{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T10:39:13Z","timestamp":1725791953612},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319058122"},{"type":"electronic","value":"9783319058139"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-05813-9_29","type":"book-chapter","created":{"date-parts":[[2014,4,16]],"date-time":"2014-04-16T07:57:50Z","timestamp":1397635070000},"page":"438-452","source":"Crossref","is-referenced-by-count":7,"title":["Cost Reduction for Web-Based Data Imputation"],"prefix":"10.1007","author":[{"given":"Zhixu","family":"Li","sequence":"first","affiliation":[]},{"given":"Shuo","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Qing","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Xiangliang","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"29_CR1","doi-asserted-by":"crossref","unstructured":"Agichtein, E., Gravano, L.: Snowball: Extracting relations from large plain-text collections. In: ACM DL, pp. 85\u201394 (2000)","DOI":"10.1145\/336597.336644"},{"issue":"4","key":"29_CR2","doi-asserted-by":"publisher","first-page":"948","DOI":"10.1093\/biomet\/86.4.948","volume":"86","author":"J. Barnard","year":"1999","unstructured":"Barnard, J., Rubin, D.: Small-sample degrees of freedom with multiple imputation. Biometrika\u00a086(4), 948\u2013955 (1999)","journal-title":"Biometrika"},{"issue":"5-6","key":"29_CR3","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1080\/713827181","volume":"17","author":"G. Batista","year":"2003","unstructured":"Batista, G., Monard, M.: An analysis of four missing data treatment methods for supervised learning. Applied Artificial Intelligence\u00a017(5-6), 519\u2013533 (2003)","journal-title":"Applied Artificial Intelligence"},{"key":"29_CR4","doi-asserted-by":"crossref","unstructured":"Chaudhuri, S.: What next?: A half-dozen data management research goals for big data and the cloud. In: PODS, pp. 1\u20134 (2012)","DOI":"10.1145\/2213556.2213558"},{"key":"29_CR5","doi-asserted-by":"crossref","unstructured":"Cohen, W., Sarawagi, S.: Exploiting dictionaries in named entity extraction: Combining semi-markov extraction processes and data integration methods. In: ACM SIGKDD, pp. 89\u201398 (2004)","DOI":"10.1145\/1014052.1014065"},{"key":"29_CR6","doi-asserted-by":"crossref","unstructured":"Cormode, G., Golab, L., Flip, K., McGregor, A., Srivastava, D., Zhang, X.: Estimating the confidence of conditional functional dependencies. In: SIGMOD, pp. 469\u2013482 (2009)","DOI":"10.1145\/1559845.1559895"},{"issue":"1","key":"29_CR7","first-page":"1078","volume":"2","author":"H. Elmeleegy","year":"2009","unstructured":"Elmeleegy, H., Madhavan, J., Halevy, A.: Harvesting relational tables from lists on the web. PVLDB\u00a02(1), 1078\u20131089 (2009)","journal-title":"PVLDB"},{"key":"29_CR8","doi-asserted-by":"crossref","unstructured":"Finkel, J., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: ACL, pp. 363\u2013370 (2005)","DOI":"10.3115\/1219840.1219885"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Gomadam, K., Yeh, P.Z., Verma, K.: Data enrichment using data sources on the web. In: 2012 AAAI Spring Symposium Series (2012)","DOI":"10.1109\/SE.2012.17"},{"issue":"3","key":"29_CR10","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1111\/0824-7935.00155","volume":"17","author":"J. Grzymala-Busse","year":"2001","unstructured":"Grzymala-Busse, J., Grzymala-Busse, W., Goodwin, L.: Coping with missing attribute values based on closest fit in preterm birth data: A rough set approach. Computational Intelligence\u00a017(3), 425\u2013434 (2001)","journal-title":"Computational Intelligence"},{"key":"29_CR11","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1007\/3-540-45554-X_46","volume-title":"Rough Sets and Current Trends in Computing","author":"J.W. Grzyma\u0142a-Busse","year":"2001","unstructured":"Grzyma\u0142a-Busse, J.W., Hu, M.: A comparison of several approaches to missing attribute values in data mining. In: Ziarko, W.P., Yao, Y. (eds.) RSCTC 2000. LNCS (LNAI), vol.\u00a02005, pp. 378\u2013385. Springer, Heidelberg (2001)"},{"key":"29_CR12","doi-asserted-by":"crossref","unstructured":"Gummadi, R., Khulbe, A., Kalavagattu, A., Salvi, S., Kambhampati, S.: Smartint: Using mined attribute dependencies to integrate fragmented web databases. Journal of Intelligent Information Systems, 1\u201325 (2012)","DOI":"10.1145\/1963192.1963219"},{"issue":"1","key":"29_CR13","first-page":"289","volume":"2","author":"R. Gupta","year":"2009","unstructured":"Gupta, R., Sarawagi, S.: Answering table augmentation queries from unstructured lists on the web. PVLDB\u00a02(1), 289\u2013300 (2009)","journal-title":"PVLDB"},{"key":"29_CR14","unstructured":"Koutrika, G.: Entity Reconstruction: Putting the pieces of the puzzle back together. HP Labs, Palo Alto, USA (2012)"},{"key":"29_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1007\/978-3-642-35063-4_18","volume-title":"Web Information Systems Engineering - WISE 2012","author":"Z. Li","year":"2012","unstructured":"Li, Z., Sharaf, M.A., Sitbon, L., Sadiq, S., Indulska, M., Zhou, X.: Webput: Efficient web-based data imputation. In: Wang, X.S., Cruz, I., Delis, A., Huang, G. (eds.) WISE 2012. LNCS, vol.\u00a07651, pp. 243\u2013256. Springer, Heidelberg (2012)"},{"key":"29_CR16","doi-asserted-by":"crossref","unstructured":"Li, Z., Sharaf, M.A., Sitbon, L., Sadiq, S., Indulska, M., Zhou, X.: A web-based approach to data imputation. In: WWW (2013)","DOI":"10.1007\/s11280-013-0263-z"},{"key":"29_CR17","unstructured":"Lin, W., Yangarber, R., Grishman, R.: Bootstrapped learning of semantic classes from positive and negative examples. In: ICML Workshop on The Continuum from Labeled to Unlabeled Data, vol.\u00a01, p. 21 (2003)"},{"issue":"4","key":"29_CR18","first-page":"285","volume":"2","author":"N. Littlestone","year":"1988","unstructured":"Littlestone, N.: Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning\u00a02(4), 285\u2013318 (1988)","journal-title":"Machine Learning"},{"key":"29_CR19","unstructured":"Loshin, D.: The Data Quality Business Case: Projecting Return on Investment. Informatica (2006)"},{"key":"29_CR20","doi-asserted-by":"crossref","unstructured":"Pantel, P., Crestan, E., Borkovsky, A., Popescu, A., Vyas, V.: Web-scale distributional similarity and entity set expansion. In: EMNLP, pp. 938\u2013947 (2009)","DOI":"10.3115\/1699571.1699635"},{"key":"29_CR21","unstructured":"Quinlan, J.: C4. 5: Programs for machine learning. Morgan kaufmann (1993)"},{"key":"29_CR22","unstructured":"Wu, C., Wun, C., Chou, H.: Using association rules for completing missing data. In: HIS, pp. 236\u2013241 (2004)"},{"key":"29_CR23","doi-asserted-by":"crossref","unstructured":"Yakout, M., Ganjam, K., Chakrabarti, K., Chaudhuri, S.: Infogather: Entity augmentation and attribute discovery by holistic matching with web tables. In: SIGMOD, pp. 97\u2013108. ACM (2012)","DOI":"10.1145\/2213836.2213848"},{"issue":"1","key":"29_CR24","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1007\/s10489-009-0207-6","volume":"35","author":"S. Zhang","year":"2011","unstructured":"Zhang, S.: Shell-neighbor method and its application in missing data imputation. Applied Intelligence\u00a035(1), 123\u2013133 (2011)","journal-title":"Applied Intelligence"},{"issue":"11","key":"29_CR25","doi-asserted-by":"publisher","first-page":"2541","DOI":"10.1016\/j.jss.2012.05.073","volume":"85","author":"S. Zhang","year":"2012","unstructured":"Zhang, S.: Nearest neighbor selection for iteratively knn imputation. Journal of Systems and Software\u00a085(11), 2541\u20132552 (2012)","journal-title":"Journal of Systems and Software"},{"issue":"1","key":"29_CR26","first-page":"110","volume":"23","author":"X. Zhu","year":"2011","unstructured":"Zhu, X., Zhang, S., Jin, Z., Zhang, Z., Xu, Z.: Missing value estimation for mixed-attribute data sets. IEEE TKDE\u00a023(1), 110\u2013121 (2011)","journal-title":"IEEE TKDE"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-05813-9_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,26]],"date-time":"2019-05-26T12:01:29Z","timestamp":1558872089000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-05813-9_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319058122","9783319058139"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-05813-9_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}