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Volumn 204 CCIS, Issue , 2011, Pages 476-485

Trust-enhanced recommendation of friends in web based social networks using genetic algorithms to learn user preferences

Author keywords

Collaborative Filtering; Friend Recommender System; Profile Similarity; Real Valued Genetic Algorithm; Trust Propagation; Web Based Social Networks

Indexed keywords

COLLABORATIVE FILTERING; FRIEND RECOMMENDER SYSTEM; PROFILE SIMILARITY; REAL-VALUED GENETIC ALGORITHM; SOCIAL NETWORKS; TRUST PROPAGATION; COLLECTIVE INTELLIGENCES; DISTRIBUTED DATA MANAGEMENTS; HUMAN-TO-HUMAN INTERACTIONS; PROFILE SIMILARITIES; SIMILARITY COMPUTATION; WEB-BASED SOCIAL NETWORKS;

EID: 80054872704     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-24043-0_48     Document Type: Conference Paper
Times cited : (20)

References (21)
  • 3
    • 44949123611 scopus 로고    scopus 로고
    • Fuzzy-genetic approach to recommender systems based on a novel hybrid user model
    • Al-Shamri, M. Y. H., Bharadwaj, K. K.: Fuzzy-Genetic Approach to Recommender Systems Based on a Novel Hybrid User Model. Expert Systems with Applications 35, 1386-1399 (2007)
    • (2007) Expert Systems with Applications , vol.35 , pp. 1386-1399
    • Al-Shamri, M.Y.H.1    Bharadwaj, K.K.2
  • 4
    • 20844435854 scopus 로고    scopus 로고
    • Personalization toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • Adomavicius, G., Tuzhilin, A.: Personalization Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transaction on Knowledge and Data Engineering 17(6), 734-749 (2005)
    • (2005) IEEE Transaction on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 5
    • 84861735830 scopus 로고    scopus 로고
    • Weighted content based methods for recommending connections in online social networks
    • ACM, Barcelona, 0-12345-67-8
    • Garcia, R., Amatriain, X.: Weighted Content Based Methods for Recommending Connections in Online Social Networks. In: Recsys 2010, ACM, Barcelona (2010), 0-12345-67-8
    • (2010) Recsys 2010
    • Garcia, R.1    Amatriain, X.2
  • 6
    • 77950296220 scopus 로고    scopus 로고
    • Use of social network information to enhance collaborative filtering performance
    • Liu, F., Lee, H. J.: Use of Social Network Information to Enhance Collaborative Filtering Performance. Expert Systems with Applications 37(7), 4772-4778 (2009)
    • (2009) Expert Systems with Applications , vol.37 , Issue.7 , pp. 4772-4778
    • Liu, F.1    Lee, H.J.2
  • 12
    • 77956498008 scopus 로고    scopus 로고
    • Enhancing acuuracy of recommender system through adaptive similarity measures based on hybrid features
    • Nguyen, N. T., Le, M. T., Swiatek, J. eds., Springer, Heidelberg
    • Anand, D., Bharadwaj, K. K.: Enhancing Acuuracy of Recommender System through Adaptive Similarity Measures Based on Hybrid Features. In: Nguyen, N. T., Le, M. T., Swiatek, J. (eds.) Intelligent Information and Database Systems. LNCS, vol. 5991, pp. 1-10. Springer, Heidelberg (2010)
    • (2010) Intelligent Information and Database Systems. LNCS , vol.5991 , pp. 1-10
    • Anand, D.1    Bharadwaj, K.K.2
  • 13
    • 79151482018 scopus 로고    scopus 로고
    • Utilizing various sparsity measures for enhancing accuracy of collaborative recommender systems based on local and global similarities
    • Anand, D., Bharadwaj, K. K.: Utilizing Various Sparsity Measures for Enhancing Accuracy of Collaborative Recommender Systems based on Local and Global Similarities. Expert Systems with Applications 38(5), 5101-5109 (2011)
    • (2011) Expert Systems with Applications , vol.38 , Issue.5 , pp. 5101-5109
    • Anand, D.1    Bharadwaj, K.K.2
  • 14
    • 0028582717 scopus 로고
    • Using real valued genetic algorithm to evolve rule sets for classification
    • Corcoran, A. L., Sen, S.: Using Real Valued Genetic Algorithm to Evolve Rule Sets for Classification. In: IEEE-CEC (1994)
    • (1994) IEEE-CEC
    • Corcoran, A.L.1    Sen, S.2
  • 17
    • 80054853635 scopus 로고    scopus 로고
    • Recommender systems handbook
    • Kantor, P. B., Ricci, F., Rokach, L., Shapira, B. eds., Springer, Heidelberg
    • Victor, P., Cock, M. D., Cornelis, C.: Recommender Systems Handbook. In: Kantor, P. B., Ricci, F., Rokach, L., Shapira, B. (eds.) Chapter in Recommender Systems Handbook, pp. 645-676. Springer, Heidelberg (2010)
    • (2010) Chapter in Recommender Systems Handbook , pp. 645-676
    • Victor, P.1    Cock, M.D.2    Cornelis, C.3
  • 18
    • 24944592578 scopus 로고    scopus 로고
    • Alleviating the sparsity problem of collaborative filtering using trust inferences
    • Herrmann, P., Issarny, V., Shiu, S. C. K. eds., Springer, Heidelberg
    • Papagelis, M., Plexousakis, D., Kutsuras, T.: Alleviating the Sparsity Problem of Collaborative Filtering Using Trust Inferences. In: Herrmann, P., Issarny, V., Shiu, S. C. K. (eds.) iTrust 2005. LNCS, vol. 3477, pp. 224-239. Springer, Heidelberg (2005)
    • (2005) ITrust 2005. LNCS , vol.3477 , pp. 224-239
    • Papagelis, M.1    Plexousakis, D.2    Kutsuras, T.3
  • 19
    • 78049360023 scopus 로고    scopus 로고
    • Mechanizing social trust-aware recommenders with T-index augmented trustworthiness
    • Katsikas, S., Lopez, J., Soriano, M. eds., Springer, Heidelberg
    • Fazeli, S., Zarghami, A., Dokoohaki, N., Matskin, M.: Mechanizing social trust-aware recommenders with T-index augmented trustworthiness. In: Katsikas, S., Lopez, J., Soriano, M. (eds.) TrustBus 2010. LNCS, vol. 6264, pp. 202-213. Springer, Heidelberg (2010)
    • (2010) TrustBus 2010. LNCS , vol.6264 , pp. 202-213
    • Fazeli, S.1    Zarghami, A.2    Dokoohaki, N.3    Matskin, M.4
  • 20
    • 48349093367 scopus 로고    scopus 로고
    • A collaborative filtering framework based on both local user similarity and global user similarity
    • Luo, H., Niu, C., Shen, R., Ullrich, C.: A Collaborative Filtering Framework Based on Both Local User Similarity and Global User Similarity. Machine Learning 72(3), 231-245 (2008)
    • (2008) Machine Learning , vol.72 , Issue.3 , pp. 231-245
    • Luo, H.1    Niu, C.2    Shen, R.3    Ullrich, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.