{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T08:26:32Z","timestamp":1742977592189,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031534447"},{"type":"electronic","value":"9783031534454"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-53445-4_28","type":"book-chapter","created":{"date-parts":[[2024,2,3]],"date-time":"2024-02-03T00:06:36Z","timestamp":1706918796000},"page":"333-344","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sensitivity Analysis of\u00a0the\u00a0SimQL Trustworthy Recommendation System"],"prefix":"10.1007","author":[{"given":"Fl\u00e1via","family":"Pires","sequence":"first","affiliation":[]},{"given":"Ant\u00f3nio Paulo","family":"Moreira","sequence":"additional","affiliation":[]},{"given":"Paulo","family":"Leit\u00e3o","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,2,3]]},"reference":[{"key":"28_CR1","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/978-3-319-71008-2_20","volume":"749","author":"A Jain","year":"2018","unstructured":"Jain, A., Gupta, C.: Fuzzy logic in recommender systems. Stud. Comput. Intell. 749, 255\u2013273 (2018). https:\/\/doi.org\/10.1007\/978-3-319-71008-2_20","journal-title":"Stud. Comput. Intell."},{"issue":"3","key":"28_CR2","doi-asserted-by":"publisher","first-page":"204","DOI":"10.13182\/04-54CR","volume":"147","author":"DG Cacuci","year":"2004","unstructured":"Cacuci, D.G., Ionescu-Bujor, M.: A comparative review of sensitivity and uncertainty analysis of large-scale systems - II: statistical methods. Nucl. Sci. Eng. 147(3), 204\u2013217 (2004). https:\/\/doi.org\/10.13182\/04-54CR","journal-title":"Nucl. Sci. Eng."},{"issue":"3","key":"28_CR3","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.eij.2015.06.005","volume":"16","author":"FO Isinkaye","year":"2015","unstructured":"Isinkaye, F.O., Folajimi, Y.O., Ojokoh, B.A.: Recommendation systems: principles, methods and evaluation. Egypt. Inf. J. 16(3), 261\u2013273 (2015). https:\/\/doi.org\/10.1016\/j.eij.2015.06.005","journal-title":"Egypt. Inf. J."},{"key":"28_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2023.103884","volume":"148","author":"F Pires","year":"2023","unstructured":"Pires, F., Leit\u00e3o, P., Moreira, A.P., Ahmad, B.: Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems. Comput. Ind. 148, 103884 (2023). https:\/\/doi.org\/10.1016\/j.compind.2023.103884","journal-title":"Comput. Ind."},{"key":"28_CR5","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1186\/s40537-021-00484-0","volume":"8","author":"FJ Tey","year":"2021","unstructured":"Tey, F.J., Wu, T.Y., Lin, C.L., Chen, J.L.: Accuracy improvements for cold-start recommendation problem using indirect relations in social networks. J. Big Data 8, 98 (2021). https:\/\/doi.org\/10.1186\/s40537-021-00484-0","journal-title":"J. Big Data"},{"key":"28_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113346","volume":"149","author":"F Zhang","year":"2020","unstructured":"Zhang, F., Qi, S., Liu, Q., Mao, M., Zeng, A.: Alleviating the data sparsity problem of recommender systems by clustering nodes in bipartite networks. Expert Syst. Appl. 149, 113346 (2020). https:\/\/doi.org\/10.1016\/j.eswa.2020.113346","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"28_CR7","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1111\/0272-4332.00039","volume":"22","author":"HC Frey","year":"2002","unstructured":"Frey, H.C., Patil, S.R.: Identification and review of sensitivity analysis methods. Risk Anal. 22(3), 553\u2013578 (2002). https:\/\/doi.org\/10.1111\/0272-4332.00039","journal-title":"Risk Anal."},{"key":"28_CR8","doi-asserted-by":"publisher","unstructured":"Ma, H., Yang, H., Lyu, M.R., King, I.: SoRec: social recommendation using probabilistic matrix factorization. In: ACM Conference on Information and Knowledge Management, pp. 931\u2013940 (2008). https:\/\/doi.org\/10.1145\/1458082.1458205","DOI":"10.1145\/1458082.1458205"},{"key":"28_CR9","doi-asserted-by":"publisher","unstructured":"O\u2019Donovan, J., Smyth, B.: Trust in recommender systems. In: International Conference on Intelligent User Interfaces, pp. 167\u2013174 (2005). https:\/\/doi.org\/10.1145\/1040830.1040870","DOI":"10.1145\/1040830.1040870"},{"key":"28_CR10","doi-asserted-by":"publisher","unstructured":"Verma, J.P., Patel, B., Patel, A.: Big data analysis: recommendation system with Hadoop framework. In: IEEE International Conference on Computational Intelligence and Communication Technology, pp. 92\u201397 (2015). https:\/\/doi.org\/10.1109\/CICT.2015.86","DOI":"10.1109\/CICT.2015.86"},{"issue":"4","key":"28_CR11","doi-asserted-by":"publisher","first-page":"1113","DOI":"10.1007\/s13278-013-0141-9","volume":"3","author":"J Tang","year":"2013","unstructured":"Tang, J., Hu, X., Liu, H.: Social recommendation: a review. Soc. Netw. Anal. Min. 3(4), 1113\u20131133 (2013). https:\/\/doi.org\/10.1007\/s13278-013-0141-9","journal-title":"Soc. Netw. Anal. Min."},{"key":"28_CR12","doi-asserted-by":"publisher","unstructured":"Zhu, J., Wu, H., Yaseen, A.: Sensitivity analysis of a BERT-based scholarly recommendation system. In: International Florida Artificial Intelligence Research Society Conference, vol. 35 (2022). https:\/\/doi.org\/10.32473\/flairs.v35i.130595","DOI":"10.32473\/flairs.v35i.130595"},{"issue":"3","key":"28_CR13","doi-asserted-by":"publisher","first-page":"189","DOI":"10.13182\/NSE03-105CR","volume":"147","author":"M Ionescu-Bujor","year":"2004","unstructured":"Ionescu-Bujor, M., Cacuci, D.G.: A comparative review of sensitivity and uncertainty analysis of large-scale systems - I: deterministic methods. Nucl. Sci. Eng. 147(3), 189\u2013203 (2004). https:\/\/doi.org\/10.13182\/NSE03-105CR","journal-title":"Nucl. Sci. Eng."},{"key":"28_CR14","unstructured":"Maida,M., Obwegeser, N.: The effect of sensitivity analysis on the usage of recommender systems. In: RecSys Decision 2012 Working Human Decision Making Recommendation System Conjunction with 6th ACM Conference on Recommender Systems, pp. 15\u201318 (2012)"},{"issue":"7","key":"28_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3543846","volume":"55","author":"MM Afsar","year":"2022","unstructured":"Afsar, M.M., Crump, T., Far, B.: Reinforcement learning based recommender systems: a survey. ACM Comput. Surv. 55(7), 1\u201338 (2022). https:\/\/doi.org\/10.1145\/3543846","journal-title":"ACM Comput. Surv."},{"issue":"2","key":"28_CR16","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/S0165-0114(02)00223-3","volume":"136","author":"RR Yager","year":"2003","unstructured":"Yager, R.R.: Fuzzy logic methods in recommender systems. Fuzzy Sets Syst. 136(2), 133\u2013149 (2003). https:\/\/doi.org\/10.1016\/S0165-0114(02)00223-3","journal-title":"Fuzzy Sets Syst."},{"key":"28_CR17","doi-asserted-by":"publisher","DOI":"10.1108\/k.1998.27.9.1093.3","author":"RS Sutton","year":"1998","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction (1998). https:\/\/doi.org\/10.1108\/k.1998.27.9.1093.3","journal-title":"Reinforcement Learning: An Introduction"},{"issue":"20","key":"28_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.17485\/ijst\/2016\/v9i20\/88005","volume":"9","author":"R Sharma","year":"2016","unstructured":"Sharma, R., Singh, R.: Evolution of recommender systems from ancient times to modern era: a survey. Indian J. Sci. Technol. 9(20), 1\u201312 (2016). https:\/\/doi.org\/10.17485\/ijst\/2016\/v9i20\/88005","journal-title":"Indian J. Sci. Technol."},{"key":"28_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jii.2017.04.005","volume":"6","author":"Y Lu","year":"2017","unstructured":"Lu, Y.: Industry 4.0: a survey on technologies, applications and open research issues. J. Ind. Inf. Integr. 6, 1\u201310 (2017). https:\/\/doi.org\/10.1016\/j.jii.2017.04.005","journal-title":"J. Ind. Inf. Integr."}],"container-title":["Studies in Computational Intelligence","Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-53445-4_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,3]],"date-time":"2024-02-03T00:10:33Z","timestamp":1706919033000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-53445-4_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031534447","9783031534454"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-53445-4_28","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"3 February 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SOHOMA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Annecy","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 September 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 September 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sohoma2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/sohoma2023.sciencesconf.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}