{"id":"https://openalex.org/W2123165820","doi":"https://doi.org/10.1109/cmpsac.2002.1045099","title":"An investigation of prediction models for project management","display_name":"An investigation of prediction models for project management","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2123165820","doi":"https://doi.org/10.1109/cmpsac.2002.1045099","mag":"2123165820"},"language":"en","primary_location":{"id":"doi:10.1109/cmpsac.2002.1045099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmpsac.2002.1045099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 26th Annual International Computer Software and Applications","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/A5033472437","display_name":"Daniel Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-2887-0185"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"D. Rodriguez","raw_affiliation_strings":["Department of Computer Science, University of Reading, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Reading, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039467248","display_name":"Rachel Harrison","orcid":"https://orcid.org/0000-0002-0636-7546"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R. Harrison","raw_affiliation_strings":["Department of Computer Science, University of Reading, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Reading, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044304689","display_name":"Manoranjan Satpathy","orcid":"https://orcid.org/0000-0002-9237-0978"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Satpathy","raw_affiliation_strings":["Department of Computer Science, University of Reading, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Reading, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060412398","display_name":"Jos\u00e9 Javier Dolado","orcid":"https://orcid.org/0000-0002-3301-5650"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Dolado","raw_affiliation_strings":["University of Basque Country (UPV-EHU), Spain"],"affiliations":[{"raw_affiliation_string":"University of Basque Country (UPV-EHU), Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033472437"],"corresponding_institution_ids":["https://openalex.org/I71052956"],"apc_list":null,"apc_paid":null,"fwci":0.4682,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75585216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"779","last_page":"784"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9990000128746033,"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/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7274194955825806},{"id":"https://openalex.org/keywords/cocomo","display_name":"COCOMO","score":0.5628781914710999},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5451445579528809},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.5264937281608582},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5011599063873291},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4924491345882416},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4464584290981293},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.42518773674964905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42286908626556396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33020707964897156},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.20250293612480164},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1312086582183838},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.12449610233306885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08436441421508789},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.078441321849823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274194955825806},{"id":"https://openalex.org/C53238903","wikidata":"https://www.wikidata.org/wiki/Q1023952","display_name":"COCOMO","level":5,"score":0.5628781914710999},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5451445579528809},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.5264937281608582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5011599063873291},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4924491345882416},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4464584290981293},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.42518773674964905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42286908626556396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33020707964897156},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.20250293612480164},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1312086582183838},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.12449610233306885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08436441421508789},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.078441321849823},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cmpsac.2002.1045099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmpsac.2002.1045099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 26th Annual International Computer Software and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.316.3857","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.316.3857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cc.uah.es/drg/c/RodriguezEtAl.COMPSAC02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320326","display_name":"University of Reading","ror":"https://ror.org/05v62cm79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W66570796","https://openalex.org/W1497039936","https://openalex.org/W1557824269","https://openalex.org/W1840884391","https://openalex.org/W1842503650","https://openalex.org/W1983690667","https://openalex.org/W1986736724","https://openalex.org/W2107031757","https://openalex.org/W2131378644","https://openalex.org/W2132988567","https://openalex.org/W2163851162","https://openalex.org/W2170653744","https://openalex.org/W2171265988","https://openalex.org/W4206457894","https://openalex.org/W4229772528","https://openalex.org/W4297792526","https://openalex.org/W6602729356"],"related_works":["https://openalex.org/W4285342743","https://openalex.org/W2737506538","https://openalex.org/W4200443990","https://openalex.org/W41053402","https://openalex.org/W1974774207","https://openalex.org/W2310411340","https://openalex.org/W2783076459","https://openalex.org/W4235204004","https://openalex.org/W1999860225","https://openalex.org/W2901471866"],"abstract_inverted_index":{"It":[0],"has":[1],"been":[2],"claimed":[3],"that":[4,32,54],"dynamic":[5,37,57],"prediction":[6,21],"models":[7,38],"can":[8,35],"be":[9,29],"used":[10],"to":[11,28,94,97],"help":[12],"project":[13,33],"managers":[14,34],"make":[15],"more":[16],"accurate":[17],"estimates":[18],"than":[19],"static":[20,66],"models.":[22,73],"However,":[23],"such":[24],"a":[25,56,65],"claim":[26],"needs":[27],"validated":[30],"so":[31],"use":[36],"with":[39,64],"confidence.":[40],"In":[41],"this":[42,77,90],"paper":[43],"we":[44,48,86],"discuss":[45],"an":[46,51],"experiment":[47,78,91],"conducted":[49],"in":[50,79,92],"academic":[52],"environment":[53],"compared":[55],"model":[58,67],"using":[59],"Bayesian":[60],"belief":[61],"networks":[62],"(BBN)":[63],"involving":[68],"the":[69,82],"COCOMO":[70],"and":[71],"Akiyama":[72],"The":[74],"results":[75],"from":[76],"fact":[80],"validate":[81],"above":[83],"claim.":[84],"However":[85],"suggest":[87],"replication":[88],"of":[89],"order":[93],"increase":[95],"confidence":[96],"our":[98],"results.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}