{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T11:46:24Z","timestamp":1725795984502},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319087856"},{"type":"electronic","value":"9783319087863"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-08786-3_40","type":"book-chapter","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T02:10:42Z","timestamp":1403143842000},"page":"447-458","source":"Crossref","is-referenced-by-count":5,"title":["Graph-Based Recommendations: Make the Most Out of Social Data"],"prefix":"10.1007","author":[{"given":"Amit","family":"Tiroshi","sequence":"first","affiliation":[]},{"given":"Shlomo","family":"Berkovsky","sequence":"additional","affiliation":[]},{"given":"Mohamed Ali","family":"Kaafar","sequence":"additional","affiliation":[]},{"given":"David","family":"Vallet","sequence":"additional","affiliation":[]},{"given":"Tsvi","family":"Kuflik","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2-3","key":"40_CR1","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s11257-012-9131-2","volume":"23","author":"F. Abel","year":"2013","unstructured":"Abel, F., Herder, E., Houben, G.-J., Henze, N., Krause, D.: Cross-system user modeling and personalization on the social web. User Model. User-Adapt. Interact.\u00a023(2-3), 169\u2013209 (2013)","journal-title":"User Model. User-Adapt. Interact."},{"key":"40_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/11768012_4","volume-title":"Adaptive Hypermedia and Adaptive Web-Based Systems","author":"S. Berkovsky","year":"2006","unstructured":"Berkovsky, S., Kuflik, T., Ricci, F.: Cross-technique mediation of user models. In: Wade, V.P., Ashman, H., Smyth, B. (eds.) AH 2006. LNCS, vol.\u00a04018, pp. 21\u201330. Springer, Heidelberg (2006)"},{"doi-asserted-by":"crossref","unstructured":"Cantador, I., Brusilovsky, P., Kuflik, T.: Second workshop on information heterogeneity and fusion in recommender systems. In: RecSys (2011)","key":"40_CR3","DOI":"10.1145\/2043932.2044016"},{"issue":"1","key":"40_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.websem.2010.10.001","volume":"9","author":"I. Cantador","year":"2011","unstructured":"Cantador, I., Konstas, I., Jose, J.M.: Categorising social tags to improve folksonomy-based recommendations. J. Web Sem.\u00a09(1), 1\u201315 (2011)","journal-title":"J. Web Sem."},{"doi-asserted-by":"crossref","unstructured":"Chen, T., Kaafar, M.A., Friedman, A., Boreli, R.: Is more always merrier?: A deep dive into online social footprints. In: WOSN, pp. 67\u201372. ACM (2012)","key":"40_CR5","DOI":"10.1145\/2342549.2342565"},{"doi-asserted-by":"crossref","unstructured":"Cremonesi, P., Koren, Y., Turrin, R.: Performance of recommender algorithms on top-n recommendation tasks. In: RecSys, pp. 39\u201346 (2010)","key":"40_CR6","DOI":"10.1145\/1864708.1864721"},{"doi-asserted-by":"crossref","unstructured":"Freyne, J., Berkovsky, S., Daly, E.M., Geyer, W.: Social networking feeds: recommending items of interest. In: RecSys, pp. 277\u2013280 (2010)","key":"40_CR7","DOI":"10.1145\/1864708.1864766"},{"key":"40_CR8","doi-asserted-by":"publisher","first-page":"1189","DOI":"10.1214\/aos\/1013203451","volume":"29","author":"J.H. Friedman","year":"2000","unstructured":"Friedman, J.H.: Greedy function approximation: A gradient boosting machine. Annals of Statistics\u00a029, 1189\u20131232 (2000)","journal-title":"Annals of Statistics"},{"doi-asserted-by":"crossref","unstructured":"Groh, G., Birnkammerer, S., K\u00f6llhofer, V.: Social recommender systems. In: Recommender Systems for the Social Web, pp. 3\u201342. Springer (2012)","key":"40_CR9","DOI":"10.1007\/978-3-642-25694-3_1"},{"doi-asserted-by":"crossref","unstructured":"Guy, I., Zwerdling, N., Ronen, I., Carmel, D., Uziel, E.: Social media recommendation based on people and tags. In: SIGIR, pp. 194\u2013201 (2010)","key":"40_CR10","DOI":"10.1145\/1835449.1835484"},{"issue":"1-2","key":"40_CR11","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1080\/10588160902816702","volume":"12","author":"J. Haupt","year":"2009","unstructured":"Haupt, J.: Last.fm: People-powered online radio. Music Reference Services Quarterly\u00a012(1-2), 23\u201324 (2009)","journal-title":"Music Reference Services Quarterly"},{"doi-asserted-by":"crossref","unstructured":"Konstas, I., Stathopoulos, V., Jose, J.M.: On social networks and collaborative recommendation. In: SIGIR, pp. 195\u2013202 (2009)","key":"40_CR12","DOI":"10.1145\/1571941.1571977"},{"doi-asserted-by":"crossref","unstructured":"G.\u00a0Shani and A.\u00a0Gunawardana. Evaluating recommendation systems. In Recommender Systems Handbook, pages 257\u2013297. 2011.","key":"40_CR13","DOI":"10.1007\/978-0-387-85820-3_8"},{"issue":"2-3","key":"40_CR14","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/s11257-012-9128-x","volume":"23","author":"B. Shapira","year":"2013","unstructured":"Shapira, B., Rokach, L., Freilikhman, S.: Facebook single and cross domain data for recommendation systems. User Modeling and User-Adapted Interaction\u00a023(2-3), 211\u2013247 (2013)","journal-title":"User Modeling and User-Adapted Interaction"},{"doi-asserted-by":"crossref","unstructured":"Tiroshi, A., Berkovsky, S., Kaafar, M.A., Chen, T., Kuflik, T.: Cross social networks interests predictions based ongraph features. In: RecSys, pp. 319\u2013322. ACM (2013)","key":"40_CR15","DOI":"10.1145\/2507157.2507206"},{"doi-asserted-by":"crossref","unstructured":"Tiroshi, A., Berkovsky, S., Kaafar, M.A., Vallet, D., Chen, T., Kuflik, T.: Improving business rating predictions using graph based features. In: IUI, pp. 319\u2013326. ACM (2014)","key":"40_CR16","DOI":"10.1145\/2557500.2557526"}],"container-title":["Lecture Notes in Computer Science","User Modeling, Adaptation, and Personalization"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-08786-3_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,26]],"date-time":"2019-05-26T23:18:56Z","timestamp":1558912736000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-08786-3_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319087856","9783319087863"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-08786-3_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}