{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:23:32Z","timestamp":1772119412689,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"20","license":[{"start":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T00:00:00Z","timestamp":1721260800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T00:00:00Z","timestamp":1721260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71772060"],"award-info":[{"award-number":["71772060"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1007\/s00500-024-09929-z","type":"journal-article","created":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T10:02:31Z","timestamp":1721296951000},"page":"11945-11969","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Project portfolio selection considering the hindrance to risk propagation: a dual-objective optimization approach"],"prefix":"10.1007","volume":"28","author":[{"given":"Xiaoyan","family":"Lv","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingmei","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhong","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongqing","family":"Jia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,7,18]]},"reference":[{"key":"9929_CR1","doi-asserted-by":"publisher","first-page":"6187","DOI":"10.1007\/s00500-023-07983-7","volume":"27","author":"F Afzal","year":"2023","unstructured":"Afzal F, Afzal F, Junaid D, Shah IA, Yunfei S (2023) Complexity-based risk decision framework for cost overrun using fuzzy Bayesian network. Soft Comput 27:6187\u20136203. https:\/\/doi.org\/10.1007\/s00500-023-07983-7","journal-title":"Soft Comput"},{"key":"9929_CR2","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.ejor.2019.11.0185","volume":"291","author":"MR Asadabadi","year":"2021","unstructured":"Asadabadi MR, Zwikael O (2021) Integrating risk into estimations of project activities\u2019 time and cost: A stratified approach. Eur J Oper Res 291:482\u2013490. https:\/\/doi.org\/10.1016\/j.ejor.2019.11.0185","journal-title":"Eur J Oper Res"},{"key":"9929_CR3","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3236956","author":"L Bai","year":"2023","unstructured":"Bai L, An Y, Sun W-J (2023a) Measurement of project portfolio benefits with a GA-BP neural network group. IEEE Trans Eng Manag. https:\/\/doi.org\/10.1109\/TEM.2023.3236956","journal-title":"IEEE Trans Eng Manag"},{"key":"9929_CR4","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3238369","author":"L Bai","year":"2023","unstructured":"Bai L, Han X, Zhang Y, Xie X (2023b) Optimal project portfolio selection considering cascading failure among projects. IEEE Trans Eng Manag. https:\/\/doi.org\/10.1109\/TEM.2023.3238369","journal-title":"IEEE Trans Eng Manag"},{"key":"9929_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106779","author":"L Bai","year":"2023","unstructured":"Bai L, Song C, Zhou X, Tian Y, Wei L (2023c) Assessing project portfolio risk via an enhanced GA-BPNN combined with PCA. Eng Appl Artif Intell. https:\/\/doi.org\/10.1016\/j.engappai.2023.106779","journal-title":"Eng Appl Artif Intell"},{"key":"9929_CR6","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-69775-5","author":"C Chen","year":"2020","unstructured":"Chen C, Zhao Y, Gao J, Stanley HE (2020) Nonlinear model of cascade failure in weighted complex networks considering overloaded edges. Sci Rep UK. https:\/\/doi.org\/10.1038\/s41598-020-69775-5","journal-title":"Sci Rep UK"},{"key":"9929_CR7","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2022.112821","author":"E Cote","year":"2022","unstructured":"Cote E, Salm S (2022) Risk-adjusted preferences of utility companies and institutional investors for battery storage and green hydrogen investment. Energ Policy. https:\/\/doi.org\/10.1016\/j.enpol.2022.112821","journal-title":"Energ Policy"},{"key":"9929_CR8","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1016\/j.ejor.2005.07.008","volume":"173","author":"MJ Cuellar","year":"2006","unstructured":"Cuellar MJ, Gallivan MJ (2006) A framework for ex ante project risk assessment based on absorptive capacity. Eur J Oper Res 173:1123\u20131138. https:\/\/doi.org\/10.1016\/j.ejor.2005.07.008","journal-title":"Eur J Oper Res"},{"key":"9929_CR9","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1016\/j.eswa.2009.05.037","volume":"37","author":"S Ebrahimnejad","year":"2010","unstructured":"Ebrahimnejad S, Mousavi SM, Seyrafianpour H (2010) Risk identification and assessment for build-operate-transfer projects: a fuzzy multi attribute decision making model. Expert Syst Appl 37:575\u2013586. https:\/\/doi.org\/10.1016\/j.eswa.2009.05.037","journal-title":"Expert Syst Appl"},{"key":"9929_CR10","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1111\/poms.12890","volume":"28","author":"C Ellinas","year":"2019","unstructured":"Ellinas C (2019) The domino effect: an empirical exposition of systemic risk across project networks. Prod Oper Manag 28:63\u201381. https:\/\/doi.org\/10.1111\/poms.12890","journal-title":"Prod Oper Manag"},{"key":"9929_CR11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0142469","author":"C Ellinas","year":"2015","unstructured":"Ellinas C, Allan N, Durugbo C, Johansson A (2015) How robust is your project? From local failures to global catastrophes: a complex networks approach to project systemic risk. PLoS\u00a0One. https:\/\/doi.org\/10.1371\/journal.pone.0142469","journal-title":"PLoS\u00a0One"},{"key":"9929_CR12","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.ijpe.2016.08.011","volume":"182","author":"C Ellinas","year":"2016","unstructured":"Ellinas C, Allan N, Johansson A (2016) Project systemic risk: application examples of a network model. Int J Prod Econ 182:50\u201362. https:\/\/doi.org\/10.1016\/j.ijpe.2016.08.011","journal-title":"Int J Prod Econ"},{"key":"9929_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-023-08445-w","author":"NA Forouzesh","year":"2023","unstructured":"Forouzesh NA (2023) A hybrid data-driven model for project portfolio selection problem based on sustainability and strategic dimensions: a case study of the telecommunication industry. Soft Comput. https:\/\/doi.org\/10.1007\/s00500-023-08445-w","journal-title":"Soft Comput"},{"key":"9929_CR14","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1016\/j.ijproman.2011.08.004","volume":"30","author":"Y Fu","year":"2012","unstructured":"Fu Y, Li M, Chen F (2012) Impact propagation and risk assessment of requirement changes for software development projects based on design structure matrix. Int J Proj Manag 30:363\u2013373. https:\/\/doi.org\/10.1016\/j.ijproman.2011.08.004","journal-title":"Int J Proj Manag"},{"key":"9929_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.cie.2018.11.051","volume":"127","author":"N Guo","year":"2019","unstructured":"Guo N, Guo P, Dong H, Zhao J, Han Q (2019) Modeling and analysis of cascading failures in projects: a complex network approach. Comput Ind Eng 127:1\u20137. https:\/\/doi.org\/10.1016\/j.cie.2018.11.051","journal-title":"Comput Ind Eng"},{"key":"9929_CR16","doi-asserted-by":"publisher","DOI":"10.1108\/ecam-08-2022-0801","author":"R Han","year":"2023","unstructured":"Han R, Li X, Shen Z, Jia D (2023) A framework of robust project portfolio selection problem under strategic objectives considering the risk propagation. Eng Constr Archit Manag. https:\/\/doi.org\/10.1108\/ecam-08-2022-0801","journal-title":"Eng Constr Archit Manag"},{"key":"9929_CR17","unstructured":"Jian J (2023) Boeing 787 dreamliner discovered new defects: delivery may be delayed. In: J Jian (ed) China: Quick Technology."},{"key":"9929_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106370","author":"R Li","year":"2020","unstructured":"Li R, Yang N, Zhang Y, Liu H (2020) Risk propagation and mitigation of design change for complex product development (CPD) projects based on multilayer network theory. Comput Ind Eng. https:\/\/doi.org\/10.1016\/j.cie.2020.106370","journal-title":"Comput Ind Eng"},{"key":"9929_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2020.125531","author":"R Li","year":"2021","unstructured":"Li R, Yang N, Zhang Y, Liu H, Zhang M (2021) Impacts of module-module aligned patterns on risk cascading propagation in complex product development (CPD) interdependent networks. Phys A. https:\/\/doi.org\/10.1016\/j.physa.2020.125531","journal-title":"Phys A"},{"key":"9929_CR20","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2022.127963","author":"J Li","year":"2022","unstructured":"Li J, Yu A, Xu B (2022) Risk propagation and evolution analysis of multi-level handlings at automated terminals based on double-layer dynamic network model. Phys A. https:\/\/doi.org\/10.1016\/j.physa.2022.127963","journal-title":"Phys A"},{"key":"9929_CR21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2023.109248","volume":"235","author":"R Li","year":"2023","unstructured":"Li R, Yang N, Yi H, Jin N (2023) The robustness of complex product development projects under design change risk propagation with gray attack information. Reliab Eng Syst Saf 235:109248. https:\/\/doi.org\/10.1016\/j.ress.2023.109248","journal-title":"Reliab Eng Syst Saf"},{"key":"9929_CR22","doi-asserted-by":"publisher","first-page":"1084","DOI":"10.1016\/j.ejor.2022.04.043","volume":"304","author":"J Liesio","year":"2023","unstructured":"Liesio J, Kallio M, Argyris N (2023) Incomplete risk-preference information in portfolio decision analysis. Eur J Oper Res 304:1084\u20131098. https:\/\/doi.org\/10.1016\/j.ejor.2022.04.043","journal-title":"Eur J Oper Res"},{"key":"9929_CR23","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.ins.2021.04.079","volume":"571","author":"P Liu","year":"2021","unstructured":"Liu P, Zhu B, Seiti H, Yang L (2021) Risk-based decision framework based on R-numbers and best-worst method and its application to research and development project selection. Inf Sci 571:303\u2013322. https:\/\/doi.org\/10.1016\/j.ins.2021.04.079","journal-title":"Inf Sci"},{"key":"9929_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116067","author":"A Mahmoudi","year":"2022","unstructured":"Mahmoudi A, Abbasi M, Deng X (2022) A novel project portfolio selection framework towards organizational resilience: robust ordinal priority approach. Expert Syst Appl. https:\/\/doi.org\/10.1016\/j.eswa.2021.116067","journal-title":"Expert Syst Appl"},{"key":"9929_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jik.2023.100327","author":"MN Mata","year":"2023","unstructured":"Mata MN, Martins JM, Inacio PL (2023) Impact of absorptive capacity on project success through mediating role of strategic agility: project complexity as a moderator. J Innov Knowl. https:\/\/doi.org\/10.1016\/j.jik.2023.100327","journal-title":"J Innov Knowl"},{"key":"9929_CR26","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1016\/j.amc.2009.03.037","volume":"213","author":"G Mavrotas","year":"2009","unstructured":"Mavrotas G (2009) Effective implementation of the \u03b5-constraint method in multi-objective mathematical programming problems. Appl Math Comput 213:455\u2013465. https:\/\/doi.org\/10.1016\/j.amc.2009.03.037","journal-title":"Appl Math Comput"},{"key":"9929_CR27","unstructured":"Project Management Institute (2021) A guide to the project management body of knowledge (PMBOK\u00ae Guide), sixth edn, vol 44. Newtown Square, PA, USA"},{"key":"9929_CR28","doi-asserted-by":"publisher","first-page":"20589","DOI":"10.1007\/s00521-022-07434-8","volume":"34","author":"AA Ramedani","year":"2022","unstructured":"Ramedani AA, Didehkhani H, Mehrabian A (2022) Scenario-based optimization robust model project portfolio selection under risk considerations. Neural Comput Appl 34:20589\u201320609. https:\/\/doi.org\/10.1007\/s00521-022-07434-8","journal-title":"Neural Comput Appl"},{"key":"9929_CR29","doi-asserted-by":"publisher","first-page":"1683","DOI":"10.1007\/s00500-019-03997-2","volume":"24","author":"K Suresh","year":"2020","unstructured":"Suresh K, Dillibabu R (2020) A novel fuzzy mechanism for risk assessment in software projects. Soft Comput 24:1683\u20131705. https:\/\/doi.org\/10.1007\/s00500-019-03997-2","journal-title":"Soft Comput"},{"key":"9929_CR30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.107012","author":"X Wang","year":"2021","unstructured":"Wang X, Zhao T, Chang C (2021) An integrated FAHP-MCGP approach to project selection and resource allocation in risk-based internal audit planning: a case study. Comput Ind Eng. https:\/\/doi.org\/10.1016\/j.cie.2020.107012","journal-title":"Comput Ind Eng"},{"key":"9929_CR31","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2023.106771","author":"L Wang","year":"2023","unstructured":"Wang L, Cheng Y, Zhang Y (2023) Exploring the risk propagation mechanisms of supply chain for prefabricated building projects. J Build. https:\/\/doi.org\/10.1016\/j.jobe.2023.106771","journal-title":"J Build"},{"key":"9929_CR32","doi-asserted-by":"publisher","first-page":"2048","DOI":"10.1007\/s40815-021-01069-y","volume":"23","author":"L Wu","year":"2021","unstructured":"Wu L, Wu L, Shi J, Chou Y (2021) Project cortfolio selection considering uncertainty: stochastic dominance-based fuzzy ranking. Int J Fuzzy Syst 23:2048\u20132066. https:\/\/doi.org\/10.1007\/s40815-021-01069-y","journal-title":"Int J Fuzzy Syst"},{"key":"9929_CR33","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2022.126901","author":"Q Yang","year":"2022","unstructured":"Yang Q, Zou X, Ye Y, Yao T (2022) Evaluating the criticality of the product development project portfolio network from the perspective of risk propagation. Phys A. https:\/\/doi.org\/10.1016\/j.physa.2022.126901","journal-title":"Phys A"},{"key":"9929_CR34","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1111\/risa.12448","volume":"36","author":"L Zhang","year":"2016","unstructured":"Zhang L, Wu X, Qin Y, Skibniewski MJ, Liu W (2016) Towards a fuzzy Bayesian network based approach for safety risk analysis of tunnel-induced pipeline damage. Risk Anal 36:278\u2013301. https:\/\/doi.org\/10.1111\/risa.12448","journal-title":"Risk Anal"},{"key":"9929_CR35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2020.106963","author":"C Zhang","year":"2020","unstructured":"Zhang C, Xu X, Dui H (2020) Analysis of network cascading failure based on the cluster aggregation in cyber-physical systems. Reliab Eng Syst Saf. https:\/\/doi.org\/10.1016\/j.ress.2020.106963","journal-title":"Reliab Eng Syst Saf"},{"key":"9929_CR36","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2022.108922","author":"B Zhang","year":"2023","unstructured":"Zhang B, Bai L, Zhang K, Kang S, Zhou X (2023a) Dynamic assessment of project portfolio risks from the life cycle perspective. Comput Ind Eng. https:\/\/doi.org\/10.1016\/j.cie.2022.108922","journal-title":"Comput Ind Eng"},{"key":"9929_CR37","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2023.128450","author":"K Zhang","year":"2023","unstructured":"Zhang K, Bai L, Xie X, Wang C (2023b) Modeling of risk cascading propagation in project portfolio network. Phys A. https:\/\/doi.org\/10.1016\/j.physa.2023.128450","journal-title":"Phys A"},{"key":"9929_CR38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2023.109391","author":"F Zuo","year":"2023","unstructured":"Zuo F, Zio E, Xu Y (2023) Bi-objective optimization of the scheduling of risk-related resources for risk response. Reliab Eng Syst Saf. https:\/\/doi.org\/10.1016\/j.ress.2023.109391","journal-title":"Reliab Eng Syst Saf"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-024-09929-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-024-09929-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-024-09929-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T21:03:47Z","timestamp":1729631027000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-024-09929-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,18]]},"references-count":38,"journal-issue":{"issue":"20","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["9929"],"URL":"https:\/\/doi.org\/10.1007\/s00500-024-09929-z","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-4002083\/v1","asserted-by":"object"}]},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,18]]},"assertion":[{"value":"14 May 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 July 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}