Database models for storing big data","display_name":"Database models for storing big data","publication_year":2025,"publication_date":"2025-02-02","ids":{"openalex":"https://openalex.org/W4407100748","doi":"https://doi.org/10.34185/1562-9945-6-155-2024-18"},"language":"en","primary_location":{"id":"doi:10.34185/1562-9945-6-155-2024-18","doi":"https://doi.org/10.34185/1562-9945-6-155-2024-18","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1562-9945-6-155-2024-18","pdf_url":"https://journals.nmetau.edu.ua/index.php/st/article/download/1926/1200","source":{"id":"https://openalex.org/S4210181194","display_name":"System technologies","issn_l":"1562-9945","issn":["1562-9945","2707-7977"],"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":"System technologies","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.nmetau.edu.ua/index.php/st/article/download/1926/1200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115056970","display_name":"\u041e\u043b\u0435\u0433 \u0420\u0435\u0437\u043d\u0456\u0447\u0435\u043d\u043a\u043e","orcid":"https://orcid.org/0009-0001-0194-5079","observed_orcids":["https://orcid.org/0009-0001-0194-5079"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reznichenko O.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029692747","display_name":"Oksana Liashenko","orcid":"https://orcid.org/0000-0002-9983-5504","observed_orcids":["https://orcid.org/0000-0002-9983-5504","https://orcid.org/0000-0001-5489-815X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liashenko O.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116133057","display_name":"V. Arkhypova","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arkhypova V.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01112076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"155","first_page":"155","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.54830002784729,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.54830002784729,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.19140000641345978,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.14249999821186066,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data-storage","display_name":"big data storage","score":0.9269999861717224},{"id":"https://openalex.org/keywords/database-model","display_name":"database model","score":0.7730000019073486},{"id":"https://openalex.org/keywords/environmental-monitoring-data","display_name":"environmental monitoring data","score":0.7910000085830688},{"id":"https://openalex.org/keywords/nosql-databases","display_name":"NoSQL databases","score":0.8040000200271606},{"id":"https://openalex.org/keywords/relational-databases","display_name":"relational databases","score":0.9919999837875366},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.6370000243186951},{"id":"https://openalex.org/keywords/entity-relationship-diagram","display_name":"entity relationship diagram","score":0.7239999771118164},{"id":"https://openalex.org/keywords/data-classification","display_name":"data classification","score":0.47600001096725464},{"id":"https://openalex.org/keywords/pollution-monitoring","display_name":"pollution monitoring","score":0.38999998569488525}],"concepts":[{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.7155026197433472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762610673904419},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48573070764541626},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21690663695335388}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.34185/1562-9945-6-155-2024-18","doi":"https://doi.org/10.34185/1562-9945-6-155-2024-18","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1562-9945-6-155-2024-18","pdf_url":"https://journals.nmetau.edu.ua/index.php/st/article/download/1926/1200","source":{"id":"https://openalex.org/S4210181194","display_name":"System technologies","issn_l":"1562-9945","issn":["1562-9945","2707-7977"],"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":"System technologies","raw_type":"journal-article"},{"id":"pmh:oai:crust.ust.edu.ua:123456789/19655","doi":null,"is_oa":true,"landing_page_url":"https://crust.ust.edu.ua/handle/123456789/19655","pdf_url":"https://crust.ust.edu.ua/bitstreams/ab6bc10f-5fcf-49e3-a563-a5b7407cc074/download","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":"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"}],"best_oa_location":{"id":"doi:10.34185/1562-9945-6-155-2024-18","doi":"https://doi.org/10.34185/1562-9945-6-155-2024-18","is_oa":true,"landing_page_url":"https://doi.org/10.34185/1562-9945-6-155-2024-18","pdf_url":"https://journals.nmetau.edu.ua/index.php/st/article/download/1926/1200","source":{"id":"https://openalex.org/S4210181194","display_name":"System technologies","issn_l":"1562-9945","issn":["1562-9945","2707-7977"],"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":"System technologies","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/W4407100748.pdf","grobid_xml":"https://content.openalex.org/works/W4407100748.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W71565287","https://openalex.org/W2810375356","https://openalex.org/W3211990708","https://openalex.org/W3142520881","https://openalex.org/W2590482300","https://openalex.org/W4312252815","https://openalex.org/W7017428652","https://openalex.org/W6888895722","https://openalex.org/W3114865908","https://openalex.org/W6980261864"],"abstract_inverted_index":{"The":[0,14,33,140,157,203,354,380,393],"issues":[1],"related":[2],"to":[3,38,78,163,183,189,195,209,248,269],"the":[4,19,28,43,63,66,72,83,110,114,127,130,133,143,146,160,185,193,210,213,220,235,241,249,255,259,267,314,376,389,411],"formation":[5],"of":[6,16,30,58,68,101,113,118,129,142,148,154,159,172,187,199,212,228,237,251,272,286,295,316,327,350,382],"large":[7,325],"data":[8,41,64,134,149,173,205,221,271,287,306,338,366,377,397,405],"collections":[9],"are":[10,206,282,320,343,361,391],"not":[11,106],"fully":[12],"resolved.":[13],"amount":[15],"information":[17,59,108,188,260,317],"in":[18,27,88,192,232,339,388],"world":[20],"is":[21,93,105,124,132,145,162,222],"constantly":[22],"increasing,":[23],"which":[24,92],"has":[25,297,356],"resulted":[26],"problem":[29],"its":[31,215,238,252,298],"storage.":[32,253],"term":[34],"\"big":[35],"data\"":[36],"created":[37],"define":[39],"this":[40],"includes":[42,60],"following":[44,256],"characteristics":[45],"such":[46,119,265,289],"as":[47,151,266,290],"quantity,":[48],"processing":[49,117,323,375],"speed,":[50],"variety,":[51],"reliability,":[52],"variability":[53],"and":[54,74,90,98,116,121,168,217,245,277,279,292,300,329,346],"value.":[55],"This":[56],"type":[57],"environmental":[61,137,155,369],"characteristics;":[62],"determine":[65,184],"distribution":[67],"relevant":[69],"indicators":[70],"on":[71,109],"Earth":[73],"make":[75,79],"it":[76,230],"possible":[77],"a":[80,152,200,324],"forecast":[81],"for":[82,95,166,180,258,322,364,374,396,402,410],"future":[84],"regarding":[85],"their":[86,181],"changes":[87],"time":[89],"space,":[91],"important":[94],"economic":[96],"management":[97],"sustainable":[99],"development":[100],"humanity.":[102],"However,":[103],"there":[104],"enough":[107],"effective":[111],"organisation":[112],"storage":[115,147,307,398],"data,":[120],"further":[122],"research":[123,355],"needed.":[125],"Thus,":[126],"object":[128],"study":[131,144,161],"obtained":[135,150,223,367],"at":[136],"monitoring":[138,370],"stations.":[139,371],"subject":[141],"result":[153],"monitoring.":[156],"purpose":[158],"develop":[164],"criteria":[165,257,395],"evaluating":[167],"comparing":[169],"different":[170],"types":[171,186],"repositories,":[174],"taking":[175],"into":[176],"account":[177],"specific":[178],"requirements":[179],"storage;":[182],"be":[190,263,386],"stored":[191,387],"database;":[194],"create":[196],"an":[197,225,340],"ER-diagram":[198],"particular":[201],"database.":[202],"received":[204,261],"classified":[207],"according":[208],"state":[211,244],"environment,":[214],"location":[216],"pollution.":[218],"As":[219],"from":[224,234,368],"extended":[226],"system":[227],"observations,":[229],"passes":[231],"stages":[233],"place":[236,250],"registration":[239],"through":[240],"city,":[242],"regional,":[243],"global":[246],"network":[247],"Accordingly,":[254],"must":[262],"provided":[264],"ability":[268],"store":[270,337],"various":[273],"types,":[274],"quick":[275],"access":[276],"processing,":[278],"scalability.":[280,333],"There":[281],"two":[283],"main":[284,394],"models":[285],"bases":[288],"relational":[291,304],"non-relational,":[293],"each":[294],"them":[296],"advantages":[299],"disadvantages.":[301],"For":[302],"example,":[303],"(SQL)":[305],"systems":[308,336],"have":[309,330],"rigid":[310],"schemes":[311],"that":[312,358,384],"ensure":[313],"reliability":[315],"storage,":[318],"but":[319],"inefficient":[321],"number":[326],"queries":[328],"no":[331],"significant":[332],"Non-relational":[334],"(NoSQL)":[335],"unstructured":[341],"type,":[342],"easily":[344],"scalable,":[345],"provide":[347],"high":[348],"speed":[349],"query":[351],"processing.":[352],"Conclusions.":[353],"shown":[357],"non-relational":[359],"databases":[360],"more":[362,403],"appropriate":[363],"storing":[365],"A":[372],"scheme":[373],"was":[378,413],"created.":[379],"groups":[381],"parameters":[383],"will":[385],"database":[390,412],"outlined.":[392],"were":[399],"developed,":[400],"allowing":[401],"efficient":[404],"organisation.":[406],"An":[407],"ER":[408],"diagram":[409],"implemented.":[414]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2025-02-04T00:00:00"}
