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Volumn 8249 LNAI, Issue , 2013, Pages 360-371

Personality-based active learning for collaborative filtering recommender systems

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; COLD-START; COLLABORATIVE FILTERING RECOMMENDER SYSTEMS; CONTEXT-AWARE; FIVE-FACTOR MODEL; RECOMMENDATION ACCURACY; USER STUDY;

EID: 84892755296     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-03524-6_31     Document Type: Conference Paper
Times cited : (96)

References (22)
  • 2
    • 84864631191 scopus 로고    scopus 로고
    • Context relevance assessment and exploitation in mobile recommender systems
    • Baltrunas, L., Ludwig, B., Peer, S., Ricci, F.: Context relevance assessment and exploitation in mobile recommender systems. Personal and Ubiquitous Computing 16(5), 507-526 (2012)
    • (2012) Personal and Ubiquitous Computing , vol.16 , Issue.5 , pp. 507-526
    • Baltrunas, L.1    Ludwig, B.2    Peer, S.3    Ricci, F.4
  • 3
    • 0002821832 scopus 로고    scopus 로고
    • Toward a new generation of personality theories: Theoretical contexts for the five-factor model
    • Costa, P., McCrae, R.: Toward a new generation of personality theories: Theoretical contexts for the five-factor model. In: The Five-Factor Model of Personality: Theoretical Perspectives, pp. 51-87 (1996)
    • (1996) The Five-Factor Model of Personality: Theoretical Perspectives , pp. 51-87
    • Costa, P.1    McCrae, R.2
  • 4
    • 70349807517 scopus 로고    scopus 로고
    • Evaluating interface variants on personality acquisition for recommender systems
    • Houben, G.-J., McCalla, G., Pianesi, F., Zancanaro, M. (eds.). UMAP 2009. Springer, Heidelberg
    • Dunn, G., Wiersema, J., Ham, J., Aroyo, L.: Evaluating interface variants on personality acquisition for recommender systems. In: Houben, G.-J., McCalla, G., Pianesi, F., Zancanaro, M. (eds.) UMAP 2009. LNCS, vol. 5535, pp. 259-270. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5535 , pp. 259-270
    • Dunn, G.1    Wiersema, J.2    Ham, J.3    Aroyo, L.4
  • 5
    • 80052892872 scopus 로고    scopus 로고
    • Rating elicitation strategies for collaborative filtering
    • Huemer, C., Setzer, T. (eds.). EC-Web 2011. Springer, Heidelberg
    • Elahi, M., Repsys, V., Ricci, F.: Rating elicitation strategies for collaborative filtering. In: Huemer, C., Setzer, T. (eds.) EC-Web 2011. LNBIP, vol. 85, pp. 160-171. Springer, Heidelberg (2011)
    • (2011) LNBIP , vol.85 , pp. 160-171
    • Elahi, M.1    Repsys, V.2    Ricci, F.3
  • 6
    • 84870908261 scopus 로고    scopus 로고
    • Adapting to natural rating acquisition with combined active learning strategies
    • Chen, L., Felfernig, A., Liu, J., Rás, Z.W. (eds.). ISMIS 2012. Springer, Heidelberg
    • Elahi, M., Ricci, F., Rubens, N.: Adapting to natural rating acquisition with combined active learning strategies. In: Chen, L., Felfernig, A., Liu, J., Rás, Z.W. (eds.) ISMIS 2012. LNCS, vol. 7661, pp. 254-263. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7661 , pp. 254-263
    • Elahi, M.1    Ricci, F.2    Rubens, N.3
  • 7
    • 84891751057 scopus 로고    scopus 로고
    • Active learning strategies for rating elicitation in collaborative filtering: A system-wide perspective
    • Elahi, M., Ricci, F., Rubens, N.: Active learning strategies for rating elicitation in collaborative filtering: a system-wide perspective. ACM Transactions on Intelligent Systems and Technology 5(1) (2014)
    • (2014) ACM Transactions on Intelligent Systems and Technology , vol.5 , Issue.1
    • Elahi, M.1    Ricci, F.2    Rubens, N.3
  • 10
    • 58149208119 scopus 로고
    • The development of markers for the big-five factor structure
    • Goldberg, L.R.: The development of markers for the big-five factor structure. Psychological Assessment 4(1), 26-42 (1992)
    • (1992) Psychological Assessment , vol.4 , Issue.1 , pp. 26-42
    • Goldberg, L.R.1
  • 14
    • 0003162764 scopus 로고    scopus 로고
    • The big five trait taxonomy: History, measurement, and theoretical perspectives
    • John, O.P., Srivastava, S.: The big five trait taxonomy: History, measurement, and theoretical perspectives. In: Handbook of Personality: Theory and Research, vol. 2, pp. 102-138 (1999)
    • (1999) Handbook of Personality: Theory and Research , vol.2 , pp. 102-138
    • John, O.P.1    Srivastava, S.2
  • 15
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Koren, Y., Bell, R., Volinsky, C.: Matrix factorization techniques for recommender systems. Computer 42(8), 30-37 (2009)
    • (2009) Computer , vol.42 , Issue.8 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 18
    • 77954605272 scopus 로고    scopus 로고
    • Learning preferences of new users in recommender systems: An information theoretic approach
    • Rashid, A.M., Karypis, G., Riedl, J.: Learning preferences of new users in recommender systems: an information theoretic approach. ACM SIGKDD Explorations Newsletter 10(2), 90-100 (2008)
    • (2008) ACM SIGKDD Explorations Newsletter , vol.10 , Issue.2 , pp. 90-100
    • Rashid, A.M.1    Karypis, G.2    Riedl, J.3
  • 19
    • 0141530914 scopus 로고    scopus 로고
    • The do re mi's of everyday life: The structure and personality correlates of music preferences
    • Rentfrow, P.J., Gosling, S.D., et al.: The do re mi's of everyday life: The structure and personality correlates of music preferences. Journal of Personality and Social Psychology 84(6), 1236-1256 (2003)
    • (2003) Journal of Personality and Social Psychology , vol.84 , Issue.6 , pp. 1236-1256
    • Rentfrow, P.J.1    Gosling, S.D.2
  • 21
    • 79960335882 scopus 로고    scopus 로고
    • Active learning in recommender systems
    • Ricci, F., Rokach, L., Shapira, B., Kantor, P. (eds.). Springer
    • Rubens, N., Kaplan, D., Sugiyama, M.: Active learning in recommender systems. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P. (eds.) Recommender Systems Handbook, pp. 735-767. Springer (2011)
    • (2011) Recommender Systems Handbook , pp. 735-767
    • Rubens, N.1    Kaplan, D.2    Sugiyama, M.3
  • 22
    • 84874766627 scopus 로고    scopus 로고
    • The ldos-peraff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata
    • Tkalcic, M., Kosir, A., Tasic, J.: The ldos-peraff-1 corpus of facial-expression video clips with affective, personality and user-interaction metadata. Journal on Multimodal User Interfaces 7(1-2), 143-155 (2013)
    • (2013) Journal on Multimodal User Interfaces , vol.7 , Issue.1-2 , pp. 143-155
    • Tkalcic, M.1    Kosir, A.2    Tasic, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.