Internet-scale collection of human-reviewed data Export

@inproceedings{citeulike:1286356, abstract = {Enterprise and web data processing and content aggregation systems often require extensive use of human-reviewed data (e.g. for training and monitoring machine learning-based applications). Today these needs are often met by in-house efforts or out-sourced offshore contracting. Emerging applications attempt to provide automated collection of human-reviewed data at Internet-scale. We conduct extensive experiments to study the effectiveness of one such application. We also study the feasibility of using Yahoo! Answers, a general question-answering forum, for human-reviewed data collection.}, address = {New York, NY, USA}, author = {Su, Qi and Pavlov, Dmitry and Chow, Jyh H. and Baker, Wendell C.}, booktitle = {WWW '07: Proceedings of the 16th international conference on World Wide Web}, citeulike-article-id = {1286356}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1242572.1242604}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1242572.1242604}, doi = {10.1145/1242572.1242604}, isbn = {978-1-59593-654-7}, keywords = {data, human, metadata, mt, turk}, location = {Banff, Alberta, Canada}, pages = {231--240}, posted-at = {2008-04-25 17:59:33}, priority = {2}, publisher = {ACM}, title = {Internet-scale collection of human-reviewed data}, url = {http://dx.doi.org/10.1145/1242572.1242604}, year = {2007} }

TY - CONF ID - citeulike:1286356 L3 - citeulike-article-id:1286356 N2 - Enterprise and web data processing and content aggregation systems often require extensive use of human-reviewed data (e.g. for training and monitoring machine learning-based applications). Today these needs are often met by in-house efforts or out-sourced offshore contracting. Emerging applications attempt to provide automated collection of human-reviewed data at Internet-scale. We conduct extensive experiments to study the effectiveness of one such application. We also study the feasibility of using Yahoo! Answers, a general question-answering forum, for human-reviewed data collection. CY - Banff, Alberta, Canada SN - 978-1-59593-654-7 AD - New York, NY, USA EP - 240 TI - Internet-scale collection of human-reviewed data PB - ACM T2 - WWW '07: Proceedings of the 16th international conference on World Wide Web SP - 231 KW - data KW - human KW - metadata KW - mt KW - turk AU - Su, Qi AU - Pavlov, Dmitry AU - Chow, Jyh AU - Baker, Wendell PY - 2007/// UR - http://dx.doi.org/10.1145/1242572.1242604 ER -