{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T02:05:22Z","timestamp":1768010722421,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642176524","type":"print"},{"value":"9783642176531","type":"electronic"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"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":[[2010]]},"DOI":"10.1007\/978-3-642-17653-1_4","type":"book-chapter","created":{"date-parts":[[2010,12,6]],"date-time":"2010-12-06T05:50:47Z","timestamp":1291614647000},"page":"48-63","source":"Crossref","is-referenced-by-count":22,"title":["Application of Random Walks to Decentralized Recommender Systems"],"prefix":"10.1007","author":[{"given":"Anne-Marie","family":"Kermarrec","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent","family":"Leroy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Afshin","family":"Moin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christopher","family":"Thraves","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"4_CR1","unstructured":"MovieLens Datasets (2010), http:\/\/www.grouplens.org\/node\/73attachments"},{"key":"4_CR2","unstructured":"Tribler (2010), http:\/\/www.tribler.org"},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Azar, Y., Fiat, A., Karlin, A.R., Mcsherry, F., Saia, J.: Spectral analysis of data. In: ACM Symposium on Theory of Computing, pp. 619\u2013626 (2001)","DOI":"10.1145\/380752.380859"},{"key":"4_CR4","unstructured":"Biau, G., Cadre, B., Rouviere, L.: A stochastic model for collaborative recommendation. The Annals of Statistics (2009)"},{"key":"4_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1007\/978-3-540-24676-3_9","volume-title":"Advances in Cryptology - EUROCRYPT 2004","author":"J. Canny","year":"2004","unstructured":"Canny, J., Sorkin, S.: Practical large-scale distributed key generation. In: Cachin, C., Camenisch, J.L. (eds.) EUROCRYPT 2004. LNCS, vol.\u00a03027, pp. 138\u2013152. Springer, Heidelberg (2004)"},{"issue":"1","key":"4_CR6","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":"4_CR7","doi-asserted-by":"crossref","unstructured":"Herlocker, J.L., Konstan, J.A., Borchers, A., Riedl, J.: An algorithmic framework for performing collaborative filtering. In: ACM SIGIR, pp. 230\u2013237 (1999)","DOI":"10.1145\/312624.312682"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Jamali, M., Ester, M.: Trustwalker: a random walk model for combining trust-based and item-based recommendation. In: ACM SIGKDD, pp. 397\u2013406 (2009)","DOI":"10.1145\/1557019.1557067"},{"key":"4_CR9","doi-asserted-by":"crossref","unstructured":"Jelasity, M., Montresor, A., Babaoglu, O.: T-man: Gossip-based fast overlay topology construction. IJCNC (2009)","DOI":"10.1016\/j.comnet.2009.03.013"},{"issue":"3","key":"4_CR10","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1145\/1275517.1275520","volume":"25","author":"M. Jelasity","year":"2007","unstructured":"Jelasity, M., Voulgaris, S., Guerraoui, R., Kermarrec, A.-M., van Steen, M.: Gossip-based peer sampling. ACM Trans. Comput. Syst.\u00a025(3), 8 (2007)","journal-title":"ACM Trans. Comput. Syst."},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Pazzani, M.J.: A framework for collaborative, content-based and demographic filtering. Artificial Intelligence Review, 393\u2013408 (1999)","DOI":"10.1023\/A:1006544522159"},{"key":"4_CR12","unstructured":"Kermarrec, A.-M., Leroy, V., Moin, A., Thraves, C.: Addressing sparsity in decentralized recommender systems through random walks. Technical report, INRIA (2010)"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Koren, Y.: Factorization meets the neighborhood: a multifaceted collaborative filtering model. In: Proc. of the 14th ACM SIGKDD, pp. 426\u2013434 (2008)","DOI":"10.1145\/1401890.1401944"},{"key":"4_CR14","doi-asserted-by":"crossref","unstructured":"Kumar, R., Raghavan, P., Rajagopalan, S., Tomkins, A.: Recommendation systems: A probabilistic analysis. In: Proc. IEEE Symp. on Foundations of Computer Science (1998)","DOI":"10.1109\/SFCS.1998.743517"},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Linden, G., Smith, B., York, J.: Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Computing, 76\u201380 (2003)","DOI":"10.1109\/MIC.2003.1167344"},{"issue":"3","key":"4_CR16","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1145\/1010614.1010618","volume":"22","author":"B.N. Miller","year":"2004","unstructured":"Miller, B.N., Konstan, J.A., Riedl, J.: Pocketlens: Toward a personal recommender system. ACM Trans. Inf. Syst.\u00a022(3), 437\u2013476 (2004)","journal-title":"ACM Trans. Inf. Syst."},{"key":"4_CR17","unstructured":"Breeze, J.S., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: Uncertainty in Artificial Intelligence (1998)"},{"key":"4_CR18","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Reidl, J.: Item-based collaborative filtering recommendation algorithms. In: World Wide Web, pp. 285\u2013295 (2001)","DOI":"10.1145\/371920.372071"},{"key":"4_CR19","doi-asserted-by":"crossref","unstructured":"Tsoumakos, D., Roussopoulos, N.: Adaptive probabilistic search for peer-to-peer networks. In: P2P, pp. 102\u2013109 (2003)","DOI":"10.1109\/PTP.2003.1231509"},{"key":"4_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1143","DOI":"10.1007\/11549468_125","volume-title":"Euro-Par 2005 Parallel Processing","author":"S. Voulgaris","year":"2005","unstructured":"Voulgaris, S., Steen, M.V.: Epidemic-style management of semantic overlays for content-based searching. In: Cunha, J.C., Medeiros, P.D. (eds.) Euro-Par 2005. LNCS, vol.\u00a03648, pp. 1143\u20131152. Springer, Heidelberg (2005)"},{"key":"4_CR21","doi-asserted-by":"crossref","unstructured":"Yildirim, H., Krishnamoorthy, M.S.: A random walk method for alleviating the sparsity problem in collaborative filtering. In: Proc. of the ACM Conf. on Recommender Systems, pp. 131\u2013138 (2008)","DOI":"10.1145\/1454008.1454031"}],"container-title":["Lecture Notes in Computer Science","Principles of Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-17653-1_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,6]],"date-time":"2019-06-06T20:51:52Z","timestamp":1559854312000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-17653-1_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642176524","9783642176531"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-17653-1_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}