{"id":"https://openalex.org/W3209290702","doi":"https://doi.org/10.1108/ecam-08-2020-0603","title":"The framework of data-driven and multi-criteria decision-making for detecting unbalanced bidding","display_name":"The framework of data-driven and multi-criteria decision-making for detecting unbalanced bidding","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3209290702","doi":"https://doi.org/10.1108/ecam-08-2020-0603","mag":"3209290702"},"language":"en","primary_location":{"id":"doi:10.1108/ecam-08-2020-0603","doi":"https://doi.org/10.1108/ecam-08-2020-0603","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ecam-08-2020-0603","pdf_url":null,"source":{"id":"https://openalex.org/S120049674","display_name":"Engineering Construction & Architectural Management","issn_l":"0969-9988","issn":["0969-9988","1365-232X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","dongbi-d","fnege-4","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Construction and Architectural Management","raw_type":"journal-article"},"volume":null,"type":"article","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/A5039504617","display_name":"Huimin Li","orcid":"https://orcid.org/0000-0001-7494-6745","observed_orcids":["https://orcid.org/0000-0001-7494-6745"]},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Li","raw_affiliation_strings":["Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7494-6745","affiliations":[{"raw_affiliation_string":"Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035823517","display_name":"Limin Su","orcid":"https://orcid.org/0000-0002-9486-711X","observed_orcids":["https://orcid.org/0000-0002-9486-711X"]},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Su","raw_affiliation_strings":["School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026676538","display_name":"Jian Zuo","orcid":"https://orcid.org/0000-0002-8279-9666","observed_orcids":["https://orcid.org/0000-0002-8279-9666","https://orcid.org/0000-0002-1649-3343"]},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405259444","https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Zuo","raw_affiliation_strings":["School of Architecture and Built Environment, The University of Adelaide, Adelaide, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8279-9666","affiliations":[{"raw_affiliation_string":"School of Architecture and Built Environment, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580206","display_name":"Xiaowei An","orcid":"https://orcid.org/0000-0003-0621-7123","observed_orcids":["https://orcid.org/0000-0003-0621-7123"]},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei An","raw_affiliation_strings":["Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024100179","display_name":"Guanghua Dong","orcid":"https://orcid.org/0000-0002-8600-6870","observed_orcids":["https://orcid.org/0000-0002-8600-6870"]},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Dong","raw_affiliation_strings":["Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043610200","display_name":"Lunyan Wang","orcid":"https://orcid.org/0000-0002-1407-3724","observed_orcids":["https://orcid.org/0000-0002-1407-3724"]},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lunyan Wang","raw_affiliation_strings":["Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Engineering and Management, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101949779","display_name":"Chengyi Zhang","orcid":"https://orcid.org/0000-0002-9190-2282","observed_orcids":["https://orcid.org/0000-0002-9190-2282"]},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chengyi Zhang","raw_affiliation_strings":["Department of Civil and Architectural Engineering, University of Wyoming, Laramie, Wyoming, USA"],"raw_orcid":"https://orcid.org/0000-0002-9190-2282","affiliations":[{"raw_affiliation_string":"Department of Civil and Architectural Engineering, University of Wyoming, Laramie, Wyoming, USA","institution_ids":["https://openalex.org/I12834331"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.65,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82845402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"30","issue":"2","first_page":"598","last_page":"622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12779","display_name":"Public Procurement and Policy","score":0.02500000037252903,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10395","display_name":"Construction Project Management and Performance","score":0.008500000461935997,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unbalanced-bidding","display_name":"unbalanced bidding","score":0.9240000247955322},{"id":"https://openalex.org/keywords/public-procurement","display_name":"public procurement","score":0.7940000295639038},{"id":"https://openalex.org/keywords/construction-bidding","display_name":"construction bidding","score":0.7649999856948853},{"id":"https://openalex.org/keywords/bid-evaluation","display_name":"bid evaluation","score":0.7860000133514404},{"id":"https://openalex.org/keywords/extended-topsis","display_name":"extended TOPSIS","score":0.8420000076293945},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.9539999961853027},{"id":"https://openalex.org/keywords/relative-distance","display_name":"relative distance","score":0.5889999866485596}],"concepts":[{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.9406370520591736},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.6438615322113037},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5361706018447876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5128707885742188},{"id":"https://openalex.org/C1525070","wikidata":"https://www.wikidata.org/wiki/Q2134714","display_name":"Real-time bidding","level":3,"score":0.4912864565849304},{"id":"https://openalex.org/C143989560","wikidata":"https://www.wikidata.org/wiki/Q17011617","display_name":"Ebidding","level":3,"score":0.4809686243534088},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.4676762521266937},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4638383984565735},{"id":"https://openalex.org/C8326231","wikidata":"https://www.wikidata.org/wiki/Q7887147","display_name":"Unit price","level":2,"score":0.419971764087677},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4156968593597412},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.4123145341873169},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3441215753555298},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.29158252477645874},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2845255434513092},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26120778918266296},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24566689133644104},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11820521950721741},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11598604917526245},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/ecam-08-2020-0603","doi":"https://doi.org/10.1108/ecam-08-2020-0603","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ecam-08-2020-0603","pdf_url":null,"source":{"id":"https://openalex.org/S120049674","display_name":"Engineering Construction & Architectural Management","issn_l":"0969-9988","issn":["0969-9988","1365-232X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","dongbi-d","fnege-4","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering, Construction and Architectural Management","raw_type":"journal-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/137830","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/2440/137830","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1108/ecam-08-2020-0603","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W64898870","https://openalex.org/W372929718","https://openalex.org/W657223927","https://openalex.org/W1496151093","https://openalex.org/W1547234595","https://openalex.org/W1753977380","https://openalex.org/W1965288838","https://openalex.org/W1978937960","https://openalex.org/W1989882254","https://openalex.org/W1992699707","https://openalex.org/W1995875735","https://openalex.org/W2002852208","https://openalex.org/W2004257241","https://openalex.org/W2005190664","https://openalex.org/W2007513432","https://openalex.org/W2016210396","https://openalex.org/W2021216055","https://openalex.org/W2027418192","https://openalex.org/W2033046524","https://openalex.org/W2034803686","https://openalex.org/W2054257007","https://openalex.org/W2060590051","https://openalex.org/W2063358800","https://openalex.org/W2072876976","https://openalex.org/W2073632159","https://openalex.org/W2089754753","https://openalex.org/W2089886229","https://openalex.org/W2099933647","https://openalex.org/W2100941325","https://openalex.org/W2107548653","https://openalex.org/W2110812170","https://openalex.org/W2129833317","https://openalex.org/W2140260497","https://openalex.org/W2146359660","https://openalex.org/W2154212693","https://openalex.org/W2159729279","https://openalex.org/W2285457456","https://openalex.org/W2329494830","https://openalex.org/W2335335224","https://openalex.org/W2464561263","https://openalex.org/W2465237284","https://openalex.org/W2481645257","https://openalex.org/W2490033382","https://openalex.org/W2518222472","https://openalex.org/W2537411327","https://openalex.org/W2551536048","https://openalex.org/W2552534312","https://openalex.org/W2571776449","https://openalex.org/W2756737320","https://openalex.org/W2790888313","https://openalex.org/W2884262164","https://openalex.org/W2888912937","https://openalex.org/W2891713055","https://openalex.org/W2905559196","https://openalex.org/W2914820278","https://openalex.org/W2947858844","https://openalex.org/W2995755407","https://openalex.org/W3003868560","https://openalex.org/W3046428932"],"related_works":["https://openalex.org/W2995755407","https://openalex.org/W2888912937","https://openalex.org/W4390967767","https://openalex.org/W2948172945","https://openalex.org/W2005190664","https://openalex.org/W2905559196","https://openalex.org/W2746373232","https://openalex.org/W2465237284","https://openalex.org/W3003868560","https://openalex.org/W3023879709"],"abstract_inverted_index":{"Purpose":[0],"Unbalanced":[1],"bidding":[2,33,62,72,89,154,159,181,211,255],"can":[3,172,246],"seriously":[4],"imposed":[5],"the":[6,10,14,23,28,31,64,87,95,103,108,115,120,125,131,144,176,193,200,213,224,227,231,244,257],"government":[7],"from":[8,86,182],"obtaining":[9],"best":[11],"value":[12],"for":[13,175],"taxpayers'":[15],"money":[16],"in":[17,63,212],"public":[18],"procurement":[19],"since":[20],"it":[21],"increases":[22],"owner's":[24],"cost":[25],"and":[26,49,119,148,152,207,252],"decreases":[27],"fairness":[29],"of":[30,60,70,137,165,179,226,259],"competitive":[32],"process.":[34,195],"How":[35],"to":[36,55,93,102,142,192,205,229,240,250],"detect":[37],"an":[38,57],"unbalanced":[39,61,71,158,180,210,232,242,254],"bid":[40,214],"is":[41,73,91,112,140,161,189,238],"a":[42,76,183],"challenging":[43],"task":[44],"faced":[45],"by":[46,163],"theoretical":[47],"researchers":[48],"practical":[50],"actors.":[51],"This":[52],"study":[53],"aims":[54],"develop":[56],"identification":[58,69,187],"method":[59],"construction":[65],"industry.":[66],"Design/methodology/approach":[67],"The":[68,135,157,169,186,196,218,234],"considered":[74],"as":[75,99,114,130],"multi-criteria":[77],"decision-making":[78,184,194,249],"(MCDM)":[79],"problem.":[80],"A":[81],"data-driven":[82,109,219],"unit":[83,97,110,121,155,221],"price":[84,111,122],"database":[85],"historical":[88],"document":[90],"built":[92],"present":[94],"reference":[96,220],"prices":[98,222],"benchmarks.":[100],"According":[101],"proposed":[104,170],"extended":[105,235],"TOPSIS":[106,236],"method,":[107],"chosen":[113],"positive":[116,147],"ideal":[117,133,150],"solution,":[118],"that":[123,199],"has":[124],"furthest":[126],"absolute":[127],"distance":[128,139],"measure":[129,143],"negative":[132,149],"solution.":[134],"concept":[136],"relative":[138,166],"introduced":[141],"distances":[145],"between":[146],"solutions":[151],"each":[153],"price.":[156],"degree":[160],"ranked":[162],"means":[164],"distance.":[167],"Findings":[168],"model":[171,201,237],"be":[173],"used":[174],"quantitative":[177],"evaluation":[178,215],"perspective.":[185],"process":[188],"developed":[190],"according":[191],"finding":[197],"shows":[198],"will":[202],"support":[203],"owners":[204,245],"efficiently":[206],"effectively":[208],"identify":[209,241,251],"stage.":[216],"Originality/value":[217],"improve":[223],"accuracy":[225],"benchmark":[228],"evaluate":[230],"bidding.":[233],"applied":[239],"bidding;":[243],"undertake":[247],"objective":[248],"prevent":[253],"at":[256],"stage":[258],"procurement.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-11-08T00:00:00"}
