{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T09:24:39Z","timestamp":1742981079739,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662493809"},{"type":"electronic","value":"9783662493816"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-662-49381-6_12","type":"book-chapter","created":{"date-parts":[[2016,3,7]],"date-time":"2016-03-07T18:24:06Z","timestamp":1457375046000},"page":"116-126","source":"Crossref","is-referenced-by-count":0,"title":["Empirical Analysis of the Relationship Between Trust and Ratings in Recommender Systems"],"prefix":"10.1007","author":[{"given":"Kulwadee","family":"Somboonviwat","sequence":"first","affiliation":[]},{"given":"Hisayuki","family":"Aoyama","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"12_CR1","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1561\/1100000009","volume":"4","author":"MD Ekstrand","year":"2011","unstructured":"Ekstrand, M.D., Riedl, J.T., Konstan, J.A.: Collaborative filtering recommender systems. Found. Trends Hum. Comput. Inter. 4(2), 81\u2013173 (2011)","journal-title":"Found. Trends Hum. Comput. Inter."},{"key":"12_CR2","doi-asserted-by":"crossref","unstructured":"Guo, G., Zhang, J., Thalmann, D., Yorke-Smith, N.: ETAF: an extended trust antecedents framework for trust prediction. In: Proceedings of the 2014 International Conference on Advances in Social Networks Analysis and Mining, pp. 540\u2013547 (2014)","DOI":"10.1109\/ASONAM.2014.6921639"},{"key":"12_CR3","unstructured":"Guo, G., Zhang, J., Yorke-Smith, N.: A novel bayesian similarity measure for recommender systems. In: Proceedings of the 23rd International Joint Conference on Artificial Intelligence, pp. 2619\u20132625 (2013)"},{"key":"12_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-642-31454-4_10","volume-title":"User Modeling, Adaptation, and Personalization","author":"G Guo","year":"2012","unstructured":"Guo, G., Zhang, J., Thalmann, D.: A simple but effective method to incorporate trusted neighbors in recommender systems. In: Masthoff, J., Mobasher, B., Desmarais, M.C., Nkambou, R. (eds.) UMAP 2012. LNCS, vol. 7379, pp. 114\u2013125. Springer, Heidelberg (2012)"},{"key":"12_CR5","doi-asserted-by":"crossref","unstructured":"Ma, H., King, I., Lyu, M.R.: Learning to recommend with social trust ensemble. In: Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 203\u2013210 (2009)","DOI":"10.1145\/1571941.1571978"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Ma, H., Lyu, M.R., King, I.: Learning to recommend with trust and distrust relationships. In: Proceedings of the 3rd ACM Conference on Recommender Systems, pp. 189\u2013196 (2009)","DOI":"10.1145\/1639714.1639746"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Massa, P., Avesani, P.: Trust-aware bootstrapping of recommender systems. In: Proceedings of ECAI 2006 workshop on recommender systems, vol. 28, pp. 29 (2006)","DOI":"10.1145\/1297231.1297235"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Massa, P., Avesani, P.: Trust-aware recommender systems. In: Proceedings of the 1st ACM Conference on Recommender Systems, pp. 17\u201324 (2007)","DOI":"10.1145\/1297231.1297235"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"O\u2019Donovan, J., Smyth, B.: Trust in recommender systems. In: Proceedings of the 10th International Conference on Intelligent User Interfaces, pp. 167\u2013174 (2005)","DOI":"10.1145\/1040830.1040870"},{"key":"12_CR10","unstructured":"Shi, Y., Larson, M., Hanjalic, A.: Towards understanding the challenges facing effective trust-aware recommendation. Recommmender Systems and the Social Web 40 (2010)"},{"key":"12_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"704","DOI":"10.1007\/978-3-642-20161-5_75","volume-title":"Advances in Information Retrieval","author":"Y Shi","year":"2011","unstructured":"Shi, Y., Larson, M., Hanjalic, A.: How far are we in trust-aware recommendation? In: Clough, P., Foley, C., Gurrin, C., Jones, G.J.F., Kraaij, W., Lee, H., Mudoch, V. (eds.) ECIR 2011. LNCS, vol. 6611, pp. 704\u2013707. Springer, Heidelberg (2011)"},{"key":"12_CR12","doi-asserted-by":"crossref","unstructured":"Tang, J., Gao, H., Liu, H.: mTrust: discerning multi-faceted trust in a connected world. In: Proceedings of the 5th ACM Internaional Conference on Web Search and Data Mining, pp. 93\u2013102 (2012)","DOI":"10.1145\/2124295.2124309"},{"issue":"2","key":"12_CR13","doi-asserted-by":"publisher","first-page":"460","DOI":"10.1016\/j.dss.2006.11.003","volume":"43","author":"CN Ziegler","year":"2007","unstructured":"Ziegler, C.N., Golbeck, J.: Investigating interactions of trust and interest similarity. Decis. Support Syst. 43(2), 460\u2013475 (2007)","journal-title":"Decis. Support Syst."}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-49381-6_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,12]],"date-time":"2024-07-12T12:43:30Z","timestamp":1720788210000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-662-49381-6_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783662493809","9783662493816"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-49381-6_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}