메뉴 건너뛰기




Volumn 41, Issue 8, 2014, Pages 3879-3900

Hybrid recommendation approaches for multi-criteria collaborative filtering

Author keywords

Accuracy; Adaptive Neuro Fuzzy Inference Systems; Input selection; Multi criteria collaborative filtering; Self Organizing Map

Indexed keywords

ACCURACY; ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; HYBRID RECOMMENDATION APPROACHES; INPUT SELECTION; MULTI-CRITERIA; MULTI-CRITERIA RATINGS; RECOMMENDATION METHODS; SOFTWARE TOOLS AND TECHNIQUES;

EID: 84892738217     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2013.12.023     Document Type: Article
Times cited : (147)

References (126)
  • 1
    • 34250016241 scopus 로고    scopus 로고
    • New recommendation techniques for multicriteria rating systems
    • G. Adomavicius, and Y. Kwon New recommendation techniques for multicriteria rating systems IEEE Intelligent Systems 22 3 2007 48 55
    • (2007) IEEE Intelligent Systems , vol.22 , Issue.3 , pp. 48-55
    • Adomavicius, G.1    Kwon, Y.2
  • 3
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • G. Adomavicius, and A. Tuzhilin Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions IEEE Transactions on Knowledge and Data Engineering 17 2005 734 749
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 6
    • 84890118396 scopus 로고    scopus 로고
    • Folksonomy-based fuzzy user profiling for improved recommendations
    • D. Anand, and B.S. Mampilli Folksonomy-based fuzzy user profiling for improved recommendations Expert Systems with Applications 41 2014 2424 2436
    • (2014) Expert Systems with Applications , vol.41 , pp. 2424-2436
    • Anand, D.1    Mampilli, B.S.2
  • 10
    • 0031640270 scopus 로고    scopus 로고
    • Recommendation as classification: Using social and content-based information in recommendation
    • Basu, C., Hirsh, H., & Cohen, W. (1998). Recommendation as classification: Using social and content-based information in recommendation. In AAAI/IAAI (pp. 714-720).
    • (1998) AAAI/IAAI , pp. 714-720
    • Basu, C.1    Hirsh, H.2    Cohen, W.3
  • 13
    • 81855221689 scopus 로고    scopus 로고
    • Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items
    • J. Bobadilla, F. Ortega, A. Hernando, and J. Bernal Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items Expert Systems with Applications 39 2012 172 186
    • (2012) Expert Systems with Applications , vol.39 , pp. 172-186
    • Bobadilla, J.1    Ortega, F.2    Hernando, A.3    Bernal, J.4
  • 14
    • 67349271700 scopus 로고    scopus 로고
    • Collaborative filtering adapted to recommender systems of e-learning
    • J. Bobadilla, F. Serradilla, and A. Hernando Collaborative filtering adapted to recommender systems of e-learning Knowledge-Based Systems 22 2009 261 265
    • (2009) Knowledge-Based Systems , vol.22 , pp. 261-265
    • Bobadilla, J.1    Serradilla, F.2    Hernando, A.3
  • 17
    • 33845638229 scopus 로고    scopus 로고
    • An intelligent fuzzy-based recommendation system for consumer electronic products
    • Y. Cao, and Y. Li An intelligent fuzzy-based recommendation system for consumer electronic products Expert Systems with Applications 33 2007 230 240
    • (2007) Expert Systems with Applications , vol.33 , pp. 230-240
    • Cao, Y.1    Li, Y.2
  • 23
    • 84868506559 scopus 로고    scopus 로고
    • A hybrid ANFIS model for business failure prediction utilizing particle swarm optimization and subtractive clustering
    • M.-Y. Chen A hybrid ANFIS model for business failure prediction utilizing particle swarm optimization and subtractive clustering Information Sciences 220 20 2013 180 195
    • (2013) Information Sciences , vol.220 , Issue.20 , pp. 180-195
    • Chen, M.-Y.1
  • 24
    • 0033900205 scopus 로고    scopus 로고
    • Ensemble of structure-adaptive self-organizing maps for high performance classification
    • S.-B. Cho Ensemble of structure-adaptive self-organizing maps for high performance classification Information Sciences 123 2000 103 114
    • (2000) Information Sciences , vol.123 , pp. 103-114
    • Cho, S.-B.1
  • 25
    • 34249987083 scopus 로고    scopus 로고
    • Collaborative filtering using dual information sources
    • J. Cho, K. Kwon, and Y. Park Collaborative filtering using dual information sources IEEE Intelligent Systems 22 2007 30 38
    • (2007) IEEE Intelligent Systems , vol.22 , pp. 30-38
    • Cho, J.1    Kwon, K.2    Park, Y.3
  • 26
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • C. Chow, and C. Liu Approximating discrete probability distributions with dependence trees Information Theory, IEEE Transactions on 14 1968 462 467
    • (1968) Information Theory, IEEE Transactions on , vol.14 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 28
    • 34548236272 scopus 로고    scopus 로고
    • One-and-only item recommendation with fuzzy logic techniques
    • C. Cornelis, J. Lu, X. Guo, and G. Zhang One-and-only item recommendation with fuzzy logic techniques Information Sciences 177 2007 4906 4921
    • (2007) Information Sciences , vol.177 , pp. 4906-4921
    • Cornelis, C.1    Lu, J.2    Guo, X.3    Zhang, G.4
  • 29
    • 84859209606 scopus 로고    scopus 로고
    • Which App? A recommender system of applications in markets: Implementation of the service for monitoring users' interaction
    • E. Costa-Montenegro, A.B. Barragáns-Martínez, and M. Rey-López Which App? A recommender system of applications in markets: Implementation of the service for monitoring users' interaction Expert Systems with Applications 39 2012 9367 9375
    • (2012) Expert Systems with Applications , vol.39 , pp. 9367-9375
    • Costa-Montenegro, E.1    Barragáns-Martínez, A.B.2    Rey-López, M.3
  • 32
    • 43449089196 scopus 로고    scopus 로고
    • A collaborative recommender system based on probabilistic inference from fuzzy observations
    • L.M. de Campos, J.M. Fernández-Luna, and J.F. Huete A collaborative recommender system based on probabilistic inference from fuzzy observations Fuzzy Sets and Systems 159 2008 1554 1576
    • (2008) Fuzzy Sets and Systems , vol.159 , pp. 1554-1576
    • De Campos, L.M.1    Fernández-Luna, J.M.2    Huete, J.F.3
  • 35
    • 40749143128 scopus 로고    scopus 로고
    • Predictive modeling of human operators using parametric and neuro-fuzzy models by means of computer-based identification experiment
    • S. Ertugrul Predictive modeling of human operators using parametric and neuro-fuzzy models by means of computer-based identification experiment Engineering Applications of Artificial Intelligence 21 2008 259 268
    • (2008) Engineering Applications of Artificial Intelligence , vol.21 , pp. 259-268
    • Ertugrul, S.1
  • 36
    • 84866052097 scopus 로고    scopus 로고
    • Multi-criteria ratings for recommender systems: An empirical analysis in the tourism domain
    • Springer
    • M. Fuchs, and M. Zanker Multi-criteria ratings for recommender systems: An empirical analysis in the tourism domain E-commerce and web technologies 2012 Springer 100 111
    • (2012) E-commerce and Web Technologies , pp. 100-111
    • Fuchs, M.1    Zanker, M.2
  • 38
    • 79954568210 scopus 로고    scopus 로고
    • A novel self-organizing map (SOM) neural network for discrete groups of data clustering
    • M. Ghaseminezhad, and A. Karami A novel self-organizing map (SOM) neural network for discrete groups of data clustering Applied Soft Computing 11 2011 3771 3778
    • (2011) Applied Soft Computing , vol.11 , pp. 3771-3778
    • Ghaseminezhad, M.1    Karami, A.2
  • 39
    • 84892703171 scopus 로고    scopus 로고
    • Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems
    • M.A. Ghazanfar, and A. Prügel-Bannett Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems Expert Systems with Applications 46 2013 109 132
    • (2013) Expert Systems with Applications , vol.46 , pp. 109-132
    • Ghazanfar, M.A.1    Prügel-Bannett, A.2
  • 40
    • 84877038094 scopus 로고    scopus 로고
    • The advantage of careful imputation sources in sparse data-environment of recommender systems: Generating improved SVD-based recommendations
    • M. Ghazanfar, and A. Prugel-Bennett The advantage of careful imputation sources in sparse data-environment of recommender systems: Generating improved SVD-based recommendations Informatica 37 2013 61 92
    • (2013) Informatica , vol.37 , pp. 61-92
    • Ghazanfar, M.1    Prugel-Bennett, A.2
  • 44
    • 35348870573 scopus 로고    scopus 로고
    • A comparison of collaborative-filtering recommendation algorithms for e-commerce
    • Z. Huang, D. Zeng, and H. Chen A comparison of collaborative-filtering recommendation algorithms for e-commerce IEEE Intelligent Systems 22 2007 68 78
    • (2007) IEEE Intelligent Systems , vol.22 , pp. 68-78
    • Huang, Z.1    Zeng, D.2    Chen, H.3
  • 45
    • 84890118680 scopus 로고    scopus 로고
    • Music recommendation using text analysis on song requests to radio stations
    • Z. Hyung, K. Lee, and K. Lee Music recommendation using text analysis on song requests to radio stations Expert Systems with Applications 41 2014 2608 2618
    • (2014) Expert Systems with Applications , vol.41 , pp. 2608-2618
    • Hyung, Z.1    Lee, K.2    Lee, K.3
  • 47
  • 50
    • 2442719356 scopus 로고    scopus 로고
    • Expanding self-organizing map for data visualization and cluster analysis
    • H. Jin, W-H. Shum, K-S. Leung, and M-L. Wong Expanding self-organizing map for data visualization and cluster analysis Information Sciences 163 1 2004 157 173
    • (2004) Information Sciences , vol.163 , Issue.1 , pp. 157-173
    • Jin, H.1    Shum, W.-H.2    Leung, K.-S.3    Wong, M.-L.4
  • 51
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Kohavi, R. (1995). A study of cross-validation and bootstrap for accuracy estimation and model selection. In IJCAI (Vol. 14, pp. 1137-1145).
    • (1995) IJCAI , vol.14 , pp. 1137-1145
    • Kohavi, R.1
  • 52
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen The self-organizing map Proceedings of the IEEE 78 1990 1464 1480
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 53
    • 84867798465 scopus 로고    scopus 로고
    • Incremental collaborative filtering based on Mahalanobis distance and fuzzy membership for recommender systems
    • M. Komkhao, J. Lu, Z. Li, and W.A. Halang Incremental collaborative filtering based on Mahalanobis distance and fuzzy membership for recommender systems International Journal of General Systems 42 2013 41 66
    • (2013) International Journal of General Systems , vol.42 , pp. 41-66
    • Komkhao, M.1    Lu, J.2    Li, Z.3    Halang, W.A.4
  • 56
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Y. Koren, R. Bell, and C. Volinsky Matrix factorization techniques for recommender systems Computer 42 2009 30 37
    • (2009) Computer , vol.42 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 59
    • 77649340033 scopus 로고    scopus 로고
    • Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations
    • S.K. Lee, Y.H. Cho, and S.H. Kim Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations Information Sciences 180 2010 2142 2155
    • (2010) Information Sciences , vol.180 , pp. 2142-2155
    • Lee, S.K.1    Cho, Y.H.2    Kim, S.H.3
  • 61
    • 57349171397 scopus 로고    scopus 로고
    • Improving personalized services in mobile commerce by a novel multicriteria rating approach
    • Beijing, China
    • Li, Q., Wang, C., & Geng, G. (2008). Improving personalized services in mobile commerce by a novel multicriteria rating approach. In Proceedings of the seventeenth International Conference on World Wide Web (pp. 1235-1236). Beijing, China.
    • (2008) Proceedings of the Seventeenth International Conference on World Wide Web , pp. 1235-1236
    • Li, Q.1    Wang, C.2    Geng, G.3
  • 64
    • 84892441295 scopus 로고    scopus 로고
    • A new user similarity model to improve the accuracy of collaborative filtering
    • H. Liu, Z. Hu, A. Mian, H. Tian, and X. Zhu A new user similarity model to improve the accuracy of collaborative filtering Knowledge-Based Systems 2013 http://dx.doi.org/10.1016/j.knosys.2013.11.006
    • (2013) Knowledge-Based Systems
    • Liu, H.1    Hu, Z.2    Mian, A.3    Tian, H.4    Zhu, X.5
  • 67
    • 58049100792 scopus 로고    scopus 로고
    • Fuzzy trust recommendation based on collaborative filtering for mobile ad-hoc networks
    • Luo, J., Liu, X., Zhang, Y., Ye, D., & Xu, Z. (2008). Fuzzy trust recommendation based on collaborative filtering for mobile ad-hoc networks. In LCN (pp. 305-311).
    • (2008) LCN , pp. 305-311
    • Luo, J.1    Liu, X.2    Zhang, Y.3    Ye, D.4    Xu, Z.5
  • 68
    • 84870062173 scopus 로고    scopus 로고
    • Applying the learning rate adaptation to the matrix factorization based collaborative filtering
    • X. Luo, Y. Xia, and Q. Zhu Applying the learning rate adaptation to the matrix factorization based collaborative filtering Knowledge-Based Systems 37 2013 154 164
    • (2013) Knowledge-Based Systems , vol.37 , pp. 154-164
    • Luo, X.1    Xia, Y.2    Zhu, Q.3
  • 69
    • 84873475006 scopus 로고    scopus 로고
    • A web-based personalized business partner recommendation system using fuzzy semantic techniques
    • J. Lu, Q. Shambour, Y. Xu, Q. Lin, and G. Zhang A web-based personalized business partner recommendation system using fuzzy semantic techniques Computational Intelligence 29 2012 37 69
    • (2012) Computational Intelligence , vol.29 , pp. 37-69
    • Lu, J.1    Shambour, Q.2    Xu, Y.3    Lin, Q.4    Zhang, G.5
  • 70
    • 35148812647 scopus 로고    scopus 로고
    • Analysis and classification of multi-criteria recommender systems
    • N. Manouselis, and C. Costopoulou Analysis and classification of multi-criteria recommender systems World Wide Web 10 2007 415 441
    • (2007) World Wide Web , vol.10 , pp. 415-441
    • Manouselis, N.1    Costopoulou, C.2
  • 75
    • 78649388579 scopus 로고    scopus 로고
    • Support-vector-based emergent self-organising approach for emotional understanding
    • Y.-Y. Nguwi, and S.-Y. Cho Support-vector-based emergent self-organising approach for emotional understanding Connection Science 22 2010 355 371
    • (2010) Connection Science , vol.22 , pp. 355-371
    • Nguwi, Y.-Y.1    Cho, S.-Y.2
  • 76
    • 84881306884 scopus 로고    scopus 로고
    • Assessing and prioritizing affecting factors in e-learning websites using AHP method and fuzzy approach
    • Nilashi, M., & Janahmadi, N. (2012). Assessing and prioritizing affecting factors in e-learning websites using AHP method and fuzzy approach. In Information and Knowledge Management (Vol. 2, pp. 46-61).
    • (2012) Information and Knowledge Management , vol.2 , pp. 46-61
    • Nilashi, M.1    Janahmadi, N.2
  • 78
    • 80053941720 scopus 로고    scopus 로고
    • A comparative study of adaptive neuro fuzzy inferences system (ANFIS) and fuzzy inference system (FIS) approach for trust in B2C electronic commerce websites
    • M. Nilashi, M. Fathian, M.R. Gholamian, O. bin Ibrahim, A. Talebi, and N. Ithnin A comparative study of adaptive neuro fuzzy inferences system (ANFIS) and fuzzy inference system (FIS) approach for trust in B2C electronic commerce websites JCIT 6 2011 25 43
    • (2011) JCIT , vol.6 , pp. 25-43
    • Nilashi, M.1    Fathian, M.2    Gholamian, M.R.3    Bin Ibrahim, O.4    Talebi, A.5    Ithnin, N.6
  • 79
    • 84892768355 scopus 로고    scopus 로고
    • A model for detecting customer level intentions to purchase in B2C websites using TOPSIS and fuzzy logic rule-based system
    • M. Nilashi, and O.B. Ibrahim A model for detecting customer level intentions to purchase in B2C websites using TOPSIS and fuzzy logic rule-based system Arabian Journal for Science and Engineering 2013 1 16
    • (2013) Arabian Journal for Science and Engineering , pp. 1-16
    • Nilashi, M.1    Ibrahim, O.B.2
  • 81
    • 0032331812 scopus 로고    scopus 로고
    • Enhancing neural control systems by fuzzy logic and evolutionary reinforcement
    • H. Nyongesa Enhancing neural control systems by fuzzy logic and evolutionary reinforcement Neural Computing & Applications 7 1998 121 130
    • (1998) Neural Computing & Applications , vol.7 , pp. 121-130
    • Nyongesa, H.1
  • 84
    • 84862777391 scopus 로고    scopus 로고
    • A literature review and classification of recommender systems research
    • D.H. Park, H.K. Kim, I.Y. Choi, and J.K. Kim A literature review and classification of recommender systems research Expert Systems with Applications 39 2012 10059 10072
    • (2012) Expert Systems with Applications , vol.39 , pp. 10059-10072
    • Park, D.H.1    Kim, H.K.2    Choi, I.Y.3    Kim, J.K.4
  • 85
    • 84862777391 scopus 로고    scopus 로고
    • A literature review and classification of recommender systems research
    • D.H. Park, H.K. Kim, I.Y. Choi, and J.K. Kim A literature review and classification of recommender systems research Expert Systems with Applications 39 2012 10059 10072
    • (2012) Expert Systems with Applications , vol.39 , pp. 10059-10072
    • Park, D.H.1    Kim, H.K.2    Choi, I.Y.3    Kim, J.K.4
  • 86
    • 48949097665 scopus 로고    scopus 로고
    • Restaurant recommendation for group of people in mobile environments using probabilistic multi-criteria decision making
    • Springer
    • M.-H. Park, H.-S. Park, and S.-B. Cho Restaurant recommendation for group of people in mobile environments using probabilistic multi-criteria decision making Computer-human interaction 2008 Springer 114 122
    • (2008) Computer-human Interaction , pp. 114-122
    • Park, M.-H.1    Park, H.-S.2    Cho, S.-B.3
  • 88
    • 33749329515 scopus 로고    scopus 로고
    • Collaborative filtering methods based on fuzzy preference relations
    • P. Perny, and J.-D. Zucker Collaborative filtering methods based on fuzzy preference relations Proceedings of the EUROFUSE-SIC 1999 279 285
    • (1999) Proceedings of the EUROFUSE-SIC , pp. 279-285
    • Perny, P.1    Zucker, J.-D.2
  • 90
    • 70449533851 scopus 로고    scopus 로고
    • Dealing with incomplete information in a fuzzy linguistic recommender system to disseminate information in university digital libraries
    • C. Porcel, and E. Herrera-Viedma Dealing with incomplete information in a fuzzy linguistic recommender system to disseminate information in university digital libraries Knowledge-Based Systems 23 2010 32 39
    • (2010) Knowledge-Based Systems , vol.23 , pp. 32-39
    • Porcel, C.1    Herrera-Viedma, E.2
  • 91
    • 69249202482 scopus 로고    scopus 로고
    • A multi-disciplinar recommender system to advice research resources in university digital libraries
    • C. Porcel, J.M. Moreno, and E. Herrera-Viedma A multi-disciplinar recommender system to advice research resources in university digital libraries Expert Systems with Applications 36 2009 12520 12528
    • (2009) Expert Systems with Applications , vol.36 , pp. 12520-12528
    • Porcel, C.1    Moreno, J.M.2    Herrera-Viedma, E.3
  • 92
    • 80055043595 scopus 로고    scopus 로고
    • A hybrid recommender system for the selective dissemination of research resources in a Technology Transfer Office
    • C. Porcel, A. Tejeda-Lorente, M. Martínez, and E. Herrera-Viedma A hybrid recommender system for the selective dissemination of research resources in a Technology Transfer Office Information Sciences 184 2012 1 19
    • (2012) Information Sciences , vol.184 , pp. 1-19
    • Porcel, C.1    Tejeda-Lorente, A.2    Martínez, M.3    Herrera-Viedma, E.4
  • 96
    • 84879354206 scopus 로고    scopus 로고
    • Application of dimensionality reduction in recommender system-A case study
    • Sarwar, B., Karypis, G., Konstan, J., & Riedl, J. (2000). Application of dimensionality reduction in recommender system-a case study. In DTIC document.
    • (2000) DTIC Document
    • Sarwar, B.1    Karypis, G.2    Konstan, J.3    Riedl, J.4
  • 101
    • 79952315959 scopus 로고    scopus 로고
    • A google wave-based fuzzy recommender system to disseminate information in University Digital Libraries 2.0
    • J. Serrano-Guerrero, E. Herrera-Viedma, J.A. Olivas, A. Cerezo, and F.P. Romero A google wave-based fuzzy recommender system to disseminate information in University Digital Libraries 2.0 Information Sciences 181 2011 1503 1516
    • (2011) Information Sciences , vol.181 , pp. 1503-1516
    • Serrano-Guerrero, J.1    Herrera-Viedma, E.2    Olivas, J.A.3    Cerezo, A.4    Romero, F.P.5
  • 104
    • 84868655830 scopus 로고    scopus 로고
    • A trust-semantic fusion-based recommendation approach for e-business applications
    • Q. Shambour, and J. Lu A trust-semantic fusion-based recommendation approach for e-business applications Decision Support Systems 54 1 2012 768 780
    • (2012) Decision Support Systems , vol.54 , Issue.1 , pp. 768-780
    • Shambour, Q.1    Lu, J.2
  • 105
    • 0032358065 scopus 로고    scopus 로고
    • Self organising maps for the investigation of clinical data: A case study
    • P. Sharpe, and P. Caleb Self organising maps for the investigation of clinical data: A case study Neural Computing & Applications 7 1998 65 70
    • (1998) Neural Computing & Applications , vol.7 , pp. 65-70
    • Sharpe, P.1    Caleb, P.2
  • 106
    • 1942516799 scopus 로고    scopus 로고
    • Flexible mixture model for collaborative filtering
    • Si, L., & Jin, R. (2003). Flexible mixture model for collaborative filtering. In ICML (Vol. 3, pp. 704-711).
    • (2003) ICML , vol.3 , pp. 704-711
    • Si, L.1    Jin, R.2
  • 107
    • 78650650923 scopus 로고    scopus 로고
    • Recommending products with a fuzzy classification
    • Stormer, H., Werro, N., & Risch, D. (2006). Recommending products with a fuzzy classification. In CollECTeR Europe 2006 (p. 29).
    • (2006) CollECTeR Europe , pp. 29
    • Stormer, H.1    Werro, N.2    Risch, D.3
  • 109
    • 45449126257 scopus 로고
    • Structure identification of fuzzy model
    • M. Sugeno, and G. Kang Structure identification of fuzzy model Fuzzy Sets and Systems 28 1988 15 33
    • (1988) Fuzzy Sets and Systems , vol.28 , pp. 15-33
    • Sugeno, M.1    Kang, G.2
  • 111
    • 0000041473 scopus 로고    scopus 로고
    • Distances between intuitionistic fuzzy sets
    • E. Szmidt, and J. Kacprzyk Distances between intuitionistic fuzzy sets Fuzzy Sets and Systems 114 2000 505 518
    • (2000) Fuzzy Sets and Systems , vol.114 , pp. 505-518
    • Szmidt, E.1    Kacprzyk, J.2
  • 112
    • 84863622813 scopus 로고    scopus 로고
    • Using rich social media information for music recommendation via hypergraph model
    • Springer
    • S. Tan, J. Bu, C. Chen, and X. He Using rich social media information for music recommendation via hypergraph model Social media modeling and computing 2011 Springer 213 237
    • (2011) Social Media Modeling and Computing , pp. 213-237
    • Tan, S.1    Bu, J.2    Chen, C.3    He, X.4
  • 113
    • 67649562813 scopus 로고    scopus 로고
    • The pedagogical value of papers: A collaborative-filtering based paper recommender
    • T.Y. Tang, and G. McCalla The pedagogical value of papers: A collaborative-filtering based paper recommender Journal of Digital Information 10 2 2009
    • (2009) Journal of Digital Information , vol.10 , Issue.2
    • Tang, T.Y.1    McCalla, G.2
  • 114
    • 84857122466 scopus 로고    scopus 로고
    • Cluster ensembles in collaborative filtering recommendation
    • C.-F. Tsai, and C. Hung Cluster ensembles in collaborative filtering recommendation Applied Soft Computing 12 2012 1417 1425
    • (2012) Applied Soft Computing , vol.12 , pp. 1417-1425
    • Tsai, C.-F.1    Hung, C.2
  • 115
    • 34248233686 scopus 로고    scopus 로고
    • Using SVD and demographic data for the enhancement of generalized collaborative filtering
    • M.G. Vozalis, and K.G. Margaritis Using SVD and demographic data for the enhancement of generalized collaborative filtering Information Sciences 177 2007 3017 3037
    • (2007) Information Sciences , vol.177 , pp. 3017-3037
    • Vozalis, M.G.1    Margaritis, K.G.2
  • 116
    • 77951208743 scopus 로고    scopus 로고
    • The role of user mood in movie recommendations
    • P. Winoto, and T.Y. Tang The role of user mood in movie recommendations Expert Systems with Applications 37 2010 6086 6092
    • (2010) Expert Systems with Applications , vol.37 , pp. 6086-6092
    • Winoto, P.1    Tang, T.Y.2
  • 118
    • 0038220049 scopus 로고    scopus 로고
    • Fuzzy logic methods in recommender systems
    • R.R. Yager Fuzzy logic methods in recommender systems Fuzzy Sets and Systems 136 2003 133 149
    • (2003) Fuzzy Sets and Systems , vol.136 , pp. 133-149
    • Yager, R.R.1
  • 119
    • 79960838881 scopus 로고    scopus 로고
    • Multilingual document mining and navigation using self-organizing maps
    • H.-C. Yang, H.-W. Hsiao, and C.-H. Lee Multilingual document mining and navigation using self-organizing maps Information Processing & Management 47 2011 647 666
    • (2011) Information Processing & Management , vol.47 , pp. 647-666
    • Yang, H.-C.1    Hsiao, H.-W.2    Lee, C.-H.3
  • 123
    • 54049134419 scopus 로고    scopus 로고
    • Representation, similarity measures and aggregation methods using fuzzy sets for content-based recommender systems
    • A. Zenebe, and A.F. Norcio Representation, similarity measures and aggregation methods using fuzzy sets for content-based recommender systems Fuzzy Sets and Systems 160 2009 76 94
    • (2009) Fuzzy Sets and Systems , vol.160 , pp. 76-94
    • Zenebe, A.1    Norcio, A.F.2
  • 124
    • 84875946162 scopus 로고    scopus 로고
    • A hybrid fuzzy-based personalized recommender system for telecom products/services
    • Z. Zhang, H. Lin, K. Liu, D. Wu, G. Zhang, and J. Lu A hybrid fuzzy-based personalized recommender system for telecom products/services Information Sciences 2013
    • (2013) Information Sciences
    • Zhang, Z.1    Lin, H.2    Liu, K.3    Wu, D.4    Zhang, G.5    Lu, J.6
  • 125
    • 4043117674 scopus 로고    scopus 로고
    • An integrated group decision-making method dealing with fuzzy preferences for alternatives and individual judgments for selection criteria
    • G. Zhang, and J. Lu An integrated group decision-making method dealing with fuzzy preferences for alternatives and individual judgments for selection criteria Group Decision and Negotiation 12 2003 501 515
    • (2003) Group Decision and Negotiation , vol.12 , pp. 501-515
    • Zhang, G.1    Lu, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.