{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T18:54:55Z","timestamp":1757616895265,"version":"3.44.0"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T00:00:00Z","timestamp":1714953600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T00:00:00Z","timestamp":1714953600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["72201035, 71871217, 71731002"],"award-info":[{"award-number":["72201035, 71871217, 71731002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2022A1515010661"],"award-info":[{"award-number":["2022A1515010661"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.1007\/s10796-024-10489-8","type":"journal-article","created":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T02:02:28Z","timestamp":1714960948000},"page":"991-1011","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Robust Rating Aggregation Method based on Rater Group Trustworthiness for Collusive Disturbance"],"prefix":"10.1007","volume":"27","author":[{"given":"Huan","family":"Zhu","sequence":"first","affiliation":[]},{"given":"Yu","family":"Xiao","sequence":"additional","affiliation":[]},{"given":"Dongmei","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,5,6]]},"reference":[{"issue":"3","key":"10489_CR1","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1007\/s11633-020-1275-7","volume":"18","author":"A Alqwadri","year":"2021","unstructured":"Alqwadri, A., Azzeh, M., & Almasalha, F. (2021). Application of machine learning for online reputation systems. International Journal of Automation and Computing., 18(3), 492\u2013502.","journal-title":"International Journal of Automation and Computing."},{"key":"10489_CR2","volume-title":"Social choice and individual values","author":"KJ Arrow","year":"1952","unstructured":"Arrow, K. J. (1952). Social choice and individual values. Yale University Press."},{"issue":"5439","key":"10489_CR3","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"A-L Barab\u00e1si","year":"1999","unstructured":"Barab\u00e1si, A.-L., & Albert, R. (1999). Emergence of scaling in random networks. Science., 286(5439), 509\u2013512.","journal-title":"Science."},{"key":"10489_CR4","doi-asserted-by":"crossref","unstructured":"Noekhah, S., Salim, N., Zakaria, N.H.: Opinion spam detection: Using multi-iterative graph-based model. Information Processing & Management. 57(1), 102140 (2020)","DOI":"10.1016\/j.ipm.2019.102140"},{"key":"10489_CR5","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1016\/j.ins.2021.06.047","volume":"575","author":"X Chao","year":"2021","unstructured":"Chao, X., Kou, G., Peng, Y., Herrera-Viedma, E., & Herrera, F. (2021). An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement. Information Sciences., 575, 499\u2013527.","journal-title":"Information Sciences."},{"key":"10489_CR6","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Chen, X., Gao, L., Dong, Y., Pedryczc, W.: Consensus reaching with trust evolution in social network group decision making. Expert Systems with Applications. 188, 116022 (2022)","DOI":"10.1016\/j.eswa.2021.116022"},{"key":"10489_CR7","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.113020","volume":"162","author":"IB El Kouni","year":"2020","unstructured":"El Kouni, I. B., Karoui, W., & Romdhane, L. B. (2020). Node importance based label propagation algorithm for overlapping community detection in networks. Expert Systems with Applications., 162, 113020.","journal-title":"Expert Systems with Applications."},{"issue":"05","key":"10489_CR8","doi-asserted-by":"publisher","first-page":"2150059","DOI":"10.1142\/S0129183121500595","volume":"32","author":"Q-Y Fu","year":"2021","unstructured":"Fu, Q.-Y., Ren, J.-F., & Sun, H.-L. (2021). Iterative group-based and difference ranking method for online rating systems with spamming attacks. International Journal of Modern Physics C., 32(05), 2150059.","journal-title":"International Journal of Modern Physics C."},{"key":"10489_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117547","volume":"204","author":"T Gai","year":"2022","unstructured":"Gai, T., Cao, M., Chiclana, F., Wu, J., Liang, C., & Herrera-Viedma, E. (2022). A decentralized feedback mechanism with compromise behavior for large-scale group consensus reaching process with application in smart logistics supplier selection. Expert Systems with Applications., 204, 117547.","journal-title":"Expert Systems with Applications."},{"issue":"2","key":"10489_CR10","doi-asserted-by":"publisher","first-page":"28003","DOI":"10.1209\/0295-5075\/110\/28003","volume":"110","author":"J Gao","year":"2015","unstructured":"Gao, J., Dong, Y.-W., Shang, M.-S., Cai, S.-M., & Zhou, T. (2015). Group-based ranking method for online rating systems with spamming attacks. Europhysics Letters., 110(2), 28003.","journal-title":"Europhysics Letters."},{"key":"10489_CR11","doi-asserted-by":"crossref","unstructured":"Ramos, G., Boratto, L., & Marras, M. (2021). Reputation equity in ranking systems. In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 3378\u20133382","DOI":"10.1145\/3459637.3482171"},{"issue":"1","key":"10489_CR12","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1148\/radiology.143.1.7063747","volume":"143","author":"JA Hanley","year":"1982","unstructured":"Hanley, J. A., & McNeil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (roc) curve. Radiology., 143(1), 29\u201336.","journal-title":"Radiology."},{"key":"10489_CR13","doi-asserted-by":"crossref","unstructured":"Langville, A. N., & Meyer, C. D. (2012). Who\u2019s #1? the science of rating and ranking. whos.","DOI":"10.1515\/9781400841677"},{"key":"10489_CR14","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1016\/j.ins.2020.05.084","volume":"536","author":"S-J Ji","year":"2020","unstructured":"Ji, S.-J., Zhang, Q., Li, J., Chiu, D. K., Xu, S., Yi, L., & Gong, M. (2020). A burst-based unsupervised method for detecting review spammer groups. Information Sciences., 536, 454\u2013469.","journal-title":"Information Sciences."},{"issue":"1\/2","key":"10489_CR15","doi-asserted-by":"publisher","first-page":"81","DOI":"10.2307\/2332226","volume":"30","author":"MG Kendall","year":"1938","unstructured":"Kendall, M. G. (1938). A new measure of rank correlation. Biometrika., 30(1\/2), 81\u201393.","journal-title":"Biometrika."},{"key":"10489_CR16","doi-asserted-by":"crossref","unstructured":"Alqwadri, A., Azzeh, M., Almasalha, F.: Application of machine learning for online reputation systems. International Journal of Automation and Computing. 18(3), 492\u2013502 (2021)","DOI":"10.1007\/s11633-020-1275-7"},{"issue":"6","key":"10489_CR17","doi-asserted-by":"publisher","first-page":"1006","DOI":"10.1209\/epl\/i2006-10204-8","volume":"75","author":"P Laureti","year":"2006","unstructured":"Laureti, P., Moret, L., Zhang, Y.-C., & Yu, Y.-K. (2006). Information filtering via iterative refinement. Europhysics Letters., 75(6), 1006.","journal-title":"Europhysics Letters."},{"key":"10489_CR18","doi-asserted-by":"crossref","unstructured":"Wu, Y.-Y., Guo, Q., Liu, J.-G., Zhang, Y.-C.: Effect of the initial configuration for user\u2013object reputation systems. Physica A: Statistical Mechanics and its Applications. 502, 288\u2013294 (2018)","DOI":"10.1016\/j.physa.2018.02.147"},{"key":"10489_CR19","doi-asserted-by":"crossref","unstructured":"Zhou, X., Murakami, Y., Ishida, T., Liu, X., Huang, G.: Arm: Toward adaptive and robust model for reputation aggregation. IEEE Transactions on Automation Science and Engineering. 17(1), 88\u201399 (2019)","DOI":"10.1109\/TASE.2019.2902407"},{"issue":"2","key":"10489_CR20","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1016\/j.peva.2007.04.001","volume":"65","author":"Z Liang","year":"2008","unstructured":"Liang, Z., & Shi, W. (2008). Analysis of ratings on trust inference in open environments. Performance Evaluation., 65(2), 99\u2013128.","journal-title":"Performance Evaluation."},{"issue":"5","key":"10489_CR21","doi-asserted-by":"publisher","first-page":"97146","DOI":"10.1371\/journal.pone.0097146","volume":"9","author":"H Liao","year":"2014","unstructured":"Liao, H., Zeng, A., Xiao, R., Ren, Z.-M., Chen, D.-B., & Zhang, Y.-C. (2014). Ranking reputation and quality in online rating systems. PloS one., 9(5), 97146.","journal-title":"PloS one."},{"key":"10489_CR22","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1609\/icwsm.v9i1.14652","volume":"9","author":"H Li","year":"2015","unstructured":"Li, H., Chen, Z., Mukherjee, A., Liu, B., & Shao, J. (2015). Analyzing and detecting opinion spam on a large-scale dataset via temporal and spatial patterns. Proceedings of the International AAAI Conference on Web and Social Media, 9, 634\u2013637.","journal-title":"Proceedings of the International AAAI Conference on Web and Social Media"},{"key":"10489_CR23","doi-asserted-by":"publisher","first-page":"540","DOI":"10.1109\/ACCESS.2018.2885551","volume":"7","author":"X-L Liu","year":"2018","unstructured":"Liu, X.-L., & Jia, S.-W. (2018). An iterative reputation ranking method via the beta probability distribution. IEEE Access., 7, 540\u2013547.","journal-title":"IEEE Access."},{"issue":"05","key":"10489_CR24","doi-asserted-by":"publisher","first-page":"1950035","DOI":"10.1142\/S0129183119500359","volume":"30","author":"X-L Liu","year":"2019","unstructured":"Liu, X.-L., Jia, S.-W., & Gu, Y. (2019). Empirical analysis of the user reputation and clustering property for user-object bipartite networks. International Journal of Modern Physics C., 30(05), 1950035.","journal-title":"International Journal of Modern Physics C."},{"key":"10489_CR25","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1016\/j.physa.2016.10.031","volume":"467","author":"X-L Liu","year":"2017","unstructured":"Liu, X.-L., Liu, J.-G., Yang, K., Guo, Q., & Han, J.-T. (2017). Identifying online user reputation of user-object bipartite networks. Physica A: Statistical Mechanics and its Applications., 467, 508\u2013516.","journal-title":"Physica A: Statistical Mechanics and its Applications."},{"key":"10489_CR26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physrep.2016.06.007","volume":"650","author":"L L\u00fc","year":"2016","unstructured":"L\u00fc, L., Chen, D., Ren, X. L., Zhang, Q. M., Zhang, Y. C., & Zhou, T. (2016). Vital nodes identification in complex networks. Physics Reports., 650, 1\u201363.","journal-title":"Physics Reports."},{"issue":"9","key":"10489_CR27","doi-asserted-by":"publisher","first-page":"1736","DOI":"10.1109\/TKDE.2018.2866424","volume":"31","author":"M Lu","year":"2018","unstructured":"Lu, M., Zhang, Z., Qu, Z., & Kang, Y. (2018). Lpanni: Overlapping community detection using label propagation in large-scale complex networks. IEEE Transactions on Knowledge and Data Engineering., 31(9), 1736\u20131749.","journal-title":"IEEE Transactions on Knowledge and Data Engineering."},{"key":"10489_CR28","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1609\/icwsm.v4i1.14019","volume":"4","author":"M McGlohon","year":"2010","unstructured":"McGlohon, M., Glance, N., & Reiter, Z. (2010). Star quality: Aggregating reviews to rank products and merchants. Proceedings of the International AAAI Conference on Web and Social Media, 4, 114\u2013121.","journal-title":"Proceedings of the International AAAI Conference on Web and Social Media"},{"key":"10489_CR29","doi-asserted-by":"crossref","unstructured":"Zhou, Y.-B., Lei, T., Zhou, T.: A robust ranking algorithm to spamming. Europhysics Letters. 94(4), 48002 (2011)","DOI":"10.1209\/0295-5075\/94\/48002"},{"issue":"1","key":"10489_CR30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.102140","volume":"57","author":"S Noekhah","year":"2020","unstructured":"Noekhah, S., Salim, N., & Zakaria, N. H. (2020). Opinion spam detection: Using multi-iterative graph-based model. Information Processing & Management., 57(1), 102140.","journal-title":"Information Processing & Management."},{"key":"10489_CR31","doi-asserted-by":"crossref","unstructured":"Zhu, H., Xiao, Y., Wang, Z.-G., & Wu, J. (2022). A robust reputation iterative algorithm based on z-statistics in a rating system with thorny objects. Journal of the Operational Research Society, 1\u201313.","DOI":"10.1080\/01605682.2022.2101952"},{"issue":"1","key":"10489_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3384472","volume":"11","author":"M Rezvani","year":"2020","unstructured":"Rezvani, M., & Rezvani, M. (2020). A randomized reputation system in the presence of unfair ratings. ACM Transactions on Management Information Systems (TMIS)., 11(1), 1\u201316.","journal-title":"ACM Transactions on Management Information Systems (TMIS)."},{"issue":"4","key":"10489_CR33","doi-asserted-by":"publisher","first-page":"48006","DOI":"10.1209\/0295-5075\/90\/48006","volume":"90","author":"M-S Shang","year":"2010","unstructured":"Shang, M.-S., L\u00fc, L., Zhang, Y.-C., & Zhou, T. (2010). Empirical analysis of web-based user-object bipartite networks. Europhysics Letters., 90(4), 48006.","journal-title":"Europhysics Letters."},{"key":"10489_CR34","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106895","volume":"219","author":"H-L Sun","year":"2021","unstructured":"Sun, H.-L., Liang, K.-P., Liao, H., & Chen, D.-B. (2021). Evaluating user reputation of online rating systems by rating statistical patterns. Knowledge-Based Systems., 219, 106895.","journal-title":"Knowledge-Based Systems."},{"issue":"5","key":"10489_CR35","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1109\/TFUZZ.2021.3057705","volume":"30","author":"Q Sun","year":"2021","unstructured":"Sun, Q., Wu, J., Chiclana, F., Fujita, H., & Herrera-Viedma, E. (2021). A dynamic feedback mechanism with attitudinal consensus threshold for minimum adjustment cost in group decision making. IEEE Transactions on Fuzzy Systems., 30(5), 1287\u20131301.","journal-title":"IEEE Transactions on Fuzzy Systems."},{"issue":"7","key":"10489_CR36","doi-asserted-by":"publisher","first-page":"784","DOI":"10.1002\/asi.24297","volume":"71","author":"W Tay","year":"2020","unstructured":"Tay, W., Zhang, X., & Karimi, S. (2020). Beyond mean rating: Probabilistic aggregation of star ratings based on helpfulness. Journal of the Association for Information Science and Technology., 71(7), 784\u2013799.","journal-title":"Journal of the Association for Information Science and Technology."},{"issue":"3","key":"10489_CR37","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1007\/s10115-017-1068-7","volume":"55","author":"Z Wang","year":"2018","unstructured":"Wang, Z., Gu, S., Zhao, X., & Xu, X. (2018). Graph-based review spammer group detection. Knowledge and Information Systems., 55(3), 571\u2013597.","journal-title":"Knowledge and Information Systems."},{"issue":"6","key":"10489_CR38","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1093\/comjnl\/bxv068","volume":"59","author":"Z Wang","year":"2016","unstructured":"Wang, Z., Hou, T., Song, D., Li, Z., & Kong, T. (2016). Detecting review spammer groups via bipartite graph projection. The Computer Journal., 59(6), 861\u2013874.","journal-title":"The Computer Journal."},{"key":"10489_CR39","doi-asserted-by":"publisher","first-page":"1621","DOI":"10.1007\/s10618-020-00693-w","volume":"34","author":"Z Wang","year":"2020","unstructured":"Wang, Z., Hu, R., Chen, Q., Gao, P., & Xu, X. (2020). Collueagle: collusive review spammer detection using markov random fields. Data Mining and Knowledge Discovery., 34, 1621\u20131641.","journal-title":"Data Mining and Knowledge Discovery."},{"key":"10489_CR40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108512","volume":"125","author":"Z Wang","year":"2022","unstructured":"Wang, Z., Wei, W., Mao, X.-L., Guo, G., Zhou, P., & Jiang, S. (2022). User-based network embedding for opinion spammer detection. Pattern Recognition., 125, 108512.","journal-title":"Pattern Recognition."},{"key":"10489_CR41","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1016\/j.physa.2018.02.147","volume":"502","author":"Y-Y Wu","year":"2018","unstructured":"Wu, Y.-Y., Guo, Q., Liu, J.-G., & Zhang, Y.-C. (2018). Effect of the initial configuration for user-object reputation systems. Physica A: Statistical Mechanics and its Applications., 502, 288\u2013294.","journal-title":"Physica A: Statistical Mechanics and its Applications."},{"issue":"3","key":"10489_CR42","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1109\/TASE.2013.2238231","volume":"10","author":"Y Wu","year":"2013","unstructured":"Wu, Y., Yan, C., Ding, Z., Liu, G., Wang, P., Jiang, C., & Zhou, M. (2013). A novel method for calculating service reputation. IEEE Transactions on Automation Science and Engineering., 10(3), 634\u2013642.","journal-title":"IEEE Transactions on Automation Science and Engineering."},{"key":"10489_CR43","doi-asserted-by":"crossref","unstructured":"Wang, Z., Wei, W., Mao, X.-L., Guo, G., Zhou, P., Jiang, S.: User-based network embedding for opinion spammer detection. Pattern Recognition. 125, 108512 (2022)","DOI":"10.1016\/j.patcog.2021.108512"},{"key":"10489_CR44","doi-asserted-by":"crossref","unstructured":"Zhang, F., Yuan, S., Zhang, P., Chao, J., Yu, H.: Detecting review spammer groups based on generative adversarial networks. Information Sciences. 606, 819\u2013836 (2022)","DOI":"10.1016\/j.ins.2022.05.086"},{"key":"10489_CR45","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Zhou, M., Wan, J., Lu, K., Chen, G., Liao, H.: Spammer detection via ranking aggregation of group behavior. Expert Systems with Applications. 216, 119454 (2023)","DOI":"10.1016\/j.eswa.2022.119454"},{"key":"10489_CR46","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116022","volume":"188","author":"Y Zhang","year":"2022","unstructured":"Zhang, Y., Chen, X., Gao, L., Dong, Y., & Pedryczc, W. (2022). Consensus reaching with trust evolution in social network group decision making. Expert Systems with Applications., 188, 116022.","journal-title":"Expert Systems with Applications."},{"key":"10489_CR47","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105520","volume":"193","author":"F Zhang","year":"2020","unstructured":"Zhang, F., Hao, X., Chao, J., & Yuan, S. (2020). Label propagation-based approach for detecting review spammer groups on e-commerce websites. Knowledge-Based Systems., 193, 105520.","journal-title":"Knowledge-Based Systems."},{"issue":"20","key":"10489_CR48","doi-asserted-by":"publisher","first-page":"4686","DOI":"10.1002\/cpe.4686","volume":"30","author":"L Zhang","year":"2018","unstructured":"Zhang, L., He, G., Cao, J., Zhu, H., & Xu, B. (2018). Spotting review spammer groups: a cosine pattern and network based method. Concurrency and Computation: Practice and Experience., 30(20), 4686.","journal-title":"Concurrency and Computation: Practice and Experience."},{"issue":"2","key":"10489_CR49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2022.103170","volume":"60","author":"Z Zhang","year":"2023","unstructured":"Zhang, Z., Wan, J., Zhou, M., Lai, Z., Tessone, C. J., Chen, G., & Liao, H. (2023). Temporal burstiness and collaborative camouflage aware fraud detection. Information Processing & Management., 60(2), 103170.","journal-title":"Information Processing & Management."},{"key":"10489_CR50","doi-asserted-by":"publisher","first-page":"819","DOI":"10.1016\/j.ins.2022.05.086","volume":"606","author":"F Zhang","year":"2022","unstructured":"Zhang, F., Yuan, S., Zhang, P., Chao, J., & Yu, H. (2022). Detecting review spammer groups based on generative adversarial networks. Information Sciences., 606, 819\u2013836.","journal-title":"Information Sciences."},{"key":"10489_CR51","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119454","volume":"216","author":"Z Zhang","year":"2023","unstructured":"Zhang, Z., Zhou, M., Wan, J., Lu, K., Chen, G., & Liao, H. (2023). Spammer detection via ranking aggregation of group behavior. Expert Systems with Applications., 216, 119454.","journal-title":"Expert Systems with Applications."},{"key":"10489_CR52","doi-asserted-by":"crossref","unstructured":"Zhao, Y., & Shen, B. (2016). Empirical study of user preferences based on rating data of movies. PloS one., 11(1), 0146541.","DOI":"10.1371\/journal.pone.0146541"},{"key":"10489_CR53","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Wan, J., Zhou, M., Lai, Z., Tessone, C.J., Chen, G., Liao, H.: Temporal burstiness and collaborative camouflage aware fraud detection. Information Processing & Management. 60(2), 103170 (2023)","DOI":"10.1016\/j.ipm.2022.103170"},{"issue":"4","key":"10489_CR54","doi-asserted-by":"publisher","first-page":"48002","DOI":"10.1209\/0295-5075\/94\/48002","volume":"94","author":"Y-B Zhou","year":"2011","unstructured":"Zhou, Y.-B., Lei, T., & Zhou, T. (2011). A robust ranking algorithm to spamming. Europhysics Letters., 94(4), 48002.","journal-title":"Europhysics Letters."},{"issue":"1","key":"10489_CR55","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1109\/TASE.2019.2902407","volume":"17","author":"X Zhou","year":"2019","unstructured":"Zhou, X., Murakami, Y., Ishida, T., Liu, X., & Huang, G. (2019). Arm: Toward adaptive and robust model for reputation aggregation. IEEE Transactions on Automation Science and Engineering., 17(1), 88\u201399.","journal-title":"IEEE Transactions on Automation Science and Engineering."},{"key":"10489_CR56","doi-asserted-by":"crossref","unstructured":"Hanley, J.A., McNeil, B.J.: The meaning and use of the area under a receiver operating characteristic (roc) curve. Radiology. 143(1), 29\u201336 (1982)","DOI":"10.1148\/radiology.143.1.7063747"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-024-10489-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10796-024-10489-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-024-10489-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T21:27:41Z","timestamp":1757107661000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10796-024-10489-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,6]]},"references-count":56,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["10489"],"URL":"https:\/\/doi.org\/10.1007\/s10796-024-10489-8","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"type":"print","value":"1387-3326"},{"type":"electronic","value":"1572-9419"}],"subject":[],"published":{"date-parts":[[2024,5,6]]},"assertion":[{"value":"21 April 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 May 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 have no competing interests to declare that are relevant to the content of this article. All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of Interest"}}]}}