{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T14:01:38Z","timestamp":1775916098034,"version":"3.50.1"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031206009","type":"print"},{"value":"9783031206016","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T00:00:00Z","timestamp":1668729600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T00:00:00Z","timestamp":1668729600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-20601-6_38","type":"book-chapter","created":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T05:03:08Z","timestamp":1668661388000},"page":"437-448","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Digital Twin in Facility Management Operational Decision Making and Predictive Maintenance"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0903-4875","authenticated-orcid":false,"given":"Ala\u2019a","family":"Ahmad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7336-381X","authenticated-orcid":false,"given":"Muhammad","family":"Alshurideh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,18]]},"reference":[{"issue":"6","key":"38_CR1","doi-asserted-by":"publisher","first-page":"2767","DOI":"10.3390\/app11062767","volume":"11","author":"GP Agnusdei","year":"2021","unstructured":"Agnusdei, G.P., Elia, V., Gnoni, M.G.: Is digital twin technology supporting safety management? A bibliometric and systematic review. Appl. Sci. 11(6), 2767 (2021)","journal-title":"Appl. Sci."},{"key":"38_CR2","doi-asserted-by":"crossref","unstructured":"Ahmad, A., Alshurideh, M.T., al Kurdi, B.H., Alzoubi, H.M.: Digital strategies: a systematic literature review. In: The International Conference on Artificial Intelligence and Computer Vision, pp. 807\u2013822 (2021)","DOI":"10.1007\/978-3-030-76346-6_71"},{"key":"38_CR3","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"838","DOI":"10.1007\/978-3-030-76346-6_73","volume-title":"Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021)","author":"R Naqvi","year":"2021","unstructured":"Naqvi, R., Soomro, T.R., Alzoubi, H.M., Ghazal, T.M., Alshurideh, M.T.: The nexus between big data and decision-making: a study of big data techniques and technologies. In: Hassanien, A.E., et al. (eds.) AICV 2021. AISC, vol. 1377, pp. 838\u2013853. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-76346-6_73"},{"key":"38_CR4","doi-asserted-by":"crossref","unstructured":"Shah, S.F., Alshurideh, M., al Kurdi, B., Salloum, S.A.: The impact of the behavioral factors on investment decision-making: a systemic review on financial institutions. In: International Conference on Advanced Intelligent Systems and Informatics, pp. 100\u2013112 (2020)","DOI":"10.1007\/978-3-030-58669-0_9"},{"key":"38_CR5","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1007\/978-3-030-58669-0_9","volume-title":"Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020","author":"SF Shah","year":"2021","unstructured":"Shah, S.F., Alshurideh, M., Kurdi, B.A., Salloum, S.A.: The impact of the behavioral factors on investment decision-making: a systemic review on financial institutions. In: Hassanien, A.E., Slowik, A., Sn\u00e1\u0161el, V., El-Deeb, H., Tolba, F.M. (eds.) AISI 2020. AISC, vol. 1261, pp. 100\u2013112. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-58669-0_9"},{"key":"38_CR6","doi-asserted-by":"crossref","unstructured":"Altohami, A.B.A., Haron, N.A., Ales@ Alias, A.H., Law, T.H.: Investigating approaches of integrating BIM, IoT, and facility management for renovating existing buildings: a review. Sustainability 13(7), 3930 (2021)","DOI":"10.3390\/su13073930"},{"key":"38_CR7","doi-asserted-by":"crossref","unstructured":"Anderl, R., Haag, S., Sch\u00fctzer, K., Zancul, E.: Digital twin technology\u2013an approach for Industrie 4.0 vertical and horizontal lifecycle integration. Inf. Technol. 60(3), 125\u2013132 (2018)","DOI":"10.1515\/itit-2017-0038"},{"key":"38_CR8","doi-asserted-by":"crossref","unstructured":"Alshurideh, A.H., Al Kurdi, M.T., Alzoubi, B., Sahawneh, H.M., Al-kassem, N.: Fuzzy assisted human resource management for supply chain management issues. Ann. Oper. Res. 24(1), 1\u201319 (2022)","DOI":"10.1007\/s10479-021-04472-8"},{"key":"38_CR9","unstructured":"Alzoubi, B., Alshurideh, H., Akour, M., Shishan, I., Aziz, F., Al Kurdi, R.: Adaptive intelligence and emotional intelligence as the new determinant of success in organizations. An empirical study in Dubai\u2019s real estate. J. Legal, Ethical Regul. Issues 24(Special Issue 6), 1\u201315 (2021)"},{"key":"38_CR10","doi-asserted-by":"crossref","unstructured":"Bot\u00edn-Sanabria, D.M., Mihaita, A.-S., Peimbert-Garc\u00eda, R.E., Ram\u00edrez-Moreno, M.A., Ram\u00edrez-Mendoza, R.A., de Lozoya-Santos, J.: Digital twin technology challenges and applications: a comprehensive review. Remote Sens. 14(6), 1335 (2022)","DOI":"10.3390\/rs14061335"},{"key":"38_CR11","doi-asserted-by":"crossref","unstructured":"Ashworth, S., Tucker, M., Druhmann, C.K.: Critical success factors for facility management employer\u2019s information requirements (EIR) for BIM. Facilities (2018)","DOI":"10.1108\/F-02-2018-0027"},{"key":"38_CR12","doi-asserted-by":"crossref","unstructured":"Dixit, M.K., Venkatraj, V., Ostadalimakhmalbaf, M., Pariafsai, F., Lavy, S.: Integration of facility management and building information modeling (BIM): a review of key issues and challenges. Facilities (2019)","DOI":"10.1108\/F-03-2018-0043"},{"key":"38_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2021.103736","volume":"46","author":"S Durdyev","year":"2022","unstructured":"Durdyev, S., Ashour, M., Connelly, S., Mahdiyar, A.: Barriers to the implementation of Building Information Modelling (BIM) for facility management. J. Build. Eng. 46, 103736 (2022)","journal-title":"J. Build. Eng."},{"key":"38_CR14","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1016\/j.isatra.2019.05.011","volume":"95","author":"R He","year":"2019","unstructured":"He, R., Chen, G., Dong, C., Sun, S., Shen, X.: Data-driven digital twin technology for optimized control in process systems. ISA Trans. 95, 221\u2013234 (2019)","journal-title":"ISA Trans."},{"issue":"4","key":"38_CR15","first-page":"643","volume":"30","author":"T Hongxia","year":"2021","unstructured":"Hongxia, T., Jiming, C.A.O., Zhiguo, S.: Incentive contracts for integrated facility management service supplier in BIM context. J. Syst. Manag. 30(4), 643 (2021)","journal-title":"J. Syst. Manag."},{"issue":"1","key":"38_CR16","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/s12553-019-00377-6","volume":"10","author":"E Iadanza","year":"2019","unstructured":"Iadanza, E., Luschi, A.: An integrated custom decision-support computer aided facility management informative system for healthcare facilities and analysis. Heal. Technol. 10(1), 135\u2013145 (2019). https:\/\/doi.org\/10.1007\/s12553-019-00377-6","journal-title":"Heal. Technol."},{"issue":"1","key":"38_CR17","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3390\/systems7010007","volume":"7","author":"AM Madni","year":"2019","unstructured":"Madni, A.M., Madni, C.C., Lucero, S.D.: Leveraging digital twin technology in model-based systems engineering. Systems 7(1), 7 (2019)","journal-title":"Systems"},{"issue":"5","key":"38_CR18","doi-asserted-by":"publisher","first-page":"191","DOI":"10.3390\/ijgi7050191","volume":"7","author":"C Mirarchi","year":"2018","unstructured":"Mirarchi, C., Pavan, A., de Marco, F., Wang, X., Song, Y.: Supporting facility management processes through end-users\u2019 integration and coordinated BIM-GIS technologies. ISPRS Int. J. Geo Inf. 7(5), 191 (2018)","journal-title":"ISPRS Int. J. Geo Inf."},{"key":"38_CR19","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.autcon.2017.12.004","volume":"87","author":"P Pishdad-Bozorgi","year":"2018","unstructured":"Pishdad-Bozorgi, P., Gao, X., Eastman, C., Self, A.P.: Planning and developing facility management-enabled building information model (FM-enabled BIM). Autom. Constr. 87, 22\u201338 (2018)","journal-title":"Autom. Constr."},{"key":"38_CR20","unstructured":"Soliman, K., Naji, K., Gunduz, M., Tokdemir, O., Faqih, F., Zayed, T.: BIM-based facility management models for existing buildings. J. Eng. Res. (2021)"},{"issue":"11-12","key":"38_CR21","doi-asserted-by":"publisher","first-page":"4687","DOI":"10.1007\/s00170-020-05314-w","volume":"107","author":"K-J Wang","year":"2020","unstructured":"Wang, K.-J., Lee, T.-L., Hsu, Y.: Revolution on digital twin technology\u2014a patent research approach. Int. J. Adv. Manuf. Technol. 107(11\u201312), 4687\u20134704 (2020). https:\/\/doi.org\/10.1007\/s00170-020-05314-w","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"38_CR22","doi-asserted-by":"crossref","unstructured":"Wang, Z.: Digital twin technology. In: Industry 4.0-Impact on Intelligent Logistics and Manufacturing, IntechOpen (2020)","DOI":"10.5772\/intechopen.80974"},{"key":"38_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2021.104117","volume":"135","author":"H Alavi","year":"2022","unstructured":"Alavi, H., Bortolini, R., Forcada, N.: BIM-based decision support for building condition assessment. Autom. Constr. 135, 104117 (2022)","journal-title":"Autom. Constr."},{"key":"38_CR24","doi-asserted-by":"crossref","unstructured":"Wisittigars, B., Siengthai, S.: Crisis leadership competencies: the facility management sector in Thailand. Facilities (2019)","DOI":"10.1108\/F-10-2017-0100"},{"key":"38_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2020.101431","volume":"32","author":"Z Yousefli","year":"2020","unstructured":"Yousefli, Z., Nasiri, F., Moselhi, O.: Maintenance workflow management in hospitals: an automated multi-agent facility management system. J. Build. Eng. 32, 101431 (2020)","journal-title":"J. Build. Eng."}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-20601-6_38","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T05:11:15Z","timestamp":1668661875000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-20601-6_38"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,18]]},"ISBN":["9783031206009","9783031206016"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-20601-6_38","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"value":"2367-4512","type":"print"},{"value":"2367-4520","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,18]]},"assertion":[{"value":"18 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AISI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Intelligent Systems and Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cairo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Egypt","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aisi2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/egyptscience.net\/AISI2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}