{"id":"https://openalex.org/W3159179364","doi":"https://doi.org/10.1155/2021/5564326","title":"Research on the Service Mode of the University Library Based on Data Mining","display_name":"Research on the Service Mode of the University Library Based on Data Mining","publication_year":2021,"publication_date":"2021-04-24","ids":{"openalex":"https://openalex.org/W3159179364","doi":"https://doi.org/10.1155/2021/5564326","mag":"3159179364"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5564326","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5564326","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5564326.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/5564326.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080439973","display_name":"Sha Duan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sha Duan","raw_affiliation_strings":["Hebei Women\u2019s Vocational College, Shijiazhuang 050091, China"],"affiliations":[{"raw_affiliation_string":"Hebei Women\u2019s Vocational College, Shijiazhuang 050091, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100389364","display_name":"Ziwei Wang","orcid":"https://orcid.org/0000-0001-7056-0570"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ziwei Wang","raw_affiliation_strings":["Hebei Women\u2019s Vocational College, Shijiazhuang 050091, China"],"affiliations":[{"raw_affiliation_string":"Hebei Women\u2019s Vocational College, Shijiazhuang 050091, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100389364"],"corresponding_institution_ids":[],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":1.5175,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86749861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7688164114952087},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7466205954551697},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6288551092147827},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5831043720245361},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5715370178222656},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.5420539975166321},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5255797505378723},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.5057661533355713},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.484910786151886},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48395398259162903},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48059746623039246},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4546946585178375},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4302403926849365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19107168912887573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688164114952087},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7466205954551697},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6288551092147827},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5831043720245361},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5715370178222656},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.5420539975166321},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5255797505378723},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.5057661533355713},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.484910786151886},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48395398259162903},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48059746623039246},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4546946585178375},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4302403926849365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19107168912887573},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5564326","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5564326","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5564326.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:39aa2402d8d64eb0a828e3cfb3be770f","is_oa":true,"landing_page_url":"https://doaj.org/article/39aa2402d8d64eb0a828e3cfb3be770f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5564326","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5564326","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5564326.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3159179364.pdf","grobid_xml":"https://content.openalex.org/works/W3159179364.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1513970679","https://openalex.org/W2087388555","https://openalex.org/W2093961609","https://openalex.org/W2113898611","https://openalex.org/W2120549846","https://openalex.org/W2236657982","https://openalex.org/W2335588105","https://openalex.org/W2442070419","https://openalex.org/W2560113742","https://openalex.org/W2596038372","https://openalex.org/W2735484186","https://openalex.org/W2770926014","https://openalex.org/W2782460359","https://openalex.org/W2786786086","https://openalex.org/W2788257331"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779","https://openalex.org/W2383378197"],"abstract_inverted_index":{"In":[0,19],"the":[1,20,43,52,69,74,100,112,123,143,152,162,170,174,179,191,200,217,223,240],"digital":[2],"information":[3,83],"age,":[4],"data":[5,57,106,129,166,185,203],"mining":[6,107,130,167,186,205,211],"technology":[7,108,131,168],"is":[8,40,61],"becoming":[9],"more":[10],"widely":[11],"used":[12],"in":[13,51,91,169,190],"libraries":[14],"for":[15,222],"its":[16],"useful":[17],"impact.":[18],"context":[21],"of":[22,42,64,68,82,105,115,127,142,165,173,187,210,216],"big":[23,29,56],"data,":[24,30],"how":[25],"to":[26,48,132,226,238],"efficiently":[27],"mine":[28],"extract":[31],"features,":[32],"and":[33,84,103,109,125,139,156,208,234],"provide":[34,230],"users":[35],"with":[36,178],"high-quality":[37],"personalized":[38,171,228],"service":[39,94,172],"one":[41],"important":[44],"issues":[45],"that":[46],"needs":[47],"be":[49],"solved":[50],"current":[53],"university":[54,133,175,192,224],"library":[55,93,134,193,225],"application.":[58],"Brain":[59],"computing":[60],"a":[62,80,86],"kind":[63],"comprehensive":[65],"processing":[66,92],"behavior":[67],"human":[70],"brain":[71],"simulated":[72],"by":[73],"computer,":[75],"which":[76,121],"can":[77],"comprehensively":[78],"analyze":[79],"variety":[81],"play":[85],"very":[87],"good":[88],"guiding":[89],"role":[90],"behavior.":[95],"This":[96],"paper":[97,183],"briefly":[98],"introduces":[99],"related":[101],"concepts":[102],"algorithms":[104],"deeply":[110],"studies":[111],"classical":[113],"algorithm":[114],"association":[116,157,188],"rules,":[117],"namely,":[118],"Apriori":[119],"algorithm,":[120],"analyzes":[122],"necessity":[124],"feasibility":[126],"applying":[128],"management.":[135],"The":[136,195,213],"design":[137],"idea":[138],"functional":[140],"goal":[141],"college":[144],"book":[145,231],"intelligent":[146],"recommendation":[147,232],"system":[148,201],"are":[149],"based":[150],"on":[151,199],"decision":[153],"tree":[154],"method":[155],"rule":[158],"analysis":[159],"method.":[160],"Through":[161],"application":[163,209],"research":[164,196,218],"library,":[176],"combined":[177],"actual":[180],"work,":[181],"this":[182],"proposes":[184],"rules":[189],"system.":[194],"further":[197],"elaborates":[198],"architecture,":[202],"processing,":[204],"implementation":[206],"algorithms,":[207],"results.":[212],"experimental":[214],"results":[215],"have":[219],"certain":[220],"significance":[221],"explore":[227],"services,":[229,233],"make":[235],"corresponding":[236],"decisions":[237],"optimize":[239],"library\u2019s":[241],"collection":[242],"layout.":[243]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}