{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:08:22Z","timestamp":1750306102541,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,6,15]],"date-time":"2017-06-15T00:00:00Z","timestamp":1497484800000},"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":[[2017,6,15]]},"DOI":"10.1145\/3084226.3084273","type":"proceedings-article","created":{"date-parts":[[2017,6,9]],"date-time":"2017-06-09T15:52:15Z","timestamp":1497023535000},"page":"308-313","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["On Using Active Learning and Self-training when Mining Performance Discussions on Stack Overflow"],"prefix":"10.1145","author":[{"given":"Markus","family":"Borg","sequence":"first","affiliation":[{"name":"RISE SICS AB, Lund, Sweden"}]},{"given":"Iben","family":"Lennerstad","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science, Lund University, Lund, Sweden"}]},{"given":"Rasmus","family":"Ros","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science, Lund University, Lund, Sweden"}]},{"given":"Elizabeth","family":"Bjarnason","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science, Lund University, Lund, Sweden"}]}],"member":"320","published-online":{"date-parts":[[2017,6,15]]},"reference":[{"volume-title":"Proc. of the 10th Working Conference on Mining Software Repositories. 53--56","author":"Allamanis M.","key":"e_1_3_2_1_1_1","unstructured":"M. Allamanis and C. Sutton . 2013. Why, When, and What: Analyzing Stack Overflow Questions by Topic, Type, and Code . In Proc. of the 10th Working Conference on Mining Software Repositories. 53--56 . M. Allamanis and C. Sutton. 2013. Why, When, and What: Analyzing Stack Overflow Questions by Topic, Type, and Code. In Proc. of the 10th Working Conference on Mining Software Repositories. 53--56."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3115\/1073012.1073017"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-012-9231-y"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/smr.1784"},{"volume-title":"Proc. of the 12th Working Conference on Mining Software Repositories. 422--425","author":"Chowdhury S.","key":"e_1_3_2_1_5_1","unstructured":"S. Chowdhury and A. Hindle . 2015. Mining StackOverflow to Filter out Off-topic IRC Discussion . In Proc. of the 12th Working Conference on Mining Software Repositories. 422--425 . S. Chowdhury and A. Hindle. 2015. Mining StackOverflow to Filter out Off-topic IRC Discussion. In Proc. of the 12th Working Conference on Mining Software Repositories. 422--425."},{"volume-title":"Proc. of the 1st International Workshop on Decision Making in Software Architecture.","author":"Cicchetti A.","key":"e_1_3_2_1_6_1","unstructured":"A. Cicchetti , M. Borg , S Sentilles , K. Wnuk , J. Carlsson , and E. Papatheocharous . 2016. Towards Software Assets Origin Selection Supported by a Knowledge Repository . In Proc. of the 1st International Workshop on Decision Making in Software Architecture. A. Cicchetti, M. Borg, S Sentilles, K. Wnuk, J. Carlsson, and E. Papatheocharous. 2016. Towards Software Assets Origin Selection Supported by a Knowledge Repository. In Proc. of the 1st International Workshop on Decision Making in Software Architecture."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1027\/1614-2241\/a000086"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2008.13"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1882362.1882397"},{"key":"e_1_3_2_1_10_1","first-page":"530","article-title":"Combining Self Learning and Active Learning for Chinese Named Entity Recognition","volume":"5","author":"Lin Y.","year":"2010","unstructured":"Y. Lin , C. Sun , W Xiaolong , and W Xuan . 2010 . Combining Self Learning and Active Learning for Chinese Named Entity Recognition . Journal of Software 5 , 5 (2010), 530 -- 537 . Y. Lin, C. Sun, W Xiaolong, and W Xuan. 2010. Combining Self Learning and Active Learning for Chinese Named Entity Recognition. Journal of Software 5, 5 (2010), 530--537.","journal-title":"Journal of Software"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365324.2365335"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2014.35"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2070821.2070824"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702553"},{"key":"e_1_3_2_1_15_1","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","author":"Pedregosa F.","year":"2011","unstructured":"F. Pedregosa , G. Varoquaux , A. Gramfort , V Michel , B. Thirion , O. Grisel , M. Blondel , P. Prettenhofer , R. Weiss , and V Dubourg . 2011 . Scikit-learn: Machine learning in Python . Journal of Machine Learning Research 12 , Oct (2011), 2825 -- 2830 . F. Pedregosa, G. Varoquaux, A. Gramfort, V Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, and V Dubourg. 2011. Scikit-learn: Machine learning in Python. Journal of Machine Learning Research 12, Oct (2011), 2825--2830.","journal-title":"Journal of Machine Learning Research 12"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2009.36"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2597073.2597077"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2012.181"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"P. Runeson M. H\u00f6st A. Rainer and B. Regnell. 2012. Case Study Research in Software Engineering. Guidelines and Examples. Wiley.   P. Runeson M. H\u00f6st A. Rainer and B. Regnell. 2012. Case Study Research in Software Engineering. Guidelines and Examples. Wiley.","DOI":"10.1002\/9781118181034"},{"key":"e_1_3_2_1_21_1","volume-title":"Proc. of the Conference on Empirical Methods in Natural Language Processing. 1467--1478","author":"Settles B.","year":"2011","unstructured":"B. Settles . 2011 . Closing the Loop: Fast, Interactive Semi-supervised Annotation with Queries on Features and Instances . In Proc. of the Conference on Empirical Methods in Natural Language Processing. 1467--1478 . B. Settles. 2011. Closing the Loop: Fast, Interactive Semi-supervised Annotation with Queries on Features and Instances. In Proc. of the Conference on Empirical Methods in Natural Language Processing. 1467--1478."},{"key":"e_1_3_2_1_22_1","volume-title":"Proc. of the JMRL Workshop on Active Learning and Experimental Design.","author":"Settles B.","year":"2011","unstructured":"B. Settles . 2011 . From Theories to Queries: Active Learning in Practice . In Proc. of the JMRL Workshop on Active Learning and Experimental Design. B. Settles. 2011. From Theories to Queries: Active Learning in Practice. In Proc. of the JMRL Workshop on Active Learning and Experimental Design."},{"volume-title":"Proc. of the 13th Working IEEE\/IFIP Conference on Software Architecture. 128--133","author":"Soliman M.","key":"e_1_3_2_1_23_1","unstructured":"M. Soliman , M. Galster , A. Salama , and M. Riebisch . 2016. Architectural Knowledge for Technology Decisions in Developer Communities: An Exploratory Study with StackOverflow . In Proc. of the 13th Working IEEE\/IFIP Conference on Software Architecture. 128--133 . M. Soliman, M. Galster, A. Salama, and M. Riebisch. 2016. Architectural Knowledge for Technology Decisions in Developer Communities: An Exploratory Study with StackOverflow. In Proc. of the 13th Working IEEE\/IFIP Conference on Software Architecture. 128--133."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISWC.2008.4911590"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2012.116"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985907"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/211359"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"C.\n      Wohlin K.\n      Wnuk D.\n      Smite U.\n      Franke D.\n      Badampudi and \n      A.\n      Cicchetti\n  . \n  2016\n  . Supporting Strategic Decision-Making for Selection of Software Assets. In Software Business A. Maglyas and AL. Lamprecht (Eds.). Number 240 in \n  Lecture Notes in Business Information Processing\n  . \n  Springer Cham 1--15.  C. Wohlin K. Wnuk D. Smite U. Franke D. Badampudi and A. Cicchetti. 2016. Supporting Strategic Decision-Making for Selection of Software Assets. In Software Business A. Maglyas and AL. Lamprecht (Eds.). Number 240 in Lecture Notes in Business Information Processing. Springer Cham 1--15.","DOI":"10.1007\/978-3-319-40515-5_1"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3115\/981658.981684"},{"key":"e_1_3_2_1_30_1","volume-title":"Proc. of the 12th Working Conference on Mining Software Repositories.","author":"Ying A.","year":"2015","unstructured":"A. Ying . 2015 . Mining Challenge 2015: Comparing and Combining Different Information Sources on the Stack Overflow Data Set . In Proc. of the 12th Working Conference on Mining Software Repositories. A. Ying. 2015. Mining Challenge 2015: Comparing and Combining Different Information Sources on the Stack Overflow Data Set. In Proc. of the 12th Working Conference on Mining Software Repositories."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2015.2493887"}],"event":{"name":"EASE'17: Evaluation and Assessment in Software Engineering","sponsor":["School of Computing, BTH Blekinge Institute of Technology - School of Computing"],"location":"Karlskrona Sweden","acronym":"EASE'17"},"container-title":["Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3084226.3084273","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3084226.3084273","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:30:36Z","timestamp":1750217436000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3084226.3084273"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,15]]},"references-count":30,"alternative-id":["10.1145\/3084226.3084273","10.1145\/3084226"],"URL":"https:\/\/doi.org\/10.1145\/3084226.3084273","relation":{},"subject":[],"published":{"date-parts":[[2017,6,15]]},"assertion":[{"value":"2017-06-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}