{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T11:13:05Z","timestamp":1743073985631,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642299339"},{"type":"electronic","value":"9783642299346"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-29934-6_5","type":"book-chapter","created":{"date-parts":[[2012,5,20]],"date-time":"2012-05-20T13:11:37Z","timestamp":1337519497000},"page":"43-52","source":"Crossref","is-referenced-by-count":3,"title":["A Study on Privacy Preserving Collaborative Filtering with Data Anonymization by Clustering"],"prefix":"10.1007","author":[{"given":"Katsuhiro","family":"Honda","sequence":"first","affiliation":[]},{"given":"Yui","family":"Matsumoto","sequence":"additional","affiliation":[]},{"given":"Arina","family":"Kawano","sequence":"additional","affiliation":[]},{"given":"Akira","family":"Notsu","sequence":"additional","affiliation":[]},{"given":"Hidetomo","family":"Ichihashi","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"5_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-70992-5","volume-title":"Privacy-Preserving Data Mining: Models and Algorithms","author":"C.C. Aggarwal","year":"2008","unstructured":"Aggarwal, C.C., Yu, P.S.: Privacy-Preserving Data Mining: Models and Algorithms. Springer, New York (2008)"},{"key":"5_CR2","volume-title":"Cluster Analysis for Applications","author":"M.R. Anderberg","year":"1973","unstructured":"Anderberg, M.R.: Cluster Analysis for Applications. Academic Press, London (1973)"},{"unstructured":"Breese, J., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: Proc. 14th Conference on Uncertainty in Artificial Intelligence, pp. 43\u201352 (1998)","key":"5_CR3"},{"key":"5_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1007\/978-3-540-71703-4_18","volume-title":"Advances in Databases: Concepts, Systems and Applications","author":"J.-W. Byun","year":"2007","unstructured":"Byun, J.-W., Kamra, A., Bertino, E., Li, N.: Efficient k-Anonymization Using Clustering Techniques. In: Kotagiri, R., Radha Krishna, P., Mohania, M., Nantajeewarawat, E. (eds.) DASFAA 2007. LNCS, vol.\u00a04443, pp. 188\u2013200. Springer, Heidelberg (2007)"},{"doi-asserted-by":"crossref","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A., Riedl, J.: An algorithmic framework for performing collaborative filtering. In: Proc. Conference on Research and Development in Information Retrieval (1999)","key":"5_CR5","DOI":"10.1145\/312624.312682"},{"issue":"4","key":"5_CR6","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1504\/IJKESDP.2010.037493","volume":"2","author":"K. Honda","year":"2010","unstructured":"Honda, K., Notsu, A., Ichihashi, H.: Collaborative filtering by sequential user-item co-cluster extraction from rectangular relational data. International Journal of Knowledge Engineering and Soft Data Paradigms\u00a02(4), 312\u2013327 (2010)","journal-title":"International Journal of Knowledge Engineering and Soft Data Paradigms"},{"key":"5_CR7","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1007\/3-540-45490-X_50","volume-title":"Web Intelligence: Research and Development","author":"K. Honda","year":"2001","unstructured":"Honda, K., Sugiura, N., Ichihashi, H., Araki, S.: Collaborative Filtering Using Principal Component Analysis and Fuzzy Clustering. In: Zhong, N., Yao, Y., Ohsuga, S., Liu, J. (eds.) WI 2001. LNCS (LNAI), vol.\u00a02198, pp. 394\u2013402. Springer, Heidelberg (2001)"},{"issue":"3","key":"5_CR8","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/245108.245126","volume":"40","author":"J.A. Konstan","year":"1999","unstructured":"Konstan, J.A., Miller, B.N., Maltz, D., Herlocker, J.L., Gardon, L.R., Riedl, J.: Grouplens: applying collaborative filtering to usenet news. Communications of the ACM\u00a040(3), 77\u201387 (1999)","journal-title":"Communications of the ACM"},{"doi-asserted-by":"crossref","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Computing, 76\u201380 (January-Februry 2003)","key":"5_CR9","DOI":"10.1109\/MIC.2003.1167344"},{"unstructured":"Miyamoto, S., Ichihashi, H., Honda, K.: Algorithms for Fuzzy Clustering: Methods in c-Means Clustering with Applications. Springer (2008)","key":"5_CR10"},{"doi-asserted-by":"crossref","unstructured":"Parameswaran, R., Blough, D.M.: Privacy preserving collaborative filtering using data obfuscation. In: Proc. IEEE International Conference on Granular Computing 2007, pp. 380\u2013386 (2007)","key":"5_CR11","DOI":"10.1109\/GrC.2007.133"},{"unstructured":"Polat, H., Du, W.: Privacy-preserving collaborative filtering using randomized perturbation techniques. In: Proc. 3rd IEEE International Conference on Data Mining, pp. 625\u2013628 (2003)","key":"5_CR12"},{"issue":"5","key":"5_CR13","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1142\/S0218488502001648","volume":"10","author":"L. Sweeney","year":"2002","unstructured":"Sweeney, L.: k-anonymity: a model for protecting privacy. International Journal on Uncertainty, Fuzziness and Knowledge-Based Systems\u00a010(5), 557\u2013570 (2002)","journal-title":"International Journal on Uncertainty, Fuzziness and Knowledge-Based Systems"},{"key":"5_CR14","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1126\/science.3287615","volume":"240","author":"J.A. Swets","year":"1988","unstructured":"Swets, J.A.: Measuring the accuracy of diagnostic systems. Science\u00a0240, 1285\u20131289 (1988)","journal-title":"Science"}],"container-title":["Smart Innovation, Systems and Technologies","Intelligent Interactive Multimedia: Systems and Services"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-29934-6_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T04:15:38Z","timestamp":1674188138000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-29934-6_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642299339","9783642299346"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-29934-6_5","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"type":"print","value":"2190-3018"},{"type":"electronic","value":"2190-3026"}],"subject":[],"published":{"date-parts":[[2012]]}}}