{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:13:25Z","timestamp":1750306405425,"version":"3.41.0"},"reference-count":62,"publisher":"Association for Computing Machinery (ACM)","issue":"1","license":[{"start":{"date-parts":[[2016,2,17]],"date-time":"2016-02-17T00:00:00Z","timestamp":1455667200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Internet Technol."],"published-print":{"date-parts":[[2016,2,24]]},"abstract":"<jats:p>In this article, we propose a Statistical Cloud-Assisted Reputation Estimation (sCARE) approach for service-oriented environments in uncertain situations. sCARE uses the ratings from cooperating service consumers to uniformly describe the randomness and fuzziness of the different submitted ratings and their associated relationships in quantitative terms. We also define discriminant functions to model the honesty (or lack thereof) of the service raters. Experiment results show that our proposed model performs in a fairly accurate manner for a number of real-world scenarios. A comparison study with similar existing works is also provided to asses sCARE\u2019s performance.<\/jats:p>","DOI":"10.1145\/2792979","type":"journal-article","created":{"date-parts":[[2016,2,22]],"date-time":"2016-02-22T13:07:16Z","timestamp":1456146436000},"page":"1-20","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["sCARE"],"prefix":"10.1145","volume":"16","author":[{"given":"Zaki","family":"Malik","sequence":"first","affiliation":[{"name":"Wayne State University, Detroit, MI"}]},{"given":"Brahim","family":"Medjahed","sequence":"additional","affiliation":[{"name":"University of Michigan-Dearborn, MI"}]},{"given":"Abdelmounaam","family":"Rezgui","sequence":"additional","affiliation":[{"name":"New Mexico Tech, Socorro, NM"}]}],"member":"320","published-online":{"date-parts":[[2016,2,17]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Proceedings of the Canadian Conference on Electrical and Computer Engineering (IEEE CCECE 2002","volume":"3","author":"Azzedin F.","year":"2002"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367696"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10472-012-9289-7"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2576231"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1318565"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2008.08.001"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2006.73"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/513800.513828"},{"volume-title":"Proceedings of the 2nd Workshop on the Economics of Peer-to-Peer Systems.","year":"2004","author":"Buchegger S.","key":"e_1_2_1_9_1"},{"volume-title":"Proceedings of the 6th International Conference on Social Dilemmas.","year":"1998","author":"Buskens V.","key":"e_1_2_1_10_1"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/501158.501175"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2011.35"},{"volume-title":"ACM Workshop on Recommender Systems.","author":"Delgado J.","key":"e_1_2_1_13_1"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.49.10.1407.17308"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1162\/00335530360698423"},{"key":"e_1_2_1_16_1","volume-title":"Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems -","volume":"1","author":"Haghpanah Y.","year":"2012"},{"volume-title":"Proceedings of the Fourth International Conference on Computer and Information Technology (CIT\u201904)","year":"2004","author":"He R.","key":"e_1_2_1_17_1"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1530-9134.2006.00103.x"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2004\/04\/P04006"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488501000831"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2005.05.019"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/775152.775242"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988726"},{"key":"e_1_2_1_24_1","unstructured":"P. Laureti L. Moret Yi-Cheng Zhang and Y.-K. Yu. 2006. Information filtering via iterative refinement. CoRR abs\/physics\/0608166 (2006). http:\/\/arxiv.org\/abs\/physics\/0608166  P. Laureti L. Moret Yi-Cheng Zhang and Y.-K. Yu. 2006. Information filtering via iterative refinement. CoRR abs\/physics\/0608166 (2006). http:\/\/arxiv.org\/abs\/physics\/0608166"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0950-7051(98)00038-0"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1002\/int.v24:3"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.14257\/ijgdc.2014.7.1.08"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011557319152"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-008-0056-y"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-009-0138-1"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2009.17"},{"key":"e_1_2_1_32_1","unstructured":"Z. Malik and A. Bouguettaya. 2009d. Trust Management for Service-Oriented Environments (1 ed.). Springer. ISBN:978-1-4419-0309-9.   Z. Malik and A. Bouguettaya. 2009d. Trust Management for Service-Oriented Environments (1 ed.). Springer. ISBN:978-1-4419-0309-9."},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/988772.988787"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/637411.637417"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2005.103"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-003-0101-5"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/GCCW.2006.94"},{"key":"e_1_2_1_38_1","doi-asserted-by":"crossref","unstructured":"T. H. Noor Q. Z. Sheng and Athman Bouguettaya. 2014. Trust Management in Cloud Services. Springer.   T. H. Noor Q. Z. Sheng and Athman Bouguettaya. 2014. Trust Management in Cloud Services. Springer.","DOI":"10.1007\/978-3-319-12250-2"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2522968.2522980"},{"key":"e_1_2_1_40_1","unstructured":"L. Page S. Brin R. Motwani and T. Winograd. 1998. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford Digital Library Technologies Project.  L. Page S. Brin R. Motwani and T. Winograd. 1998. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford Digital Library Technologies Project."},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/944217.944233"},{"volume-title":"Proceedings of the International Conference on Machine Learning (ML\u201906)","author":"Regan K.","key":"e_1_2_1_42_1"},{"volume-title":"Internet Transactions: Empirical Analysis of eBay\u2019s Reputation System. Advances in Applied Microeconomics","year":"2002","author":"Resnick P.","key":"e_1_2_1_43_1"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/355112.355122"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2006.54"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00131770"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISECS.2009.23"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-008-9055-8"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/1082473.1082624"},{"volume-title":"Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence (UAI\u201904)","year":"2004","author":"Tennenholtz M.","key":"e_1_2_1_50_1"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/11575771_30"},{"key":"e_1_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/1080192.1080204"},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJWGS.2011.044696"},{"key":"e_1_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.5555\/946251.946986"},{"key":"e_1_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.5555\/942805.943810"},{"key":"e_1_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1007\/11537878_6"},{"key":"e_1_2_1_57_1","first-page":"2","article-title":"Filtering out unfair ratings in Bayesian reputation systems","volume":"4","author":"Whitby A.","year":"2005","journal-title":"Icfain Journal of Management Research"},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.4156\/jdcta.vol6.issue17.48"},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1318566"},{"key":"e_1_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148259"},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/1806799.1806809"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2007.1021"}],"container-title":["ACM Transactions on Internet Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2792979","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2792979","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:07:34Z","timestamp":1750223254000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2792979"}},"subtitle":["Reputation Estimation for Uncertain Web Services"],"short-title":[],"issued":{"date-parts":[[2016,2,17]]},"references-count":62,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,2,24]]}},"alternative-id":["10.1145\/2792979"],"URL":"https:\/\/doi.org\/10.1145\/2792979","relation":{},"ISSN":["1533-5399","1557-6051"],"issn-type":[{"type":"print","value":"1533-5399"},{"type":"electronic","value":"1557-6051"}],"subject":[],"published":{"date-parts":[[2016,2,17]]},"assertion":[{"value":"2011-11-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2015-06-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2016-02-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}