{"id":"https://openalex.org/W3132834526","doi":"https://doi.org/10.1109/pic50277.2020.9350787","title":"Project Portfolio Management Studies Based on Machine Learning and Critical Success Factors","display_name":"Project Portfolio Management Studies Based on Machine Learning and Critical Success Factors","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3132834526","doi":"https://doi.org/10.1109/pic50277.2020.9350787","mag":"3132834526"},"language":"en","primary_location":{"id":"doi:10.1109/pic50277.2020.9350787","doi":"https://doi.org/10.1109/pic50277.2020.9350787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pic50277.2020.9350787","pdf_url":null,"source":{"id":"https://openalex.org/S4306422681","display_name":"IEEE International Conference on Progress in Informatics and Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Progress in Informatics and Computing (PIC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5062969128","display_name":"Augusto Enrique Hayashida Marchinares","orcid":"https://orcid.org/0000-0002-4278-5008","observed_orcids":["https://orcid.org/0000-0002-4278-5008"]},"institutions":[{"id":"https://openalex.org/I192513696","display_name":"National University of San Marcos","ror":"https://ror.org/006vs7897","country_code":"PE","type":"education","lineage":["https://openalex.org/I192513696"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Augusto Hayashida Marchinares","raw_affiliation_strings":["Universidad Nacional Mayor de San Marcos,Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica,Lima,Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Nacional Mayor de San Marcos,Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica,Lima,Per\u00fa","institution_ids":["https://openalex.org/I192513696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031153413","display_name":"Igor Aguilar Alonso","orcid":"https://orcid.org/0000-0002-3618-2876","observed_orcids":["https://orcid.org/0000-0002-3618-2876"]},"institutions":[{"id":"https://openalex.org/I192513696","display_name":"National University of San Marcos","ror":"https://ror.org/006vs7897","country_code":"PE","type":"education","lineage":["https://openalex.org/I192513696"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Igor Aguilar-Alonso","raw_affiliation_strings":["Universidad Nacional Mayor de San Marcos,Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica,Lima,Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Nacional Mayor de San Marcos,Facultad de Ingenier\u00eda de Sistemas e Inform\u00e1tica,Lima,Per\u00fa","institution_ids":["https://openalex.org/I192513696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I192513696"],"apc_list":null,"apc_paid":null,"fwci":3.3099,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93523746,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"369","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.33009999990463257,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.33009999990463257,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.17249999940395355,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.14090000092983246,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/project-portfolio-management","display_name":"project portfolio management","score":1.0},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9179999828338623},{"id":"https://openalex.org/keywords/critical-success-factors","display_name":"success factors","score":1.0},{"id":"https://openalex.org/keywords/project-management","display_name":"project management","score":0.8270000219345093},{"id":"https://openalex.org/keywords/project-selection","display_name":"project selection","score":0.6029999852180481},{"id":"https://openalex.org/keywords/project-planning","display_name":"project planning","score":0.49000000953674316},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.7009999752044678},{"id":"https://openalex.org/keywords/strategic-goals","display_name":"strategic objectives","score":0.33000001311302185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662274599075317},{"id":"https://openalex.org/C74510933","wikidata":"https://www.wikidata.org/wiki/Q1936145","display_name":"Project portfolio management","level":3,"score":0.6297447681427002},{"id":"https://openalex.org/C18806943","wikidata":"https://www.wikidata.org/wiki/Q223210","display_name":"Critical success factor","level":2,"score":0.5620082020759583},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5575359463691711},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5286845564842224},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5203220844268799},{"id":"https://openalex.org/C15952604","wikidata":"https://www.wikidata.org/wiki/Q179012","display_name":"Project management","level":2,"score":0.4890785813331604},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47693151235580444},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.44500234723091125},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3727620244026184},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1907651126384735},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18787133693695068},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17526647448539734},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pic50277.2020.9350787","doi":"https://doi.org/10.1109/pic50277.2020.9350787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pic50277.2020.9350787","pdf_url":null,"source":{"id":"https://openalex.org/S4306422681","display_name":"IEEE International Conference on Progress in Informatics and Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Progress in Informatics and Computing (PIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1754700269","https://openalex.org/W1986521450","https://openalex.org/W2029576272","https://openalex.org/W2029734795","https://openalex.org/W2094744181","https://openalex.org/W2109720432","https://openalex.org/W2136904762","https://openalex.org/W2566290546","https://openalex.org/W2620610685","https://openalex.org/W2730384165","https://openalex.org/W2761177211","https://openalex.org/W2770963638","https://openalex.org/W2896108972","https://openalex.org/W2912774336","https://openalex.org/W2976706122","https://openalex.org/W2977451384","https://openalex.org/W3000228309","https://openalex.org/W3013460382","https://openalex.org/W3016825006","https://openalex.org/W3026335947","https://openalex.org/W3029687167","https://openalex.org/W3035483422","https://openalex.org/W3044867970","https://openalex.org/W3047745751","https://openalex.org/W3048993813","https://openalex.org/W3138598881"],"related_works":["https://openalex.org/W3208480672","https://openalex.org/W7028360961","https://openalex.org/W7215688712","https://openalex.org/W7125713268","https://openalex.org/W7223523047","https://openalex.org/W4402771745","https://openalex.org/W4402674230","https://openalex.org/W4417240658","https://openalex.org/W4214632244","https://openalex.org/W4401209427"],"abstract_inverted_index":{"Project":[0,25,51,173],"Portfolio":[1,26,52],"Management":[2,27],"is":[3,28,58,62,98,128,139,148],"very":[4],"important":[5,63],"for":[6,64,161,221],"the":[7,24,43,47,50,65,158,162,184,188,206],"growth":[8],"of":[9,23,46,56,67,95,133,136,164,183,187,190],"companies,":[10],"because":[11],"it":[12,127],"favors":[13],"to":[14,29,35,76,81,117,119,154,171,205],"plan":[15,36],"several":[16],"possibilities":[17],"in":[18,33,70,113,125],"each":[19],"scenario.":[20],"The":[21],"purpose":[22],"manage":[30],"all":[31],"resources":[32],"order":[34],"and":[37,41,83,103,112,123,145,156,167,180,197,216],"execute":[38],"successful":[39],"projects":[40,69],"achieve":[42],"strategic":[44],"objectives":[45],"organizations.":[48],"In":[49,87],"Management,":[53,174],"a":[54,108,177,210],"lot":[55],"data":[57],"generated":[59],"daily,":[60],"which":[61,138],"planning":[66],"new":[68],"companies;":[71],"consequently,":[72],"this":[73,85,88,151],"need":[74],"arises":[75],"create":[77],"models":[78],"that":[79,106,202],"help":[80],"process":[82],"interpret":[84],"data.":[86],"context,":[89],"Machine":[90,165,191],"Learning":[91,166],"as":[92,100,130],"an":[93,101,114,131,181],"expression":[94],"Artificial":[96],"Intelligence,":[97],"presented":[99,129],"alternative":[102],"technological":[104],"enabler":[105],"allows":[107],"system,":[109],"by":[110,142],"itself":[111],"automated":[115],"way,":[116],"learn":[118],"discover":[120],"patterns,":[121],"trends":[122],"relationships":[124],"data,":[126],"engine":[132],"digital":[134],"transformation":[135],"business,":[137],"being":[140],"adopted":[141],"many":[143],"organizations":[144],"its":[146],"demand":[147],"growing.":[149],"Therefore,":[150],"paper":[152],"aims":[153],"compile":[155],"review":[157,179],"proposals":[159],"made":[160],"implementation":[163],"critical":[168,218],"success":[169,219],"factors":[170,220],"improve":[172],"based":[175],"on":[176],"literature":[178],"analysis":[182],"current":[185],"state":[186],"art":[189],"Learning.":[192],"122":[193],"articles":[194,199],"were":[195,200],"found":[196],"21":[198],"selected":[201],"are":[203],"related":[204],"research":[207],"questions.":[208],"As":[209],"final":[211],"result,":[212],"7":[213],"ML":[214],"methods":[215],"18":[217],"PPM":[222],"have":[223],"been":[224],"identified.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-03-01T00:00:00"}