{"id":"https://openalex.org/W3009638194","doi":"https://doi.org/10.1145/3378936.3378958","title":"A Data Mining Approach for Student Referral Service of the Guidance Center","display_name":"A Data Mining Approach for Student Referral Service of the Guidance Center","publication_year":2020,"publication_date":"2020-01-12","ids":{"openalex":"https://openalex.org/W3009638194","doi":"https://doi.org/10.1145/3378936.3378958","mag":"3009638194"},"language":"en","primary_location":{"id":"doi:10.1145/3378936.3378958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378936.3378958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Software Engineering and Information Management","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/A5077440393","display_name":"Joey A. Cabrera","orcid":null},"institutions":[{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]},{"id":"https://openalex.org/I4210098006","display_name":"Guidance (United Kingdom)","ror":"https://ror.org/00spcac30","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098006"]}],"countries":["GB","PH"],"is_corresponding":true,"raw_author_name":"Joey A. Cabrera","raw_affiliation_strings":["Guidance and Testing Center, Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"Guidance and Testing Center, Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175","https://openalex.org/I4210098006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000262513","display_name":"Markdy Y. Orong","orcid":null},"institutions":[{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Markdy Y. Orong","raw_affiliation_strings":["College of Computer Studies, Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"College of Computer Studies, Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071982041","display_name":"Nelpa N. Capio","orcid":null},"institutions":[{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Nelpa N. Capio","raw_affiliation_strings":["Risk Management Office, Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"Risk Management Office, Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066951956","display_name":"Arnel Filarca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098006","display_name":"Guidance (United Kingdom)","ror":"https://ror.org/00spcac30","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098006"]},{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]}],"countries":["GB","PH"],"is_corresponding":false,"raw_author_name":"Arnel Filarca","raw_affiliation_strings":["Guidance and Testing Center, Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"Guidance and Testing Center, Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175","https://openalex.org/I4210098006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020219237","display_name":"Eden Neri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098006","display_name":"Guidance (United Kingdom)","ror":"https://ror.org/00spcac30","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210098006"]},{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]}],"countries":["GB","PH"],"is_corresponding":false,"raw_author_name":"Eden Neri","raw_affiliation_strings":["Guidance and Testing Center, Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"Guidance and Testing Center, Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175","https://openalex.org/I4210098006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016569196","display_name":"Ariel R. Clarin","orcid":null},"institutions":[{"id":"https://openalex.org/I3133197175","display_name":"Misamis University","ror":"https://ror.org/059t51t95","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133197175"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ariel R. Clarin","raw_affiliation_strings":["Misamis University, Ozamiz City"],"affiliations":[{"raw_affiliation_string":"Misamis University, Ozamiz City","institution_ids":["https://openalex.org/I3133197175"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077440393"],"corresponding_institution_ids":["https://openalex.org/I3133197175","https://openalex.org/I4210098006"],"apc_list":null,"apc_paid":null,"fwci":0.2456,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62248266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attendance","display_name":"Attendance","score":0.8123840093612671},{"id":"https://openalex.org/keywords/referral","display_name":"Referral","score":0.7681641578674316},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.6157561540603638},{"id":"https://openalex.org/keywords/absenteeism","display_name":"Absenteeism","score":0.5566730499267578},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.5529404878616333},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5323524475097656},{"id":"https://openalex.org/keywords/academic-year","display_name":"Academic year","score":0.49963998794555664},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.44456738233566284},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.42841625213623047},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.28396889567375183},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25659888982772827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23498749732971191},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.22878336906433105},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.2170511782169342},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19454169273376465},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1063789427280426},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10607090592384338},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08582958579063416}],"concepts":[{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.8123840093612671},{"id":"https://openalex.org/C2776135927","wikidata":"https://www.wikidata.org/wiki/Q5242559","display_name":"Referral","level":2,"score":0.7681641578674316},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.6157561540603638},{"id":"https://openalex.org/C27400517","wikidata":"https://www.wikidata.org/wiki/Q332278","display_name":"Absenteeism","level":2,"score":0.5566730499267578},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.5529404878616333},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5323524475097656},{"id":"https://openalex.org/C2778498041","wikidata":"https://www.wikidata.org/wiki/Q915466","display_name":"Academic year","level":2,"score":0.49963998794555664},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44456738233566284},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.42841625213623047},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.28396889567375183},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25659888982772827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23498749732971191},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.22878336906433105},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2170511782169342},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19454169273376465},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1063789427280426},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10607090592384338},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08582958579063416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3378936.3378958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378936.3378958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2091179594","https://openalex.org/W2175750670","https://openalex.org/W2199534480","https://openalex.org/W2347082070","https://openalex.org/W2474228691","https://openalex.org/W2588684725","https://openalex.org/W2615819587","https://openalex.org/W2622068688","https://openalex.org/W2724140787","https://openalex.org/W2766402374","https://openalex.org/W2789308566","https://openalex.org/W2804953979","https://openalex.org/W2807488223","https://openalex.org/W2887609627","https://openalex.org/W2889625687","https://openalex.org/W2896299502","https://openalex.org/W2898241932","https://openalex.org/W2899045455","https://openalex.org/W2975224125"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2891514178","https://openalex.org/W1986555958","https://openalex.org/W4246977227","https://openalex.org/W1842352069","https://openalex.org/W1945186598","https://openalex.org/W2014944179","https://openalex.org/W4384155624","https://openalex.org/W3009638194","https://openalex.org/W3038870722"],"abstract_inverted_index":{"The":[0],"academic":[1,143,178],"guidance":[2,45],"office":[3,31],"of":[4,11,81,88,104,111,117,125,149,209,218],"an":[5,216],"educational":[6],"institution":[7,17],"holds":[8],"pertinent":[9],"data":[10,58,73,99],"all":[12],"the":[13,16,27,30,75,82,89,94,101,122,133,146,154,165,168,173,202,207,213],"students":[14],"in":[15,93,132,156,199,205],"such":[18],"as":[19],"psychological":[20],"examination":[21],"results,":[22],"students'":[23,151],"referral":[24,84,97],"records":[25],"and":[26,38,51,71,121,141,180],"like.":[28],"Further,":[29],"offered":[32],"orientation":[33],"services,":[34,36,40,43,46],"testing":[35],"counseling":[37],"follow-up":[39],"individual":[41],"inventory":[42],"career":[44],"research":[47],"&":[48],"evaluation":[49],"services":[50],"placement":[52],"services.":[53],"In":[54],"this":[55],"paper,":[56],"a":[57,65,161,184,194],"mining":[59],"approach":[60],"was":[61,130],"used":[62,131],"to":[63],"produce":[64],"trend":[66],"analysis":[67],"through":[68],"time":[69],"series":[70],"forecasted":[72,174],"using":[74],"Autoregressive":[76],"Integrated":[77],"Moving":[78],"Average":[79],"(ARIMA)":[80],"student":[83],"details":[85],"from":[86,100],"one":[87],"Higher":[90],"Education":[91],"Institutions":[92],"Philippines.":[95],"Student":[96],"historical":[98],"second":[102,115],"semester":[103,110,116,124],"school":[105,112,118,126,203],"year":[106,113,119,127],"2016-":[107],"2017,":[108],"first":[109,123],"2017-2018,":[114],"2017-2018":[120],"2018-":[128],"2019":[129],"study.":[134],"Results":[135],"showed":[136,183],"that":[137,193],"absenteeism,":[138],"poor":[139,142,158,177,181],"attendance":[140,159,182],"performance":[144,179],"were":[145],"highest":[147],"number":[148],"recorded":[150],"referrals":[152,210],"over":[153],"others":[155],"which":[157],"yields":[160],"decreasing":[162],"pattern":[163],"among":[164,188],"three.":[166],"On":[167],"other":[169],"hand,":[170],"based":[171],"on":[172,212],"data,":[175],"only":[176],"slight":[185],"increasing":[186],"patterns":[187],"others.":[189],"These":[190],"further":[191],"signify":[192],"proper":[195],"program":[196],"should":[197],"be":[198],"place":[200],"by":[201],"counselors":[204],"mitigating":[206],"occurrence":[208],"especially":[211],"reasons":[214],"showing":[215],"increase":[217],"prediction":[219],"data.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}