{"id":"https://openalex.org/W4362469713","doi":"https://doi.org/10.4018/ijitsa.320514","title":"Financial Data Collection Based on Big Data Intelligent Processing","display_name":"Financial Data Collection Based on Big Data Intelligent Processing","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4362469713","doi":"https://doi.org/10.4018/ijitsa.320514"},"language":"en","primary_location":{"id":"doi:10.4018/ijitsa.320514","doi":"https://doi.org/10.4018/ijitsa.320514","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.320514","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=320514&isxn=9781668489529","source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 Journal of Information Technologies and Systems Approach","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=320514&isxn=9781668489529","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100403388","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0001-6547-2648","observed_orcids":["https://orcid.org/0000-0001-6547-2648","https://orcid.org/0009-0003-4273-4483","https://orcid.org/0000-0001-5130-9380","https://orcid.org/0000-0003-3642-9581","https://orcid.org/0000-0002-3644-4741","https://orcid.org/0000-0002-9288-0628"]},"institutions":[{"id":"https://openalex.org/I4405279114","display_name":"Shanghai Urban Construction Vocational College","ror":"https://ror.org/011kkvt20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405279114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Shanghai Urban Construction Vocational College, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Urban Construction Vocational College, China","institution_ids":["https://openalex.org/I4405279114"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ye Ding","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405279114","display_name":"Shanghai Urban Construction Vocational College","ror":"https://ror.org/011kkvt20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405279114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Ding","raw_affiliation_strings":["Shanghai Urban Construction Vocational College, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Urban Construction Vocational College, China","institution_ids":["https://openalex.org/I4405279114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043221173","display_name":"Yuhao Liao","orcid":"https://orcid.org/0000-0002-4813-2753","observed_orcids":["https://orcid.org/0000-0002-4813-2753"]},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Liao","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7939,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87978382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"16","issue":"3","first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7006999850273132,"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"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7006999850273132,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.12449999898672104,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.04230000078678131,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/financial-data-collection","display_name":"financial data collection","score":1.0},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.652999997138977},{"id":"https://openalex.org/keywords/stock-price-data","display_name":"stock price data","score":0.6869999766349792},{"id":"https://openalex.org/keywords/web-scraping","display_name":"web scraping","score":0.6370000243186951},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.843999981880188},{"id":"https://openalex.org/keywords/stock-trading-volume","display_name":"stock trading volume","score":0.7129999995231628},{"id":"https://openalex.org/keywords/financial-data-analysis","display_name":"financial data analysis","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7447175979614258},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6516672968864441},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.5569373369216919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5410645604133606},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.49422886967658997},{"id":"https://openalex.org/C100368936","wikidata":"https://www.wikidata.org/wiki/Q1411725","display_name":"Crawling","level":2,"score":0.48818403482437134},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.4807829260826111},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.46455687284469604},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45749837160110474},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26014232635498047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2546324133872986},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2475123405456543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijitsa.320514","doi":"https://doi.org/10.4018/ijitsa.320514","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.320514","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=320514&isxn=9781668489529","source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 Journal of Information Technologies and Systems Approach","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4018/ijitsa.320514","doi":"https://doi.org/10.4018/ijitsa.320514","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijitsa.320514","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=320514&isxn=9781668489529","source":{"id":"https://openalex.org/S164667806","display_name":"International Journal of Information Technologies and Systems Approach","issn_l":"1935-570X","issn":["1935-570X","1935-5718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"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 Journal of Information Technologies and Systems Approach","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320322792","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23"},{"id":"https://openalex.org/F4320324854","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362469713.pdf","grobid_xml":"https://content.openalex.org/works/W4362469713.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2588408640","https://openalex.org/W2763473974","https://openalex.org/W2771370537","https://openalex.org/W2780508324","https://openalex.org/W2789510652","https://openalex.org/W2792228304","https://openalex.org/W2804095534","https://openalex.org/W2804274048","https://openalex.org/W2887516688","https://openalex.org/W2902410500","https://openalex.org/W2951635356","https://openalex.org/W3126185976","https://openalex.org/W3166254909","https://openalex.org/W3166775454","https://openalex.org/W3192278603","https://openalex.org/W4281552303","https://openalex.org/W4285309090"],"related_works":["https://openalex.org/W4399997182","https://openalex.org/W4327772950","https://openalex.org/W4200380284","https://openalex.org/W2888300506","https://openalex.org/W4411390912","https://openalex.org/W2417056346","https://openalex.org/W6912015584","https://openalex.org/W4410320618","https://openalex.org/W4311600260","https://openalex.org/W4292959032"],"abstract_inverted_index":{"With":[0],"the":[1,21,25,27,38,41,45,52,59,65,71,84,99,120,129,137,141,147,150],"rapid":[2],"growth":[3],"of":[4,36,40,47,75,88,101,124,128,140,149],"big":[5,94],"data":[6,16,77,90,103,130],"technology,":[7],"its":[8],"field":[9],"plays":[10],"a":[11,125],"crucial":[12],"role":[13],"in":[14,20,24,58],"financial":[15,28,53,66,76,89,102,116],"processing.":[17],"No":[18],"matter":[19],"past":[22],"or":[23],"future,":[26],"industry":[29],"has":[30],"always":[31],"been":[32],"an":[33,79],"important":[34],"part":[35,127],"leading":[37],"development":[39],"world":[42,60],"economy,":[43],"and":[44,73,86,105,107,111,133,144,155],"premise":[46],"this":[48,96],"is":[49,68,78],"to":[50,83,114,136],"stabilize":[51],"environment.":[54],"The":[55],"current":[56],"turmoil":[57],"economy":[61],"also":[62],"means":[63],"that":[64],"environment":[67],"volatile.":[69],"Therefore,":[70],"collection":[72,85,104],"analysis":[74,87],"indispensable":[80],"step.":[81],"According":[82,135],"intelligently":[91],"processed":[92],"by":[93],"data,":[95],"article":[97],"studied":[98],"necessity":[100],"analysis,":[106],"used":[108],"python":[109],"crawler":[110],"k-means":[112],"algorithm":[113],"process":[115],"data.":[117],"By":[118],"crawling":[119],"stock":[121,142,151],"trading":[122,145],"information":[123],"website,":[126],"was":[131],"extracted":[132],"visualized.":[134],"trend":[138,148],"chart":[139],"price":[143],"volume,":[146],"could":[152],"be":[153],"clearly":[154],"intuitively":[156],"understood.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2023-04-05T00:00:00"}
