{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,23]],"date-time":"2025-11-23T23:13:13Z","timestamp":1763939593551,"version":"3.40.4"},"reference-count":81,"publisher":"Elsevier BV","content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Knowledge-Based Systems"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1016\/j.knosys.2014.01.006","type":"journal-article","created":{"date-parts":[[2014,1,11]],"date-time":"2014-01-11T03:31:09Z","timestamp":1389411069000},"page":"82-101","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":81,"special_numbering":"C","title":["Multi-criteria collaborative filtering with high accuracy using higher order singular value decomposition and Neuro-Fuzzy system"],"prefix":"10.1016","volume":"60","author":[{"given":"Mehrbakhsh","family":"Nilashi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Othman bin","family":"Ibrahim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norafida","family":"Ithnin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.knosys.2014.01.006_b0005","doi-asserted-by":"crossref","unstructured":"S.S. Anand, B. Mobasher, Intelligent techniques for web personalization, in: Proceedings of the 2003 International Conference on Intelligent Techniques for Web Personalization, Springer-Verlag, 2003, pp. 1\u201336.","DOI":"10.1007\/11577935_1"},{"key":"10.1016\/j.knosys.2014.01.006_b0010","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.knosys.2008.07.004","article-title":"Recommendation based on rational inferences in collaborative filtering","volume":"22","author":"Yang","year":"2009","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0015","doi-asserted-by":"crossref","first-page":"1310","DOI":"10.1016\/j.knosys.2011.06.005","article-title":"Improving collaborative filtering recommender system results and performance using genetic algorithms","volume":"24","author":"Bobadilla","year":"2011","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0020","doi-asserted-by":"crossref","first-page":"4168","DOI":"10.19026\/rjaset.5.4644","article-title":"Collaborative filtering recommender systems","volume":"5","author":"Mehrbakhsh","year":"2013","journal-title":"Res. J. Appl. Sci., Eng. Technol."},{"key":"10.1016\/j.knosys.2014.01.006_b0025","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1109\/TKDE.2005.99","article-title":"Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions","volume":"17","author":"Adomavicius","year":"2005","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10.1016\/j.knosys.2014.01.006_b0030","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1145\/963770.963776","article-title":"Item-based top-n recommendation algorithms","volume":"22","author":"Deshpande","year":"2004","journal-title":"ACM Trans. Inform. Syst. (TOIS)"},{"key":"10.1016\/j.knosys.2014.01.006_b0035","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1007\/s00500-009-0476-3","article-title":"A flexible multi criteria information filtering model","volume":"14","author":"Bordogna","year":"2010","journal-title":"Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0040","doi-asserted-by":"crossref","unstructured":"B. Sarwar, G. Karypis, J. Konstan, J. Riedl, Application of dimensionality reduction in recommender system-a case study, in: Proceedings of the ACM WebKDD Workshop, 2000.","DOI":"10.21236\/ADA439541"},{"key":"10.1016\/j.knosys.2014.01.006_b0045","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1145\/245108.245126","article-title":"GroupLens: applying collaborative filtering to Usenet news","volume":"40","author":"Konstan","year":"1997","journal-title":"Commun. ACM"},{"key":"10.1016\/j.knosys.2014.01.006_b0050","doi-asserted-by":"crossref","unstructured":"B. Sarwar, G. Karypis, J. Konstan, J. Riedl, Item-based collaborative filtering recommendation algorithms, in: Proceedings of the 10th International Conference on World Wide Web, ACM, 2001, pp. 285\u2013295.","DOI":"10.1145\/371920.372071"},{"key":"10.1016\/j.knosys.2014.01.006_b0055","doi-asserted-by":"crossref","first-page":"3055","DOI":"10.1016\/j.eswa.2009.09.025","article-title":"Selecting a small number of products for effective user profiling in collaborative filtering","volume":"37","author":"Ahn","year":"2010","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0060","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.elerap.2009.08.004","article-title":"Collaborative filtering based on collaborative tagging for enhancing the quality of recommendation","volume":"9","author":"Kim","year":"2010","journal-title":"Electron. Comm. Res. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0065","doi-asserted-by":"crossref","first-page":"1932","DOI":"10.1016\/j.eswa.2007.12.034","article-title":"Individual and group behavior-based customer profile model for personalized product recommendation","volume":"36","author":"Park","year":"2009","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0070","doi-asserted-by":"crossref","first-page":"6181","DOI":"10.1016\/j.eswa.2008.07.085","article-title":"An iterative semi-explicit rating method for building collaborative recommender systems","volume":"36","author":"Jeong","year":"2009","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0075","doi-asserted-by":"crossref","first-page":"1417","DOI":"10.1016\/j.asoc.2011.11.016","article-title":"Cluster ensembles in collaborative filtering recommendation","volume":"12","author":"Tsai","year":"2012","journal-title":"Appl. Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0080","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.ipm.2008.12.004","article-title":"Collaborative filtering using orthogonal nonnegative matrix tri-factorization","volume":"45","author":"Chen","year":"2009","journal-title":"Inform. Process. Manage."},{"key":"10.1016\/j.knosys.2014.01.006_b0085","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1145\/963770.963772","article-title":"Evaluating collaborative filtering recommender systems","volume":"22","author":"Herlocker","year":"2004","journal-title":"ACM Trans. Inform. Syst. (TOIS)"},{"key":"10.1016\/j.knosys.2014.01.006_b0090","unstructured":"J.S. Breese, D. Heckerman, C. Kadie, Empirical analysis of predictive algorithms for collaborative filtering, in: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, Morgan Kaufmann Publishers Inc., 1998, pp. 43\u201352."},{"key":"10.1016\/j.knosys.2014.01.006_b0095","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1023\/A:1011419012209","article-title":"Eigentaste: a constant time collaborative filtering algorithm","volume":"4","author":"Goldberg","year":"2001","journal-title":"Inform. Retriev."},{"key":"10.1016\/j.knosys.2014.01.006_b0100","doi-asserted-by":"crossref","first-page":"785","DOI":"10.1007\/s00500-009-0474-5","article-title":"Using second-hand information in collaborative recommender systems","volume":"14","author":"de Campos","year":"2010","journal-title":"Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0105","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2009.263","article-title":"Matrix factorization techniques for recommender systems","volume":"42","author":"Koren","year":"2009","journal-title":"Computer"},{"key":"10.1016\/j.knosys.2014.01.006_b0110","unstructured":"P. Symeonidis, M.M. Ruxanda, A. Nanopoulos, Y. Manolopoulos, Ternary semantic analysis of social tags for personalized music recommendation, in: ISMIR, Citeseer, 2008, pp. 219\u2013224."},{"key":"10.1016\/j.knosys.2014.01.006_b0115","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MIS.2007.58","article-title":"New recommendation techniques for multicriteria rating systems","volume":"22","author":"Adomavicius","year":"2007","journal-title":"Intell. Syst., IEEE"},{"key":"10.1016\/j.knosys.2014.01.006_b0120","doi-asserted-by":"crossref","unstructured":"D. Jannach, Z. Karakaya, F. Gedikli, Accuracy improvements for multi-criteria recommender systems, in: Proceedings of the 13th ACM Conference on Electronic Commerce, ACM, 2012, pp. 674\u2013689.","DOI":"10.1145\/2229012.2229065"},{"key":"10.1016\/j.knosys.2014.01.006_b0125","series-title":"Recommender Systems Handbook","first-page":"769","article-title":"Multi-criteria recommender systems","author":"Adomavicius","year":"2011"},{"key":"10.1016\/j.knosys.2014.01.006_b0130","doi-asserted-by":"crossref","DOI":"10.1016\/j.jhydrol.2013.03.024","article-title":"A geomorphology\u2013based ANFIS model for multi-station modeling of rainfall\u2013runoff process","author":"Nourani","year":"2013","journal-title":"J. Hydrol."},{"key":"10.1016\/j.knosys.2014.01.006_b0135","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/S0950-7051(01)00128-9","article-title":"Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing","volume":"15","author":"Marx-Gomez","year":"2002","journal-title":"Knowl.-Based Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0140","doi-asserted-by":"crossref","unstructured":"S. Sen, J. Vig, J. Riedl, Tagommenders: connecting users to items through tags, in: Proceedings of the 18th International Conference on World Wide Web, ACM, 2009, pp. 671\u2013680.","DOI":"10.1145\/1526709.1526800"},{"key":"10.1016\/j.knosys.2014.01.006_b0145","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1111\/j.1467-8640.2012.00427.x","article-title":"A web-based personalized business partner recommendation system using fuzzy semantic techniques","volume":"29","author":"Lu","year":"2013","journal-title":"Comput. Intell."},{"key":"10.1016\/j.knosys.2014.01.006_b0150","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.ins.2013.01.025","article-title":"A hybrid fuzzy-based personalized recommender system for telecom products\/services","volume":"235","author":"Zhang","year":"2013","journal-title":"Inform. Sci."},{"key":"10.1016\/j.knosys.2014.01.006_b0155","doi-asserted-by":"crossref","first-page":"768","DOI":"10.1016\/j.dss.2012.09.005","article-title":"A trust-semantic fusion-based recommendation approach for e-business applications","volume":"54","author":"Shambour","year":"2012","journal-title":"Dec. Supp. Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0160","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1002\/int.20495","article-title":"A hybrid trust-enhanced collaborative filtering recommendation approach for personalized government-to-business e-services","volume":"26","author":"Shambour","year":"2011","journal-title":"Int. J. Intell. Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0165","doi-asserted-by":"crossref","unstructured":"J.-T. Sun, H.-J. Zeng, H. Liu, Y. Lu, Z. Chen, CubeSVD: a novel approach to personalized Web search, in: Proceedings of the 14th International Conference on World Wide Web, ACM, 2005, pp. 382\u2013390.","DOI":"10.1145\/1060745.1060803"},{"key":"10.1016\/j.knosys.2014.01.006_b0170","doi-asserted-by":"crossref","unstructured":"P. Symeonidis, A. Nanopoulos, Y. Manolopoulos, Tag recommendations based on tensor dimensionality reduction, in: Proceedings of the 2008 ACM Conference on Recommender Systems, ACM, 2008, pp. 43\u201350.","DOI":"10.1145\/1454008.1454017"},{"key":"10.1016\/j.knosys.2014.01.006_b0175","doi-asserted-by":"crossref","unstructured":"Y. Xu, L. Zhang, W. Liu, Cubic analysis of social bookmarking for personalized recommendation, in: Frontiers of WWW Research and Development-APWeb 2006, Springer, 2006, pp. 733\u2013738.","DOI":"10.1007\/11610113_66"},{"key":"10.1016\/j.knosys.2014.01.006_b0180","unstructured":"M. Leginus, V. Zemaitis, Speeding Up Tensor Based Recommenders with Clustered Tag Space and Improving Quality of Recommendations with Non-Negative Tensor Factorization, Master\u2019s thesis, Aalborg University, 2011."},{"key":"10.1016\/j.knosys.2014.01.006_b0185","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1109\/TKDE.2009.85","article-title":"A unified framework for providing recommendations in social tagging systems based on ternary semantic analysis","volume":"22","author":"Symeonidis","year":"2010","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10.1016\/j.knosys.2014.01.006_b0190","doi-asserted-by":"crossref","unstructured":"Q. Li, C. Wang, G. Geng, Improving personalized services in mobile commerce by a novel multicriteria rating approach, in: WWW, 2008, pp. 1235\u20131236.","DOI":"10.1145\/1367497.1367743"},{"key":"10.1016\/j.knosys.2014.01.006_b0195","series-title":"Theoretical Advances and Applications of Fuzzy Logic and Soft Computing","first-page":"89","article-title":"Using fuzzy logic to handle the users\u2019 semantic descriptions in a music retrieval system","author":"Lesaffre","year":"2007"},{"key":"10.1016\/j.knosys.2014.01.006_b0200","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1016\/j.eswa.2006.04.012","article-title":"An intelligent fuzzy-based recommendation system for consumer electronic products","volume":"33","author":"Cao","year":"2007","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0205","first-page":"27","article-title":"A neuro-fuzzy collaborative filtering approach for web recommendation","volume":"1","author":"Castellano","year":"2007","journal-title":"Int. J. Comput. Sci."},{"key":"10.1016\/j.knosys.2014.01.006_b0210","doi-asserted-by":"crossref","first-page":"1554","DOI":"10.1016\/j.fss.2008.01.016","article-title":"A collaborative recommender system based on probabilistic inference from fuzzy observations","volume":"159","author":"de Campos","year":"2008","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0215","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/S0165-0114(02)00223-3","article-title":"Fuzzy logic methods in recommender systems","volume":"136","author":"Yager","year":"2003","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0220","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1504\/IJWET.2004.006267","article-title":"Agent-based collaborative filtering based on fuzzy recommendations","volume":"1","author":"Carbo","year":"2004","journal-title":"Int. J. Web Eng. Technol."},{"key":"10.1016\/j.knosys.2014.01.006_b0225","doi-asserted-by":"crossref","unstructured":"M.A. Pinto, R. Tanscheit, M. Vellasco, Hybrid recommendation system based on collaborative filtering and fuzzy numbers, in: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012, IEEE, 2012, pp. 1\u20136.","DOI":"10.1109\/FUZZ-IEEE.2012.6251308"},{"key":"10.1016\/j.knosys.2014.01.006_b0230","article-title":"The pedagogical value of papers: a collaborative-filtering based paper recommender","volume":"10","author":"Tang","year":"2009","journal-title":"J. Digital Inform."},{"key":"10.1016\/j.knosys.2014.01.006_b0235","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1142\/S021800140700548X","article-title":"Experimental analysis of design choices in multiattribute utility collaborative filtering","volume":"21","author":"Manouselis","year":"2007","journal-title":"Int. J. Pattern Recog. Artif. Intell."},{"key":"10.1016\/j.knosys.2014.01.006_b0240","unstructured":"N. Sahoo, R. Krishnan, G. Duncan, J.P. Callan, Collaborative filtering with multi-component rating for recommender systems, in: Proceedings of the Sixteenth Workshop on Information Technologies and Systems, 2006."},{"key":"10.1016\/j.knosys.2014.01.006_b0245","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1287\/isre.1100.0336","article-title":"Research note\u2014the halo effect in multicomponent ratings and its implications for recommender systems: the case of Yahoo!","volume":"23","author":"Sahoo","year":"2012","journal-title":"Movies, Inform. Syst. Res."},{"key":"10.1016\/j.knosys.2014.01.006_b0250","unstructured":"L. Si, R. Jin, Flexible mixture model for collaborative filtering, in: ICML, 2003, pp. 704\u2013711."},{"key":"10.1016\/j.knosys.2014.01.006_b0255","doi-asserted-by":"crossref","unstructured":"L. Liu, N. Mehandjiev, D.-L. Xu, Multi-criteria service recommendation based on user criteria preferences, in: Proceedings of the Fifth ACM Conference on Recommender Systems, ACM, 2011, pp. 77\u201384.","DOI":"10.1145\/2043932.2043950"},{"key":"10.1016\/j.knosys.2014.01.006_b0260","doi-asserted-by":"crossref","first-page":"97","DOI":"10.3233\/AIC-2009-0446","article-title":"Applying probabilistic latent semantic analysis to multi-criteria recommender system","volume":"22","author":"Zhang","year":"2009","journal-title":"AI Commun."},{"key":"10.1016\/j.knosys.2014.01.006_b0265","doi-asserted-by":"crossref","unstructured":"Q. Shambour, J. Lu, A hybrid multi-criteria semantic-enhanced collaborative filtering approach for personalized recommendations, in: IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011, IEEE, 2011, pp. 71\u201378.","DOI":"10.1109\/WI-IAT.2011.109"},{"key":"10.1016\/j.knosys.2014.01.006_b0270","article-title":"Participation inequality: encouraging more users to contribute","volume":"9","author":"Nielsen","year":"2006","journal-title":"Jakob Nielsen\u2019s Alertbox"},{"year":"2004","series-title":"Kernel Methods for Pattern Analysis","author":"Shawe-Taylor","key":"10.1016\/j.knosys.2014.01.006_b0275"},{"key":"10.1016\/j.knosys.2014.01.006_b0280","doi-asserted-by":"crossref","unstructured":"T.-J. Chin, K. Schindler, D. Suter, Incremental kernel SVD for face recognition with image sets, in: 7th International Conference on Automatic Face and Gesture Recognition, 2006, FGR 2006, IEEE, 2006, pp. 461\u2013466.","DOI":"10.1109\/FGR.2006.67"},{"key":"10.1016\/j.knosys.2014.01.006_b0285","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1007\/s00500-010-0631-x","article-title":"Learning a tensor subspace for semi-supervised dimensionality reduction","volume":"15","author":"Zhang","year":"2011","journal-title":"Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0290","doi-asserted-by":"crossref","first-page":"1324","DOI":"10.1137\/S0895479898346995","article-title":"On the best rank-1 and rank-(R1, R2, \u2026 , Rn) approximation of higher-order tensors","volume":"21","author":"De Lathauwer","year":"2000","journal-title":"SIAM J. Matrix Anal. Appl."},{"key":"10.1016\/j.knosys.2014.01.006_b0295","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1137\/07070111X","article-title":"Tensor decompositions and applications","volume":"51","author":"Kolda","year":"2009","journal-title":"SIAM Rev."},{"key":"10.1016\/j.knosys.2014.01.006_b0300","first-page":"18","article-title":"Application of k-nearest neighbour predictor for classifying online customer trust","volume":"36","author":"Nilashi","year":"2011","journal-title":"J. Theoret. Appl. Inform. Technol."},{"key":"10.1016\/j.knosys.2014.01.006_b0305","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","article-title":"Fuzzy sets","volume":"8","author":"Zadeh","year":"1965","journal-title":"Inform. Control"},{"key":"10.1016\/j.knosys.2014.01.006_b0310","unstructured":"M. Nilashi, N. Janahmadi, Assessing and prioritizing affecting factors in E-learning websites using AHP method and fuzzy approach, in: Information and Knowledge Management, 2012, pp. 46\u201361."},{"key":"10.1016\/j.knosys.2014.01.006_b0315","first-page":"1","article-title":"A model for detecting customer level intentions to purchase in B2C websites using TOPSIS and fuzzy logic rule-based system","author":"Nilashi","year":"2013","journal-title":"Arab. J. Sci. Eng."},{"key":"10.1016\/j.knosys.2014.01.006_b0320","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1007\/s00500-009-0410-8","article-title":"Speeding up the scaled conjugate gradient algorithm and its application in neuro-fuzzy classifier training","volume":"14","author":"Ceti\u015fli","year":"2010","journal-title":"Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0325","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/S0950-7051(03)00049-2","article-title":"Neuro-fuzzy modelling in support of knowledge management in social regulation of access to cigarettes by minors","volume":"17","author":"Petrovic-Lazarevic","year":"2004","journal-title":"Knowl.-Based Syst."},{"year":"1985","series-title":"Industrial Applications of Fuzzy Control","author":"Sugeno","key":"10.1016\/j.knosys.2014.01.006_b0330"},{"key":"10.1016\/j.knosys.2014.01.006_b0335","doi-asserted-by":"crossref","first-page":"1063","DOI":"10.4236\/eng.2011.311132","article-title":"An application expert system for evaluating effective factors on trust in B2C websites","volume":"3","author":"Nilashi","year":"2011","journal-title":"Engineering"},{"key":"10.1016\/j.knosys.2014.01.006_b0340","doi-asserted-by":"crossref","first-page":"25","DOI":"10.4156\/jcit.vol6.issue9.4","article-title":"A comparative study of adaptive neuro fuzzy inferences system (ANFIS) and fuzzy inference system (FIS) approach for trust in B2C electronic commerce websites","volume":"6","author":"Nilashi","year":"2011","journal-title":"JCIT"},{"key":"10.1016\/j.knosys.2014.01.006_b0345","first-page":"1","article-title":"Propose a model for customer purchase decision in B2C websites using adaptive neuro-fuzzy inference system","volume":"1","author":"Nilashi","year":"2011","journal-title":"Int. J. Bus. Res. Manage. (IJBRM)"},{"key":"10.1016\/j.knosys.2014.01.006_b0350","doi-asserted-by":"crossref","unstructured":"Q. Liang, J.M. Mendel, An introduction to type-2 TSK fuzzy logic systems, in: IEEE International Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE\u201999, 1999, IEEE, 1999, pp. 1534\u20131539.","DOI":"10.1109\/FUZZY.1999.790132"},{"key":"10.1016\/j.knosys.2014.01.006_b0355","doi-asserted-by":"crossref","first-page":"267","DOI":"10.3233\/IFS-1994-2306","article-title":"Fuzzy model identification based on cluster estimation","volume":"2","author":"Chiu","year":"1994","journal-title":"J. Intell. Fuzzy Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0360","doi-asserted-by":"crossref","first-page":"1733","DOI":"10.1016\/j.fss.2006.02.015","article-title":"Enhancement of fuzzy clustering by mechanisms of partial supervision","volume":"157","author":"Bouchachia","year":"2006","journal-title":"Fuzzy Sets Syst."},{"key":"10.1016\/j.knosys.2014.01.006_b0365","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1007\/s00500-009-0430-4","article-title":"Monitoring defects of ceramic tiles using fuzzy subtractive clustering-based system identification method","volume":"14","author":"Hayajneh","year":"2010","journal-title":"Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0370","doi-asserted-by":"crossref","first-page":"2478","DOI":"10.1016\/j.asoc.2012.11.046","article-title":"A comparison of clustering-based privacy-preserving collaborative filtering schemes","volume":"13","author":"Bilge","year":"2013","journal-title":"Appl. Soft Comput."},{"key":"10.1016\/j.knosys.2014.01.006_b0375","doi-asserted-by":"crossref","first-page":"912","DOI":"10.1016\/j.ipm.2013.02.004","article-title":"A scalable privacy-preserving recommendation scheme via bisecting k-means clustering","volume":"49","author":"Bilge","year":"2013","journal-title":"Inform. Process. Manage."},{"key":"10.1016\/j.knosys.2014.01.006_b0380","unstructured":"L. Kaufman, P.J. Rousseeuw, Finding Groups In Data: An Introduction To Cluster Analysis, Wiley.com, 2009."},{"key":"10.1016\/j.knosys.2014.01.006_b0385","series-title":"Data Security and Security Data","first-page":"37","article-title":"Efficient model selection for large-scale nearest-neighbor data mining","author":"Hamerly","year":"2012"},{"key":"10.1016\/j.knosys.2014.01.006_b0390","doi-asserted-by":"crossref","unstructured":"A. Gunawardana, C. Meek, A unified approach to building hybrid recommender systems, in: Proceedings of the Third ACM Conference on Recommender Systems, ACM, 2009, pp. 117\u2013124.","DOI":"10.1145\/1639714.1639735"},{"key":"10.1016\/j.knosys.2014.01.006_b0395","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1023\/A:1026501525781","article-title":"User modeling for adaptive news access","volume":"10","author":"Billsus","year":"2000","journal-title":"User Model. User-Adap. Interact."},{"key":"10.1016\/j.knosys.2014.01.006_b0400","first-page":"230","article-title":"Measuring semantic similarity in grids using ontology","volume":"2","author":"Bagherifard","year":"2013","journal-title":"Int. J. Innov. Appl. Stud."},{"key":"10.1016\/j.knosys.2014.01.006_b0405","doi-asserted-by":"crossref","unstructured":"J.L. Herlocker, J.A. Konstan, A. Borchers, J. Riedl, An algorithmic framework for performing collaborative filtering, in: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 1999, pp. 230\u2013237.","DOI":"10.1145\/312624.312682"}],"container-title":["Knowledge-Based Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0950705114000173?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0950705114000173?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T14:07:48Z","timestamp":1746108468000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0950705114000173"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4]]},"references-count":81,"alternative-id":["S0950705114000173"],"URL":"https:\/\/doi.org\/10.1016\/j.knosys.2014.01.006","relation":{},"ISSN":["0950-7051"],"issn-type":[{"type":"print","value":"0950-7051"}],"subject":[],"published":{"date-parts":[[2014,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Multi-criteria collaborative filtering with high accuracy using higher order singular value decomposition and Neuro-Fuzzy system","name":"articletitle","label":"Article Title"},{"value":"Knowledge-Based Systems","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.knosys.2014.01.006","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2014 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}