{"id":"https://openalex.org/W3216060090","doi":"https://doi.org/10.1145/3482632.3482656","title":"Research on Mental Health Rating Algorithm Based on Big Data Classification Algorithm","display_name":"Research on Mental Health Rating Algorithm Based on Big Data Classification Algorithm","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3216060090","doi":"https://doi.org/10.1145/3482632.3482656","mag":"3216060090"},"language":"en","primary_location":{"id":"doi:10.1145/3482632.3482656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3482656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","raw_type":"proceedings-article"},"type":"article","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/A5100701286","display_name":"Xiaokun Zhang","orcid":"https://orcid.org/0000-0002-9755-2471"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaokun Zhang","raw_affiliation_strings":["Shandong Vocational College of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Shandong Vocational College of Science and Technology, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100701286"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25395438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"110","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9656999707221985,"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":0.9656999707221985,"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/apriori-algorithm","display_name":"Apriori algorithm","score":0.7823061943054199},{"id":"https://openalex.org/keywords/informatization","display_name":"Informatization","score":0.6987648010253906},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6890829205513},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.6728262901306152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6687131524085999},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6353344917297363},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6016762852668762},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.5991299152374268},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5624234080314636},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5612152814865112},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4987823963165283},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4100118577480316},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3899657130241394},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.179403156042099},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17058798670768738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1348854899406433},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09510606527328491}],"concepts":[{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.7823061943054199},{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.6987648010253906},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6890829205513},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6728262901306152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6687131524085999},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6353344917297363},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6016762852668762},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.5991299152374268},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5624234080314636},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5612152814865112},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4987823963165283},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4100118577480316},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3899657130241394},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.179403156042099},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17058798670768738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1348854899406433},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09510606527328491},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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":1,"locations":[{"id":"doi:10.1145/3482632.3482656","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3482656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2484983215","https://openalex.org/W2738131159","https://openalex.org/W2775492453","https://openalex.org/W2921766025","https://openalex.org/W2953872714","https://openalex.org/W2969679644","https://openalex.org/W2991232928","https://openalex.org/W3102427779","https://openalex.org/W4235577104"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2297208791","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"],"abstract_inverted_index":{"In":[0],"the":[1,6,54,103,121,124,158,165],"era":[2],"of":[3,8,35,57,65,105,129,160],"big":[4,17],"data,":[5],"industries":[7],"informatization":[9],"construction":[10],"and":[11,16,29,40,52,73,77,127,134,144,163],"digital":[12],"office":[13],"are":[14,67,75],"increasing,":[15],"data":[18,36,95,161],"mining":[19,166],"has":[20,96],"been":[21,98],"widely":[22],"used,":[23],"which":[24,82],"is":[25,43],"both":[26],"an":[27],"opportunity":[28],"a":[30,62,99],"challenge.":[31],"Facing":[32],"all":[33,71],"kinds":[34],"generated":[37],"by":[38],"society":[39],"people,":[41],"it":[42],"imperative":[44],"to":[45,84,88],"classify":[46],"them":[47],"accurately,":[48],"mine":[49],"effective":[50],"information":[51,91],"improve":[53],"utilization":[55],"rate":[56],"information.":[58],"College":[59],"students,":[60],"as":[61],"special":[63],"group":[64],"society,":[66],"facing":[68],"pressure":[69],"from":[70,92],"sides,":[72],"there":[74],"more":[76,78],"mental":[79,106,132,141,146],"health":[80,107,142,147],"problems,":[81],"lead":[83],"extreme":[85],"events.":[86],"How":[87],"find":[89],"valuable":[90],"huge":[93],"test":[94,148],"always":[97],"difficult":[100],"problem":[101],"in":[102],"field":[104],"testing.":[108],"Based":[109],"on":[110],"Apriori":[111,154],"algorithm,":[112],"this":[113],"paper":[114],"researches":[115],"association":[116],"rules":[117],"mining,":[118],"finds":[119],"out":[120],"relationship":[122],"between":[123],"main":[125],"factors":[126],"symptoms":[128],"college":[130,139],"students'":[131,140],"health,":[133],"provides":[135],"support":[136],"for":[137],"solving":[138],"problems":[143],"developing":[145],"system.":[149],"The":[150],"research":[151],"shows":[152],"that":[153],"improved":[155],"algorithm":[156],"reduces":[157],"workload":[159],"calculation":[162],"improves":[164],"efficiency.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
