{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T12:18:16Z","timestamp":1725538696213},"publisher-location":"Berlin, Heidelberg","reference-count":61,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642027932"},{"type":"electronic","value":"9783642027949"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-02794-9_5","type":"book-chapter","created":{"date-parts":[[2009,9,30]],"date-time":"2009-09-30T14:53:11Z","timestamp":1254322391000},"page":"81-117","source":"Crossref","is-referenced-by-count":5,"title":["A Taxonomy of Collaborative-Based Recommender Systems"],"prefix":"10.1007","author":[{"given":"Fabi\u00e1n P.","family":"Lousame","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"S\u00e1nchez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"5_CR1","unstructured":"Amazon.com (March 2008)"},{"key":"5_CR2","unstructured":"Book-crossing site (March 2008)"},{"key":"5_CR3","unstructured":"Cdnow.com (March 2008)"},{"key":"5_CR4","unstructured":"Lastfm site (March 2008)"},{"key":"5_CR5","unstructured":"Movielens site (March 2008)"},{"key":"5_CR6","unstructured":"Netflix site (March 2008)"},{"issue":"6","key":"5_CR7","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G. Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng.\u00a017(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. on Knowl. and Data Eng."},{"key":"5_CR8","unstructured":"Adomavicius, G., Tuzhilin, A., Zheng, R.: Rql: A query language for recommender systems. Information Systems Working Papers Series (2005)"},{"key":"5_CR9","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1145\/312129.312230","volume-title":"KDD 1999: Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining","author":"C.C. Aggarwal","year":"1999","unstructured":"Aggarwal, C.C., Wolf, J.L., Wu, K.-L., Yu, P.S.: Horting hatches an egg: a new graph-theoretic approach to collaborative filtering. In: KDD 1999: Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 201\u2013212. ACM, New York (1999)"},{"key":"5_CR10","unstructured":"Baeza-Yates, R.A., Ribeiro-Neto, B.A.: Modern Information Retrieval. ACM Press \/ Addison-Wesley (1999)"},{"issue":"3","key":"5_CR11","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1145\/245108.245124","volume":"40","author":"M. Balabanovi\u0107","year":"1997","unstructured":"Balabanovi\u0107, M., Shoham, Y.: Fab: content-based, collaborative recommendation. ACM Commun.\u00a040(3), 66\u201372 (1997)","journal-title":"ACM Commun."},{"issue":"12","key":"5_CR12","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1145\/138859.138861","volume":"35","author":"N.J. Belkin","year":"1992","unstructured":"Belkin, N.J., Croft, W.B.: Information filtering and information retrieval: two sides of the same coin? ACM Commun.\u00a035(12), 29\u201338 (1992)","journal-title":"ACM Commun."},{"key":"5_CR13","first-page":"7","volume-title":"KDDCup 2007: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining","author":"R. Bell","year":"2007","unstructured":"Bell, R., Koren, Y.: Improved neighborhood-based collaborative filtering. In: KDDCup 2007: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, San Jose, California, USA, pp. 7\u201314. ACM, New York (2007)"},{"key":"5_CR14","first-page":"46","volume-title":"ICML 1998: Proceedings of the Fifteenth International Conference on Machine Learning","author":"D. Billsus","year":"1998","unstructured":"Billsus, D., Pazzani, M.J.: Learning collaborative information filters. In: ICML 1998: Proceedings of the Fifteenth International Conference on Machine Learning, pp. 46\u201354. Morgan Kaufmann Publishers Inc., San Francisco (1998)"},{"key":"5_CR15","unstructured":"Breese, J.S., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: UAI 1998: Proceedings of the fourteenth conference on uncertainty in artificial intelligence, pp. 43\u201352 (1998)"},{"issue":"5","key":"5_CR16","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1002\/(SICI)1097-4571(199506)46:5<348::AID-ASI6>3.0.CO;2-1","volume":"46","author":"H. Chen","year":"1995","unstructured":"Chen, H., Ng, T.: An algorithmic approach to concept exploration in a large knowledge network (automatic thesaurus consultation): symbolic branch-and-bound search vs. connectionist hopfield net activation. J. Am. Soc. Inf. Sci.\u00a046(5), 348\u2013369 (1995)","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"5_CR17","unstructured":"Claypool, M., Gokhale, A., Mir, T., Murnikov, P., Netes, D., Sartin, M.: Combining content-based and collaborative filters in an online newspaper. In: Proceedings of ACM SIGIR Workshop on Recommender Systems (1999)"},{"key":"5_CR18","first-page":"451","volume-title":"NIPS 1997: Proceedings of the 1997 conference on Advances in neural information processing systems","author":"W.W. Cohen","year":"1998","unstructured":"Cohen, W.W., Schapire, R.E., Singer, Y.: Learning to order things. In: NIPS 1997: Proceedings of the 1997 conference on Advances in neural information processing systems, vol.\u00a010, pp. 451\u2013457. MIT Press, Cambridge (1998)"},{"key":"5_CR19","unstructured":"Dahlen, B.J., Konstan, J.A., Herlocker, J.L., Good, N., Borchers, A., Riedl, J.: Jump-starting movielens: User benefits of starting a collaborative filtering system with \u201cdead-data\u201d. University of Minnesota TR 98-017 (1998)"},{"issue":"2","key":"5_CR20","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1023\/B:DAMI.0000031629.31935.ac","volume":"9","author":"D. Ayhan","year":"2004","unstructured":"Ayhan, D.: Enhancing product recommender systems on sparse binary data. Data Min. Knowl. Discov.\u00a09(2), 147\u2013170 (2004)","journal-title":"Data Min. Knowl. Discov."},{"issue":"1","key":"5_CR21","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1145\/963770.963776","volume":"22","author":"M. Deshpande","year":"2004","unstructured":"Deshpande, M., Karypis, G.: Item-based top-n recommendation algorithms. ACM Trans. Inf. Syst.\u00a022(1), 143\u2013177 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"5_CR22","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1145\/509907.509922","volume-title":"STOC 2002: Proceedings of the thiry-fourth annual ACM symposium on Theory of computing","author":"P. Drineas","year":"2002","unstructured":"Drineas, P., Kerenidis, I., Raghavan, P.: Competitive recommendation systems. In: STOC 2002: Proceedings of the thiry-fourth annual ACM symposium on Theory of computing, pp. 82\u201390. ACM, New York (2002)"},{"issue":"12","key":"5_CR23","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1145\/138859.138867","volume":"35","author":"D. Goldberg","year":"1992","unstructured":"Goldberg, D., Nichols, D., Oki, B.M., Terry, D.: Using collaborative filtering to weave an information tapestry. ACM Commun.\u00a035(12), 61\u201370 (1992)","journal-title":"ACM Commun."},{"issue":"2","key":"5_CR24","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1011419012209","volume":"4","author":"K. Goldberg","year":"2001","unstructured":"Goldberg, K., Roeder, T., Gupta, D., Perkins, C.: Eigentaste: A constant time collaborative filtering algorithm. Information Retrieval\u00a04(2), 133\u2013151 (2001)","journal-title":"Information Retrieval"},{"key":"5_CR25","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1145\/1099554.1099683","volume-title":"CIKM 2005: Proceedings of the 14th ACM international conference on Information and knowledge management","author":"E.-H.(S.) Han","year":"2005","unstructured":"Han, E.-H(S.), Karypis, G.: Feature-based recommendation system. In: CIKM 2005: Proceedings of the 14th ACM international conference on Information and knowledge management, pp. 446\u2013452. ACM, New York (2005)"},{"key":"5_CR26","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1162\/153244301753344614","volume":"1","author":"D. Heckerman","year":"2001","unstructured":"Heckerman, D., Chickering, D.M., Meek, C., Rounthwaite, R., Kadie, C.: Dependency networks for inference, collaborative filtering, and data visualization. J. Mach. Learn. Res.\u00a01, 49\u201375 (2001)","journal-title":"J. Mach. Learn. Res."},{"key":"5_CR27","doi-asserted-by":"publisher","first-page":"230","DOI":"10.1145\/312624.312682","volume-title":"SIGIR 1999: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval","author":"J.L. Herlocker","year":"1999","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A., Riedl, J.: An algorithmic framework for performing collaborative filtering. In: SIGIR 1999: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval, pp. 230\u2013237. ACM, New York (1999)"},{"issue":"1","key":"5_CR28","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"J.L. Herlocker","year":"2004","unstructured":"Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst.\u00a022(1), 5\u201353 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"5_CR29","doi-asserted-by":"crossref","unstructured":"Hill, W., Stead, L., Rosenstein, M., Furnas, G.: Recommending and evaluating choices in a virtual community of use. In: CHI 1995: Proceedings of the SIGCHI conference on Human factors in computing systems, New York, USA, pp. 194\u2013201. ACM Press\/Addison-Wesley Publishing Co. (1995)","DOI":"10.1145\/223904.223929"},{"issue":"1","key":"5_CR30","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1145\/963770.963774","volume":"22","author":"T. Hofmann","year":"2004","unstructured":"Hofmann, T.: Latent semantic models for collaborative filtering. ACM Trans. Inf. Syst.\u00a022(1), 89\u2013115 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"5_CR31","first-page":"688","volume-title":"IJCAI \u201999: Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence","author":"T. Hofmann","year":"1999","unstructured":"Hofmann, T., Puzicha, J.: Latent class models for collaborative filtering. In: IJCAI \u201999: Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, pp. 688\u2013693. Morgan Kaufmann Publishers Inc., San Francisco (1999)"},{"issue":"1","key":"5_CR32","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1145\/963770.963775","volume":"22","author":"Z. Huang","year":"2004","unstructured":"Huang, Z., Chen, H., Zeng, D.: Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering. ACM Transactions on Information Systems\u00a022(1), 116\u2013142 (2004)","journal-title":"ACM Transactions on Information Systems"},{"issue":"3","key":"5_CR33","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1002\/asi.10372","volume":"55","author":"Z. Huang","year":"2004","unstructured":"Huang, Z., Chung, W., Chen, H.: A graph model for E-commerce recommender systems. Journal of the American Society for Information Science and Technology\u00a055(3), 259\u2013274 (2004)","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"5_CR34","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1145\/544220.544231","volume-title":"JCDL 2002: Proceedings of the 2nd ACM\/IEEE-CS joint conference on Digital libraries","author":"Z. Huang","year":"2002","unstructured":"Huang, Z., Chung, W., Ong, T.-H., Chen, H.: A graph-based recommender system for digital library. In: JCDL 2002: Proceedings of the 2nd ACM\/IEEE-CS joint conference on Digital libraries, pp. 65\u201373. ACM, New York (2002)"},{"key":"5_CR35","unstructured":"Jin, R., Si, L., Zhai, C.: Preference-based graphic models for collaborative filtering. In: UAI 2003: Procceedings of the 19th Conference on Uncertainty in Artificial Intelligence, pp. 329\u2013336 (2003)"},{"key":"5_CR36","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1145\/956863.956922","volume-title":"CIKM 2003: Proceedings of the twelfth international conference on Information and knowledge management","author":"R. Jin","year":"2003","unstructured":"Jin, R., Si, L., Zhai, C.X., Callan, J.: Collaborative filtering with decoupled models for preferences and ratings. In: CIKM 2003: Proceedings of the twelfth international conference on Information and knowledge management, pp. 309\u2013316. ACM Press, New York (2003)"},{"issue":"3","key":"5_CR37","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1145\/245108.245126","volume":"40","author":"J.A. Konstan","year":"1997","unstructured":"Konstan, J.A., Miller, B.N., Maltz, D., Herlocker, J.L., Gordon, L.R., Riedl, J.: Grouplens: Applying collaborative filtering to usenet news. Communications of the ACM\u00a040(3), 77\u201387 (1997)","journal-title":"Communications of the ACM"},{"key":"5_CR38","first-page":"314","volume-title":"ICML 2001: Proceedings of the Eighteenth International Conference on Machine Learning","author":"W.S. Lee","year":"2001","unstructured":"Lee, W.S.: Collaborative learning and recommender systems. In: ICML 2001: Proceedings of the Eighteenth International Conference on Machine Learning, pp. 314\u2013321. Morgan Kaufmann Publishers Inc., San Francisco (2001)"},{"key":"5_CR39","doi-asserted-by":"crossref","unstructured":"Lin, W., Alvarez, S.A., Ruiz, C.: Collaborative recommendation via adaptive association rule mining. In: Data Mining and Knowledge Discovery, vol.\u00a06, pp. 83\u2013105 (2000)","DOI":"10.1023\/A:1013284820704"},{"key":"5_CR40","unstructured":"Lin, W., Ruiz, C., Alvarez, S.A.: A new adaptive-support algorithm for association rule mining. Technical report (2000)"},{"issue":"1","key":"5_CR41","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1109\/MIC.2003.1167344","volume":"7","author":"G. Linden","year":"2003","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Computing\u00a07(1), 76\u201380 (2003)","journal-title":"IEEE Internet Computing"},{"issue":"4","key":"5_CR42","first-page":"285","volume":"2","author":"L. Nick","year":"1988","unstructured":"Nick, L.: Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Mach. Learn.\u00a02(4), 285\u2013318 (1988)","journal-title":"Mach. Learn."},{"key":"5_CR43","unstructured":"Melville, P., Mooney, R.J., Nagarajan, R.: Content-boosted collaborative filtering for improved recommendations. In: Eighteenth national conference on Artificial intelligence, pp. 187\u2013192. AAAI, Menlo Park (2002)"},{"key":"5_CR44","doi-asserted-by":"crossref","unstructured":"Miyahara, K., Pazzani, M.J.: Collaborative filtering with the simple bayesian classifier. In: Proceedings of the 6th Pacific Rim International Conference on Artificial Intelligence, pp. 679\u2013689 (2000)","DOI":"10.1007\/3-540-44533-1_68"},{"key":"5_CR45","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1023\/A:1013232803866","volume":"6","author":"B. Mobasher","year":"2002","unstructured":"Mobasher, B., Dai, H., Luo, T., Nakagawa, M.: Discovery and evaluation of aggregate usage profiles for web personalization. Data Mining and Knowledge Discovery\u00a06, 61\u201382 (2002)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"5_CR46","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1007\/11429760_16","volume-title":"Trust Management","author":"M. Papagelis","year":"2005","unstructured":"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.\u00a03477, pp. 224\u2013239. Springer, Heidelberg (2005)"},{"issue":"5-6","key":"5_CR47","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1023\/A:1006544522159","volume":"13","author":"M.J. Pazzani","year":"1999","unstructured":"Pazzani, M.J.: A framework for collaborative, content-based and demographic filtering. Artif. Intell. Rev.\u00a013(5-6), 393\u2013408 (1999)","journal-title":"Artif. Intell. Rev."},{"key":"5_CR48","first-page":"473","volume-title":"UAI 2000: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence","author":"D.M. Pennock","year":"2000","unstructured":"Pennock, D.M., Horvitz, E., Lawrence, S., Lee Giles, C.: Collaborative filtering by personality diagnosis: A hybrid memory and model-based approach. In: UAI 2000: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence, pp. 473\u2013480. Morgan Kaufmann Publishers Inc., San Francisco (2000)"},{"key":"5_CR49","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1145\/502716.502737","volume-title":"IUI 2002: Proceedings of the 7th international conference on Intelligent user interfaces","author":"A.M. Rashid","year":"2002","unstructured":"Rashid, A.M., Albert, I., Cosley, D., Lam, S.K., McNee, S.M., Konstan, J.A., Riedl, J.: Getting to know you: learning new user preferences in recommender systems. In: IUI 2002: Proceedings of the 7th international conference on Intelligent user interfaces, pp. 127\u2013134. ACM, New York (2002)"},{"key":"5_CR50","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1145\/192844.192905","volume-title":"CSCW 1994: Proceedings of the 1994 ACM conference on Computer supported cooperative work","author":"P. Resnick","year":"1994","unstructured":"Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J.: Grouplens: an open architecture for collaborative filtering of netnews. In: CSCW 1994: Proceedings of the 1994 ACM conference on Computer supported cooperative work, pp. 175\u2013186. ACM, New York (1994)"},{"issue":"3","key":"5_CR51","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1145\/245108.245121","volume":"40","author":"P. Resnick","year":"1997","unstructured":"Resnick, P., Varian, H.R.: Recommender systems. Communications of the ACM\u00a040(3), 56\u201358 (1997)","journal-title":"Communications of the ACM"},{"key":"5_CR52","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Riedl, J.: Application of dimensionality reduction in recommender systems\u2013a case study. In: ACM WebKDD Workshop (2000)","DOI":"10.21236\/ADA439541"},{"key":"5_CR53","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1145\/371920.372071","volume-title":"WWW 2001: Proceedings of the 10th international conference on World Wide Web","author":"B. Sarwar","year":"2001","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Reidl, J.: Item-based collaborative filtering recommendation algorithms. In: WWW 2001: Proceedings of the 10th international conference on World Wide Web, pp. 285\u2013295. ACM, New York (2001)"},{"key":"5_CR54","doi-asserted-by":"crossref","unstructured":"Sarwar, B.M., Karypis, G., Konstan, J.A., Riedl, J.: Analysis of recommendation algorithms for E-commerce. In: ACM Conference on Electronic Commerce, pp. 158\u2013167 (2000)","DOI":"10.1145\/352871.352887"},{"key":"5_CR55","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1145\/336992.337035","volume-title":"EC 1999: Proceedings of the 1st ACM conference on Electronic commerce","author":"J.B. Schafer","year":"1999","unstructured":"Schafer, J.B., Konstan, J., Riedi, J.: Recommender systems in E-commerce. In: EC 1999: Proceedings of the 1st ACM conference on Electronic commerce, pp. 158\u2013166. ACM, New York (1999)"},{"key":"5_CR56","doi-asserted-by":"crossref","unstructured":"Shardanand, U., Maes, P.: Social information filtering: algorithms for automating \u201cword of mouth\u201d. In: CHI 1995: Proceedings of the SIGCHI conference on Human factors in computing systems, New York, USA, pp. 210\u2013217. ACM Press\/Addison-Wesley Publishing Co. (1995)","DOI":"10.1145\/223904.223931"},{"key":"5_CR57","unstructured":"Soboroff, I.M., Nicholas, C.K.: Combining content and collaboration in text filtering. In: Proceedings of the IJCAI 1999 Workshop on Machine Learning for Information Filtering, pp. 86\u201391 (1999)"},{"key":"5_CR58","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1145\/1148170.1148257","volume-title":"SIGIR 2006: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval","author":"J. Wang","year":"2006","unstructured":"Wang, J., de Vries, A.P., Reinders, M.J.T.: Unifying user-based and item-based collaborative filtering approaches by similarity fusion. In: SIGIR 2006: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 501\u2013508. ACM Press, New York (2006)"},{"key":"5_CR59","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1145\/1076034.1076056","volume-title":"SIGIR 2005: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval","author":"G.-R. Xue","year":"2005","unstructured":"Xue, G.-R., Lin, C., Yang, Q., Xi, W., Zeng, H.-J., Yu, Y., Chen, Z.: Scalable collaborative filtering using cluster-based smoothing. In: SIGIR 2005: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 114\u2013121. ACM, New York (2005)"},{"issue":"1","key":"5_CR60","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/TKDE.2004.1264816","volume":"16","author":"K. Yu","year":"2004","unstructured":"Yu, K., Schwaighofer, A., Tresp, V., Xu, X., Kriegel, H.-P.: Probabilistic memory-based collaborative filtering. IEEE Transactions on Knowledge and Data Engineering\u00a016(1), 56\u201369 (2004)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"5_CR61","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1162\/153244302760200641","volume":"2","author":"T. Zhang","year":"2002","unstructured":"Zhang, T., Iyengar, V.S.: Recommender systems using linear classifiers. J. Mach. Learn. Res.\u00a02, 313\u2013334 (2002)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Studies in Computational Intelligence","Web Personalization in Intelligent Environments"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02794-9_5.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:26:31Z","timestamp":1606184791000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02794-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642027932","9783642027949"],"references-count":61,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02794-9_5","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2009]]}}}