{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T19:29:13Z","timestamp":1768591753544,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2006,8,20]]},"DOI":"10.1145\/1150402.1150490","type":"proceedings-article","created":{"date-parts":[[2006,10,18]],"date-time":"2006-10-18T18:04:00Z","timestamp":1161194640000},"page":"699-705","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":98,"title":["Na\u00efve filterbots for robust cold-start recommendations"],"prefix":"10.1145","author":[{"given":"Seung-Taek","family":"Park","sequence":"first","affiliation":[{"name":"Yahoo! Research, Burbank, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Pennock","sequence":"additional","affiliation":[{"name":"Yahoo! Research, New York, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omid","family":"Madani","sequence":"additional","affiliation":[{"name":"Yahoo! Research, Burbank, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nathan","family":"Good","sequence":"additional","affiliation":[{"name":"Yahoo! Research, Berkeley, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dennis","family":"DeCoste","sequence":"additional","affiliation":[{"name":"Yahoo! Research, Burbank, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2006,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/312129.312230"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245124"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1008992.1009115"},{"key":"e_1_3_2_1_4_1","first-page":"714","volume-title":"AAAI\/IAAI","author":"Basu C.","year":"1998","unstructured":"C. Basu , H. Hirsh , and W. W. Cohen . Recommendation as classification: Using social and content-based information in recommendation . In AAAI\/IAAI , pages 714 -- 720 , 1998 . C. Basu, H. Hirsh, and W. W. Cohen. Recommendation as classification: Using social and content-based information in recommendation. In AAAI\/IAAI, pages 714--720, 1998."},{"key":"e_1_3_2_1_5_1","first-page":"46","volume-title":"ICML","author":"Billsus D.","year":"1998","unstructured":"D. Billsus and M. J. Pazzani . Learning collaborative information filters . In ICML , pages 46 -- 54 , 1998 . D. Billsus and M. J. Pazzani. Learning collaborative information filters. In ICML, pages 46--54, 1998."},{"key":"e_1_3_2_1_6_1","first-page":"43","volume-title":"UAI","author":"Breese J. S.","year":"1998","unstructured":"J. S. Breese , D. Heckerman , and C. Kadie . Empirical analysis of predictive algorithms for collaborative filtering . In UAI , pages 43 -- 52 , 1998 . J. S. Breese, D. Heckerman, and C. Kadie. Empirical analysis of predictive algorithms for collaborative filtering. In UAI, pages 43--52, 1998."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011419012209"},{"key":"e_1_3_2_1_9_1","first-page":"439","volume-title":"AAAI\/IAAI","author":"Good N.","year":"1999","unstructured":"N. Good , J. B. Schafer , J. A. Konstan , A. Borchers , B. M. Sarwar , J. L. Herlocker , and J. Riedl . Combining collaborative filtering with personal agents for better recommendations . In AAAI\/IAAI , pages 439 -- 446 , 1999 . N. Good, J. B. Schafer, J. A. Konstan, A. Borchers, B. M. Sarwar, J. L. Herlocker, and J. Riedl. Combining collaborative filtering with personal agents for better recommendations. In AAAI\/IAAI, pages 439--446, 1999."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312682"},{"key":"e_1_3_2_1_11_1","first-page":"688","volume-title":"IJCAI","author":"Hofmann T.","year":"1999","unstructured":"T. Hofmann and J. Puzicha . Latent class models for collaborative filtering . In IJCAI , pages 688 -- 693 , 1999 . T. Hofmann and J. Puzicha. Latent class models for collaborative filtering. In IJCAI, pages 688--693, 1999."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963775"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/502585.502627"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245126"},{"key":"e_1_3_2_1_15_1","volume-title":"Collaborative filtering: A machine learning perspective. Master's thesis","author":"Marlin B.","unstructured":"B. Marlin . Collaborative filtering: A machine learning perspective. Master's thesis , University of Toronto, Computer Science Department . B. Marlin. Collaborative filtering: A machine learning perspective. Master's thesis, University of Toronto, Computer Science Department."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1008992.1009050"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/1759957.1759988"},{"key":"e_1_3_2_1_18_1","volume-title":"AAAI","author":"Melville P.","year":"2002","unstructured":"P. Melville , R. Mooney , and R. Nagarajan . Content-boosted collaborative filtering . In AAAI , 2002 . P. Melville, R. Mooney, and R. Nagarajan. Content-boosted collaborative filtering. In AAAI, 2002."},{"key":"e_1_3_2_1_19_1","first-page":"219","volume-title":"USENIX annual technical conference","author":"Miller B. N.","year":"1997","unstructured":"B. N. Miller , J. T. Riedl , and J. A. Konstan . Experience with grouplens: Making usenet useful again . In USENIX annual technical conference , pages 219 -- 231 , 1997 . B. N. Miller, J. T. Riedl, and J. A. Konstan. Experience with grouplens: Making usenet useful again. In USENIX annual technical conference, pages 219--231, 1997."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/1764967.1765055"},{"key":"e_1_3_2_1_21_1","volume-title":"AAAI Workshop on Intelligent Techniques for Web Personalization (ITWP 2006)","author":"Park S.-T.","year":"2006","unstructured":"S.-T. Park , D. M. Pennock , and D. DeCoste . Applying collaborative filtering techniques to movie search for better ranking and browsing . In AAAI Workshop on Intelligent Techniques for Web Personalization (ITWP 2006) , 2006 . S.-T. Park, D. M. Pennock, and D. DeCoste. Applying collaborative filtering techniques to movie search for better ranking and browsing. In AAAI Workshop on Intelligent Techniques for Web Personalization (ITWP 2006), 2006."},{"key":"e_1_3_2_1_22_1","volume-title":"YRL-2005-058","author":"Park S.-T.","year":"2005","unstructured":"S.-T. Park , D. M. Pennock , O. Madani , N. Good , and D. DeCoste . Naive filterbots for robust cold-start recommendations. Technical report , YRL-2005-058 , Nov 2005 . S.-T. Park, D. M. Pennock, O. Madani, N. Good, and D. DeCoste. Naive filterbots for robust cold-start recommendations. Technical report, YRL-2005-058, Nov 2005."},{"key":"e_1_3_2_1_23_1","first-page":"473","volume-title":"UAI","author":"Pennock D.","year":"2000","unstructured":"D. Pennock , E. Horvitz , S. Lawrence , and C. L. Giles . Collaborative filtering by personality diagnosis: A hybrid memory- and model-based approach . In UAI , pages 473 -- 480 , 2000 . D. Pennock, E. Horvitz, S. Lawrence, and C. L. Giles. Collaborative filtering by personality diagnosis: A hybrid memory- and model-based approach. In UAI, pages 473--480, 2000."},{"key":"e_1_3_2_1_24_1","first-page":"437","volume-title":"UAI","author":"Popescul A.","year":"2001","unstructured":"A. Popescul , L. Ungar , D. Pennock , and S. Lawrence . Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments . In UAI , pages 437 -- 444 , 2001 . A. Popescul, L. Ungar, D. Pennock, and S. Lawrence. Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments. In UAI, pages 437--444, 2001."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/502716.502737"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102441"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.21236\/ADA439541"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223931"},{"key":"e_1_3_2_1_31_1","volume-title":"Workshop on Recommendation Systems at AAAI","author":"Ungar L.","year":"1998","unstructured":"L. Ungar and D. Foster . Clustering methods for collaborative filtering . In Workshop on Recommendation Systems at AAAI , 1998 . L. Ungar and D. Foster. Clustering methods for collaborative filtering. In Workshop on Recommendation Systems at AAAI, 1998."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223929"}],"event":{"name":"KDD06: The 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"Philadelphia PA USA","acronym":"KDD06","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","ACM Association for Computing Machinery"]},"container-title":["Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1150402.1150490","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,8]],"date-time":"2023-01-08T04:29:06Z","timestamp":1673152146000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1150402.1150490"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,8,20]]},"references-count":32,"alternative-id":["10.1145\/1150402.1150490","10.1145\/1150402"],"URL":"https:\/\/doi.org\/10.1145\/1150402.1150490","relation":{},"subject":[],"published":{"date-parts":[[2006,8,20]]},"assertion":[{"value":"2006-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}