{"id":"https://openalex.org/W4292622012","doi":"https://doi.org/10.1145/3546157.3546161","title":"Kaiser-Meyer-Olkin Factor Analysis: A Quantitative Approach on Mobile Gaming Addiction using Random Forest Classifier","display_name":"Kaiser-Meyer-Olkin Factor Analysis: A Quantitative Approach on Mobile Gaming Addiction using Random Forest Classifier","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4292622012","doi":"https://doi.org/10.1145/3546157.3546161"},"language":"en","primary_location":{"id":"doi:10.1145/3546157.3546161","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546157.3546161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 the 6th International Conference on Information System and Data Mining","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/A5034683135","display_name":"Jefferson A. Costales","orcid":"https://orcid.org/0000-0002-6282-6364"},"institutions":[{"id":"https://openalex.org/I3025634965","display_name":"Dr. Jose N. Rodriguez Memorial Hospital","ror":"https://ror.org/05t534806","country_code":"PH","type":"healthcare","lineage":["https://openalex.org/I3025634965"]},{"id":"https://openalex.org/I2800060660","display_name":"Polytechnic University of the Philippines","ror":"https://ror.org/00e7vmq69","country_code":"PH","type":"education","lineage":["https://openalex.org/I2800060660"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jefferson Costales","raw_affiliation_strings":["Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","Polytechnic University of the Philippines, Philippines","Eulogio \"Amang\" Rodriguez Institute of Science and Technology, Philippines"],"affiliations":[{"raw_affiliation_string":"Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","institution_ids":["https://openalex.org/I3025634965"]},{"raw_affiliation_string":"Polytechnic University of the Philippines, Philippines","institution_ids":["https://openalex.org/I2800060660"]},{"raw_affiliation_string":"Eulogio \"Amang\" Rodriguez Institute of Science and Technology, Philippines","institution_ids":["https://openalex.org/I3025634965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017961754","display_name":"Jeff Jojer Jones E. Catulay","orcid":"https://orcid.org/0000-0002-8929-0280"},"institutions":[{"id":"https://openalex.org/I3025634965","display_name":"Dr. Jose N. Rodriguez Memorial Hospital","ror":"https://ror.org/05t534806","country_code":"PH","type":"healthcare","lineage":["https://openalex.org/I3025634965"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jeff Jojer Jones Catulay","raw_affiliation_strings":["Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","Eulogio \"Amang\" Rodriguez Institute of Science and Technology, Philippines"],"affiliations":[{"raw_affiliation_string":"Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","institution_ids":["https://openalex.org/I3025634965"]},{"raw_affiliation_string":"Eulogio \"Amang\" Rodriguez Institute of Science and Technology, Philippines","institution_ids":["https://openalex.org/I3025634965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037201571","display_name":"Jeffrey Costales","orcid":null},"institutions":[{"id":"https://openalex.org/I2800060660","display_name":"Polytechnic University of the Philippines","ror":"https://ror.org/00e7vmq69","country_code":"PH","type":"education","lineage":["https://openalex.org/I2800060660"]},{"id":"https://openalex.org/I3025634965","display_name":"Dr. Jose N. Rodriguez Memorial Hospital","ror":"https://ror.org/05t534806","country_code":"PH","type":"healthcare","lineage":["https://openalex.org/I3025634965"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jeffrey Costales","raw_affiliation_strings":["Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","Polytechnic University of the Philippines, Philippines"],"affiliations":[{"raw_affiliation_string":"Eulogio \u201cAmang\u201d Rodriguez Institute of Science and Technology, Philippines","institution_ids":["https://openalex.org/I3025634965"]},{"raw_affiliation_string":"Polytechnic University of the Philippines, Philippines","institution_ids":["https://openalex.org/I2800060660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022219561","display_name":"Noel Bermudez","orcid":null},"institutions":[{"id":"https://openalex.org/I2800060660","display_name":"Polytechnic University of the Philippines","ror":"https://ror.org/00e7vmq69","country_code":"PH","type":"education","lineage":["https://openalex.org/I2800060660"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Noel Bermudez","raw_affiliation_strings":["Polytechnic University of the Philippines, Philippines"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of the Philippines, Philippines","institution_ids":["https://openalex.org/I2800060660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034683135"],"corresponding_institution_ids":["https://openalex.org/I2800060660","https://openalex.org/I3025634965"],"apc_list":null,"apc_paid":null,"fwci":6.8221,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.96641903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9074000120162964,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9074000120162964,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.7304639220237732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400535702705383},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.572420060634613},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5659674406051636},{"id":"https://openalex.org/keywords/addiction","display_name":"Addiction","score":0.559440016746521},{"id":"https://openalex.org/keywords/recreational-use","display_name":"Recreational use","score":0.5391810536384583},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5140575170516968},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5125834345817566},{"id":"https://openalex.org/keywords/recreation","display_name":"Recreation","score":0.5102167129516602},{"id":"https://openalex.org/keywords/mobile-technology","display_name":"Mobile technology","score":0.5030116438865662},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34659767150878906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29869890213012695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26091527938842773},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1796182096004486},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10284256935119629}],"concepts":[{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.7304639220237732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400535702705383},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.572420060634613},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5659674406051636},{"id":"https://openalex.org/C48856860","wikidata":"https://www.wikidata.org/wiki/Q12029","display_name":"Addiction","level":2,"score":0.559440016746521},{"id":"https://openalex.org/C2992747004","wikidata":"https://www.wikidata.org/wiki/Q7708739","display_name":"Recreational use","level":3,"score":0.5391810536384583},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5140575170516968},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5125834345817566},{"id":"https://openalex.org/C110269972","wikidata":"https://www.wikidata.org/wiki/Q184872","display_name":"Recreation","level":2,"score":0.5102167129516602},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.5030116438865662},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34659767150878906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29869890213012695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26091527938842773},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1796182096004486},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10284256935119629},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3546157.3546161","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546157.3546161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 the 6th International Conference on Information System and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2551050667","https://openalex.org/W2564133846","https://openalex.org/W2590402773","https://openalex.org/W2605516811","https://openalex.org/W2727476476","https://openalex.org/W2755206989","https://openalex.org/W2784022189","https://openalex.org/W2792339165","https://openalex.org/W2801833365","https://openalex.org/W2809091619","https://openalex.org/W2886033058","https://openalex.org/W2889820966","https://openalex.org/W2919301453","https://openalex.org/W2922354709","https://openalex.org/W2947238987","https://openalex.org/W2958195633","https://openalex.org/W2966328471","https://openalex.org/W2968389242","https://openalex.org/W2981164962","https://openalex.org/W2983104789","https://openalex.org/W2989588924","https://openalex.org/W2992440314","https://openalex.org/W2997998108","https://openalex.org/W3112016310","https://openalex.org/W3116091039","https://openalex.org/W3126650008","https://openalex.org/W3142159151","https://openalex.org/W3193570877","https://openalex.org/W4229025202","https://openalex.org/W4230676043","https://openalex.org/W6771337830"],"related_works":["https://openalex.org/W2386723501","https://openalex.org/W2387879414","https://openalex.org/W2390304029","https://openalex.org/W2354923724","https://openalex.org/W2146830340","https://openalex.org/W2377101853","https://openalex.org/W1699002556","https://openalex.org/W4232994511","https://openalex.org/W2483563773","https://openalex.org/W4244415485"],"abstract_inverted_index":{"Technology":[0,68],"allows":[1],"us":[2],"to":[3,20,86,109,125,162],"progress":[4],"and":[5,101,155,170],"innovate":[6,17],"in":[7,60,116],"today's":[8],"world,":[9],"which":[10],"advances":[11],"at":[12],"a":[13,42,51,75,94],"faster":[14],"pace.":[15],"We":[16],"from":[18,173,177],"traditional":[19],"digital":[21],"life":[22],"with":[23],"the":[24,45,61,83,132,136,145,149,164],"use":[25],"of":[26,44,47,63,82,129,134],"technology.":[27,48],"There":[28],"have":[29,39],"been":[30],"several":[31,178],"technological":[32],"advances,":[33],"such":[34],"as":[35,41],"Mobile":[36],"Gaming,":[37],"that":[38,54,113,144],"occurred":[40],"result":[43],"evolution":[46],"Gaming":[49],"is":[50,69,85,90,147],"recreational":[52],"pastime":[53],"has":[55,74],"become":[56],"available":[57],"through":[58],"technology":[59],"form":[62],"apps":[64],"for":[65],"mobile":[66,99,117],"devices.":[67],"beneficial,":[70],"but":[71],"it":[72],"also":[73,107],"negative":[76],"side":[77],"effect:":[78],"addiction.":[79,130],"The":[80,105,167],"goal":[81],"study":[84,106,150],"see":[87],"if":[88],"there":[89],"any":[91],"link":[92],"between":[93],"student's":[95],"time":[96],"spent":[97],"playing":[98],"games":[100],"their":[102],"social":[103],"interactions.":[104],"attempts":[108],"discover":[110],"different":[111],"features":[112],"are":[114],"important":[115],"gaming":[118],"addiction":[119],"since":[120],"they":[121],"can":[122,159],"be":[123,160],"used":[124,171],"detect":[126],"early":[127],"signs":[128],"For":[131],"feature":[133],"importance,":[135],"researchers":[137,168],"applied":[138],"Random":[139],"Forest":[140],"Classifier.":[141],"To":[142],"ensure":[143],"data":[146,172],"adequate,":[148],"will":[151],"employ":[152],"factor":[153],"analysis":[154],"Kaiser-Meyer-Olkin.":[156],"This":[157],"information":[158],"utilized":[161],"improve":[163],"future":[165],"study.":[166],"gathered":[169],"513":[174],"college":[175],"students":[176],"Philippine":[179],"universities.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
