{"id":"https://openalex.org/W2979839714","doi":"https://doi.org/10.1145/3323503.3360643","title":"Smartalloc","display_name":"Smartalloc","publication_year":2019,"publication_date":"2019-10-10","ids":{"openalex":"https://openalex.org/W2979839714","doi":"https://doi.org/10.1145/3323503.3360643","mag":"2979839714"},"language":"en","primary_location":{"id":"doi:10.1145/3323503.3360643","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323503.3360643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Brazillian Symposium on Multimedia and the Web","raw_type":"proceedings-article"},"type":"conference-paper","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/A5014001957","display_name":"Eduardo Jos\u00e9 Kieling","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo J. Kieling","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026931701","display_name":"Felipe Chaves Rodrigues","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe C. Rodrigues","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050561095","display_name":"Alexsandro Filippetto","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexsandro Filippetto","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Barbosa","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos - UNISINOS, S\u00e3o Leopoldo, RS, Brasil","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61722147"],"apc_list":null,"apc_paid":null,"fwci":0.575,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61042904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"365","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47669216990470886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47669216990470886}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3323503.3360643","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323503.3360643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Brazillian Symposium on Multimedia and the Web","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":26,"referenced_works":["https://openalex.org/W317727031","https://openalex.org/W1791587663","https://openalex.org/W1975318408","https://openalex.org/W1986554005","https://openalex.org/W1991397084","https://openalex.org/W2000379297","https://openalex.org/W2010482273","https://openalex.org/W2017927730","https://openalex.org/W2018519386","https://openalex.org/W2028029055","https://openalex.org/W2035116747","https://openalex.org/W2054803543","https://openalex.org/W2068116312","https://openalex.org/W2113514462","https://openalex.org/W2144265184","https://openalex.org/W2164204425","https://openalex.org/W2191401591","https://openalex.org/W2231750376","https://openalex.org/W2289677468","https://openalex.org/W2581350796","https://openalex.org/W2620336446","https://openalex.org/W2783616455","https://openalex.org/W4212974420","https://openalex.org/W4245368762","https://openalex.org/W4389706206","https://openalex.org/W6683127299"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"the":[3,20,25,44,51,54,58,65,68,74,101,108,113,117,133,136,141,144,155],"Smartalloc":[4,156],"model":[5,17,37,157],"for":[6],"human":[7,163],"resource":[8,69],"allocations":[9,76],"in":[10,64,86,100,132,148,161],"projects":[11,131],"based":[12,32,42],"on":[13,33,43],"machine":[14,118],"learning.":[15],"The":[16,36],"learns":[18],"about":[19],"allocation":[21,70],"strategies":[22],"used":[23],"by":[24],"organization":[26,59],"over":[27],"time":[28,61],"and":[29,84],"makes":[30],"recommendations":[31],"this":[34],"information.":[35],"has":[38],"two":[39],"scientific":[40],"contributions,":[41],"study":[45],"of":[46,53,57,67,77,93,110,116],"related":[47],"works:":[48],"(1)":[49],"allows":[50],"choice":[52],"strategic":[55],"objective":[56],"(cost,":[60],"or":[62],"quality)":[63],"definition":[66],"strategy;":[71],"(2)":[72],"uses":[73],"historical":[75],"previous":[78],"projects.":[79,150,166],"A":[80],"prototype":[81],"was":[82,121,138,146],"implemented":[83],"applied":[85],"an":[87],"evaluation":[88],"involving":[89],"2":[90,94],"project":[91,152],"managers":[92,153],"organizations":[95],"who":[96],"answered":[97],"structured":[98],"research":[99],"Technology":[102],"Acceptance":[103],"Model":[104],"(TAM)":[105],"methodology,":[106],"confirming":[107],"usability":[109],"Smartalloc.":[111],"Then,":[112],"Accuracy":[114],"calculation":[115],"learning":[119],"algorithm":[120],"measured,":[122],"whose":[123],"ideal":[124],"value":[125],"should":[126],"be":[127,159],"1.":[128],"In":[129,140],"6":[130],"first":[134],"company,":[135,143],"average":[137,145],"0.77.":[139],"second":[142],"0.70":[147],"3":[149],"Both":[151],"considered":[154],"to":[158,165],"useful":[160],"allocating":[162],"resources":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2019-10-18T00:00:00"}