{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T13:37:24Z","timestamp":1770039444250,"version":"3.49.0"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T00:00:00Z","timestamp":1498003200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1007\/s11042-017-4924-2","type":"journal-article","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T09:17:05Z","timestamp":1498036625000},"page":"12935-12953","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Enhanced multi-criteria recommender system based on fuzzy Bayesian approach"],"prefix":"10.1007","volume":"77","author":[{"given":"Vibhor","family":"Kant","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanisha","family":"Jhalani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pragya","family":"Dwivedi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,6,21]]},"reference":[{"issue":"3","key":"4924_CR1","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MIS.2007.58","volume":"22","author":"G Adomavicius","year":"2007","unstructured":"Adomavicius G, Kwon Y (2007) New recommendation techniques for multicriteria rating systems. IEEE Intell Syst 22(3):48\u201355","journal-title":"IEEE Intell Syst"},{"key":"4924_CR2","doi-asserted-by":"crossref","unstructured":"Adomavicius G, Kwon Y (2015) Multi-criteria recommender systems. In: Recommender systems handbook. Springer, pp 847\u2013880","DOI":"10.1007\/978-1-4899-7637-6_25"},{"issue":"6","key":"4924_CR3","doi-asserted-by":"crossref","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius G, Tuzhilin A (2005) Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans Knowl Data Eng 17(6):734\u2013749","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"3","key":"4924_CR4","doi-asserted-by":"crossref","first-page":"1386","DOI":"10.1016\/j.eswa.2007.08.016","volume":"35","author":"MYH Al-Shamri","year":"2008","unstructured":"Al-Shamri MYH, Bharadwaj KK (2008) Fuzzy-genetic approach to recommender systems based on a novel hybrid user model. Expert Syst Appl 35(3):1386\u20131399","journal-title":"Expert Syst Appl"},{"issue":"1","key":"4924_CR5","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/s13278-012-0049-9","volume":"3","author":"D Anand","year":"2013","unstructured":"Anand D, Bharadwaj KK (2013) Pruning trust\u2013distrust network via reliability and risk estimates for quality recommendations. Soc Netw Anal Min 3(1):65\u201384","journal-title":"Soc Netw Anal Min"},{"issue":"3","key":"4924_CR6","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1145\/245108.245124","volume":"40","author":"M Balabanovi\u0107","year":"1997","unstructured":"Balabanovi\u0107 M, Shoham Y (1997) Fab: content-based, collaborative recommendation. Commun ACM 40(3):66\u201372","journal-title":"Commun ACM"},{"issue":"1","key":"4924_CR7","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.elerap.2008.08.001","volume":"8","author":"KK Bharadwaj","year":"2009","unstructured":"Bharadwaj KK, Al-Shamri MYH (2009) Fuzzy computational models for trust and reputation systems. Electron Commer Res Appl 8(1):37\u201347","journal-title":"Electron Commer Res Appl"},{"key":"4924_CR8","unstructured":"Breese JS, Heckerman D, Kadie C (1998) Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the fourteenth conference on uncertainty in artificial intelligence. Morgan Kaufmann Publishers Inc, pp 43\u201352"},{"issue":"12","key":"4924_CR9","doi-asserted-by":"crossref","first-page":"1554","DOI":"10.1016\/j.fss.2008.01.016","volume":"159","author":"LM Campos de","year":"2008","unstructured":"de Campos LM, Fern\u00e1ndez-Luna JM, Huete JF (2008) A collaborative recommender system based on probabilistic inference from fuzzy observations. Fuzzy Sets Syst 159(12):1554\u20131576","journal-title":"Fuzzy Sets Syst"},{"issue":"4","key":"4924_CR10","first-page":"201","volume":"16","author":"P Dwivedi","year":"2013","unstructured":"Dwivedi P, Bharadwaj KK (2013) Effective trust-aware e-learning recommender system based on learning styles and knowledge levels. Educ Technol Soc 16(4):201\u2013216","journal-title":"Educ Technol Soc"},{"issue":"2","key":"4924_CR11","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1111\/exsy.12061","volume":"32","author":"P Dwivedi","year":"2015","unstructured":"Dwivedi P, Bharadwaj KK (2015) e-learning recommender system for a group of learners based on the unified learner profile approach. Expert Syst 32(2):264\u2013276","journal-title":"Expert Syst"},{"key":"4924_CR12","unstructured":"Hofmann T, Puzicha J (1999) Latent class models for collaborative filtering. In: IJCAI, vol 99"},{"key":"4924_CR13","doi-asserted-by":"crossref","unstructured":"Jannach D, Karakaya Z, Gedikli F (2012) Accuracy improvements for multi-criteria recommender systems. In: Proceedings of the 13th ACM conference on electronic commerce, pp 674\u2013689","DOI":"10.1145\/2229012.2229065"},{"issue":"4","key":"4924_CR14","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1002\/int.21579","volume":"28","author":"V Kant","year":"2013","unstructured":"Kant V, Bharadwaj KK (2013) Fuzzy computational models of trust and distrust for enhanced recommendations. Int J Intell Syst 28(4):332\u2013365","journal-title":"Int J Intell Syst"},{"issue":"11","key":"4924_CR15","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1002\/int.21619","volume":"28","author":"V Kant","year":"2013","unstructured":"Kant V, Bharadwaj KK (2013) Integrating collaborative and reclusive methods for effective recommendations: a fuzzy bayesian approach. Int J Intell Syst 28(11):1099\u20131123","journal-title":"Int J Intell Syst"},{"key":"4924_CR16","doi-asserted-by":"crossref","unstructured":"Kant V, Dwivedi P (2015) A fuzzy bayesian approach to integrate user and item based collaborating filtering for enhanced recommendations. In: Proceedings of the 17th international conference on information integration and web-based applications & services, p 75. ACM","DOI":"10.1145\/2837185.2837209"},{"key":"4924_CR17","doi-asserted-by":"crossref","unstructured":"Katarya R, Verma OP (2016) A collaborative recommender system enhanced with particle swarm optimization technique. Multimed Tools Appl 1\u201315","DOI":"10.1007\/s11042-016-3481-4"},{"issue":"1","key":"4924_CR18","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/s11042-011-0728-y","volume":"61","author":"K-R Kim","year":"2012","unstructured":"Kim K-R, Moon N (2012) Recommender system design using movie genre similarity and preferred genres in smartphone. Multimed Tools Appl 61(1):87\u2013104","journal-title":"Multimed Tools Appl"},{"key":"4924_CR19","doi-asserted-by":"crossref","unstructured":"Lakiotaki K, Tsafarakis S, Matsatsinis N (2008) Uta-rec: a recommender system based on multiple criteria analysis. In: Proceedings of the 2008 ACM conference on recommender systems. ACM, pp 219\u2013226","DOI":"10.1145\/1454008.1454043"},{"issue":"4","key":"4924_CR20","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1007\/s11280-007-0019-8","volume":"10","author":"N Manouselis","year":"2007","unstructured":"Manouselis N, Costopoulou C (2007) Analysis and classification of multi-criteria recommender systems. World Wide Web 10(4):415\u2013441","journal-title":"World Wide Web"},{"key":"4924_CR21","doi-asserted-by":"crossref","unstructured":"Miyahara K, Pazzani MJ (2000) Collaborative filtering with the simple bayesian classifier. In: Proceedings of the 6th pacific rim international conference on artificial intelligence. PRICAI\u201900. Springer, Berlin, pp 679\u2013689","DOI":"10.1007\/3-540-44533-1_68"},{"issue":"11","key":"4924_CR22","doi-asserted-by":"crossref","first-page":"3173","DOI":"10.1007\/s00500-014-1475-6","volume":"19","author":"M Nilashi","year":"2015","unstructured":"Nilashi M, Ibrahim OB, Ithnin N, Zakaria R (2015) A multi-criteria recommendation system using dimensionality reduction and neuro-fuzzy techniques. Soft Comput 19(11):3173\u20133207","journal-title":"Soft Comput"},{"key":"4924_CR23","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1016\/j.ins.2014.09.012","volume":"293","author":"M Nilashi","year":"2015","unstructured":"Nilashi M, Jannach D, Ibrahim O, Ithnin N (2015) Clustering-and regression-based multi-criteria collaborative filtering with incremental updates. Inf Sci 293:235\u2013250","journal-title":"Inf Sci"},{"key":"4924_CR24","first-page":"10","volume":"4","author":"R Parveen","year":"2012","unstructured":"Parveen R, Jaiswal AK, Kant V (2012) E-learning recommendation systems\u2013a survey. Int J Eng Res Dev 4:10\u201312","journal-title":"Int J Eng Res Dev"},{"key":"4924_CR25","unstructured":"Robles V, Larra\u00f1aga P, Pe\u00f1a JM, Marb\u00e1n O, Crespo J, P\u00e9rez MS (2003) Collaborative filtering using interval estimation na\u012bve bayes. In: Lecture notes in artificial intelligence (advances in web intelligence"},{"key":"4924_CR26","volume-title":"Multicriteria methodology for decision aiding, vol 12","author":"B Roy","year":"2013","unstructured":"Roy B (2013) Multicriteria methodology for decision aiding, vol 12. Springer, Berlin"},{"key":"4924_CR27","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.knosys.2014.12.011","volume":"76","author":"RY Toledo","year":"2015","unstructured":"Toledo RY, Mota YC, Mart\u00ednez L (2015) Correcting noisy ratings in collaborative recommender systems. Knowl-Based Syst 76:96\u2013108","journal-title":"Knowl-Based Syst"},{"issue":"2","key":"4924_CR28","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/S0165-0114(02)00223-3","volume":"136","author":"RR Yager","year":"2003","unstructured":"Yager RR (2003) Fuzzy logic methods in recommender systems. Fuzzy Sets Syst 136(2):133\u2013149","journal-title":"Fuzzy Sets Syst"},{"issue":"1","key":"4924_CR29","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.fss.2008.03.017","volume":"160","author":"A Zenebe","year":"2009","unstructured":"Zenebe A, Norcio AF (2009) Representation, similarity measures and aggregation methods using fuzzy sets for content-based recommender systems. Fuzzy Sets Syst 160 (1):76\u201394","journal-title":"Fuzzy Sets Syst"},{"key":"4924_CR30","doi-asserted-by":"crossref","unstructured":"Zigoris P, Zhang Y (2006) Bayesian adaptive user profiling with explicit & implicit feedback. In: Proceedings of the 15th ACM international conference on information and knowledge management. ACM, pp 397\u2013404","DOI":"10.1145\/1183614.1183672"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4924-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4924-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4924-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T11:27:32Z","timestamp":1527247652000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4924-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,21]]},"references-count":30,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2018,5]]}},"alternative-id":["4924"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4924-2","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,21]]}}}