{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:32:01Z","timestamp":1750307521767,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,6,28]],"date-time":"2009-06-28T00:00:00Z","timestamp":1246147200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,6,28]]},"DOI":"10.1145\/1600150.1600165","type":"proceedings-article","created":{"date-parts":[[2009,9,8]],"date-time":"2009-09-08T12:53:09Z","timestamp":1252414389000},"page":"40-43","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["From active towards InterActive learning"],"prefix":"10.1145","author":[{"given":"Abraham","family":"Bernstein","sequence":"first","affiliation":[{"name":"University of Zurich, Z\u00fcrich, Switzerland"}]},{"given":"Jiwen","family":"Li","sequence":"additional","affiliation":[{"name":"University of Zurich, Z\u00fcrich, Switzerland"}]}],"member":"320","published-online":{"date-parts":[[2009,6,28]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022689900470"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1086\/209080"},{"key":"e_1_3_2_1_3_1","volume-title":"The Architecture of Cognition Harvard University Press","author":"Anderson J. R.","year":"1983","unstructured":"Anderson , J. R. The Architecture of Cognition Harvard University Press , Cambridge, MA , 1983 . Anderson, J. R. The Architecture of Cognition Harvard University Press, Cambridge, MA, 1983."},{"key":"e_1_3_2_1_4_1","volume-title":"Thinking AND Deciding Cambridge University Press","author":"Baron J.","year":"1998","unstructured":"Baron , J. Thinking AND Deciding Cambridge University Press , 1998 . Baron, J. Thinking AND Deciding Cambridge University Press, 1998."},{"key":"e_1_3_2_1_5_1","volume-title":"Query learning can work poorly when a human oracle is used,\" International Joint Conference in Neural Networks (IJCNN'92)","author":"Baum E. B.","year":"1992","unstructured":"Baum , E. B. , and Lang , K . \" Query learning can work poorly when a human oracle is used,\" International Joint Conference in Neural Networks (IJCNN'92) , Beijing, China , 1992 . Baum, E. B., and Lang, K. \"Query learning can work poorly when a human oracle is used,\" International Joint Conference in Neural Networks (IJCNN'92), Beijing, China, 1992."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1600150.1600165"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.2307\/2346806"},{"key":"e_1_3_2_1_8_1","first-page":"144","volume-title":"Generating Accurate Rule Sets Without Global Optimization,\" The Fifteenth International Conference in Machine Learning (ICML)","author":"Frank E.","year":"1998","unstructured":"Frank , E. , and Witten , I. H . \" Generating Accurate Rule Sets Without Global Optimization,\" The Fifteenth International Conference in Machine Learning (ICML) , Morgan Kaufmann Publishers , Madison, WI , 1998 , pp. 144 -- 151 . Frank, E., and Witten, I. H. \"Generating Accurate Rule Sets Without Global Optimization,\" The Fifteenth International Conference in Machine Learning (ICML), Morgan Kaufmann Publishers, Madison, WI, 1998, pp. 144--151."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1086\/346245"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1086\/209225"},{"key":"e_1_3_2_1_11_1","volume-title":"Principal Component Analysis Springer","author":"Jolliffe I. T.","year":"2002","unstructured":"Jolliffe , I. T. Principal Component Analysis Springer ; 2 nd edition, 2002 . Jolliffe, I. T. Principal Component Analysis Springer; 2nd edition, 2002.","edition":"2"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809477","volume-title":"Judgment under uncertainty: Heuristics and biases Cambridge University Press","author":"Kahneman D.","year":"1982","unstructured":"Kahneman , D. , Slovic , P. , and Tversky , A . Judgment under uncertainty: Heuristics and biases Cambridge University Press , 1982 . Kahneman, D., Slovic, P., and Tversky, A. Judgment under uncertainty: Heuristics and biases Cambridge University Press, 1982."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(87)90050-6"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(92)90008-7"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0043158"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1177\/002224379703400309"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000011806.12374.c3"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401965"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1980.1056150"},{"key":"e_1_3_2_1_20_1","volume-title":"Selecting Good Models","author":"Smyth P.","year":"1995","unstructured":"Smyth , P. \" Learning with probabilistic supervision.\" In Computational Learning Theory and Natural Learning Systems. Vol. III : Selecting Good Models , T. Petsche, Ed. MIT Press , Apr. 1995 . Smyth, P. \"Learning with probabilistic supervision.\" In Computational Learning Theory and Natural Learning Systems. Vol. III: Selecting Good Models, T. Petsche, Ed. MIT Press, Apr. 1995."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(96)00105-5"},{"key":"e_1_3_2_1_22_1","first-page":"109","volume-title":"Knowledge discovery in large image databases: Dealing with uncertainties in ground truth.\" In Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94)","author":"Smyth P.","year":"1994","unstructured":"Smyth , P. , Burl , M. C , Fayyad , U. M. , and Perona , P . \" Knowledge discovery in large image databases: Dealing with uncertainties in ground truth.\" In Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94) 1994 , pp 109 -- 120 . Smyth, P., Burl, M. C, Fayyad, U. M., and Perona, P. \"Knowledge discovery in large image databases: Dealing with uncertainties in ground truth.\" In Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94) 1994, pp 109--120."},{"key":"e_1_3_2_1_23_1","first-page":"1085","article-title":"Inferring ground truth from subjective labeling of Venus images","author":"Smyth P.","year":"1994","unstructured":"Smyth , P. , Burl , M. C. , Fayyad , U. M. , and Perona , P . \" Inferring ground truth from subjective labeling of Venus images .\" In NIPS 1994 , pp 1085 -- 1092 . Smyth, P., Burl, M. C., Fayyad, U. M., and Perona, P. \"Inferring ground truth from subjective labeling of Venus images.\" In NIPS 1994, pp 1085--1092.","journal-title":"NIPS"}],"event":{"name":"KDD09: The 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","Microsoft Research Microsoft Research","Carnegie Mellon"],"location":"Paris France","acronym":"KDD09"},"container-title":["Proceedings of the ACM SIGKDD Workshop on Human Computation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1600150.1600165","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1600150.1600165","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:18:16Z","timestamp":1750249096000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1600150.1600165"}},"subtitle":["using consideration information to improve labeling correctness"],"short-title":[],"issued":{"date-parts":[[2009,6,28]]},"references-count":23,"alternative-id":["10.1145\/1600150.1600165","10.1145\/1600150"],"URL":"https:\/\/doi.org\/10.1145\/1600150.1600165","relation":{},"subject":[],"published":{"date-parts":[[2009,6,28]]},"assertion":[{"value":"2009-06-28","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}