{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:46:33Z","timestamp":1761648393507,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2016,8,25]],"date-time":"2016-08-25T00:00:00Z","timestamp":1472083200000},"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":[[2016,8,25]]},"DOI":"10.1145\/2970276.2970357","type":"proceedings-article","created":{"date-parts":[[2016,8,26]],"date-time":"2016-08-26T12:40:09Z","timestamp":1472215209000},"page":"51-62","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":112,"title":["Predicting semantically linkable knowledge in developer online forums via convolutional neural network"],"prefix":"10.1145","author":[{"given":"Bowen","family":"Xu","sequence":"first","affiliation":[{"name":"Zhejiang University, China"}]},{"given":"Deheng","family":"Ye","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}]},{"given":"Zhenchang","family":"Xing","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}]},{"given":"Xin","family":"Xia","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}]},{"given":"Guibin","family":"Chen","sequence":"additional","affiliation":[{"name":"Nanyang Technological University, Singapore"}]},{"given":"Shanping","family":"Li","sequence":"additional","affiliation":[{"name":"Zhejiang University, China"}]}],"member":"320","published-online":{"date-parts":[[2016,8,25]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"How are related questions selected? http:\/\/meta.stackexchange.com\/questions\/20473.  How are related questions selected? http:\/\/meta.stackexchange.com\/questions\/20473."},{"key":"e_1_3_2_1_2_1","unstructured":"How to ask a good question? http:\/\/stackoverflow.com\/help\/how-to-ask.  How to ask a good question? http:\/\/stackoverflow.com\/help\/how-to-ask."},{"key":"e_1_3_2_1_3_1","volume-title":"Springer","author":"Al Hasan M.","year":"2011","unstructured":"M. Al Hasan and M. J. Zaki . A survey of link prediction in social networks. In Social network data analytics, pages 243\u2013275 . Springer , 2011 . M. Al Hasan and M. J. Zaki. A survey of link prediction in social networks. In Social network data analytics, pages 243\u2013275. Springer, 2011."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.509"},{"key":"e_1_3_2_1_5_1","volume-title":"Latent dirichlet allocation. the Journal of machine Learning research, 3:993\u20131022","author":"Blei D. M.","year":"2003","unstructured":"D. M. Blei , A. Y. Ng , and M. I. Jordan . Latent dirichlet allocation. the Journal of machine Learning research, 3:993\u20131022 , 2003 . D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. the Journal of machine Learning research, 3:993\u20131022, 2003."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K15-1013"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature06830"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1921632.1921636"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518736"},{"key":"e_1_3_2_1_10_1","first-page":"323","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Glorot X.","year":"2011","unstructured":"X. Glorot , A. Bordes , and Y. Bengio . Deep sparse rectifier neural networks . In International Conference on Artificial Intelligence and Statistics , pages 315\u2013 323 , 2011 . X. Glorot, A. Bordes, and Y. Bengio. Deep sparse rectifier neural networks. In International Conference on Artificial Intelligence and Statistics, pages 315\u2013323, 2011."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/00437956.1954.11659520"},{"key":"e_1_3_2_1_12_1","volume-title":"A practical guide to support vector classification","author":"Hsu C.-W.","year":"2003","unstructured":"C.-W. Hsu , C.-C. Chang , C.-J. Lin , A practical guide to support vector classification . 2003 . C.-W. Hsu, C.-C. Chang, C.-J. Lin, et al. A practical guide to support vector classification. 2003."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1959.sp006308"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1348549.1348556"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806475"},{"key":"e_1_3_2_1_16_1","volume-title":"Convolutional neural networks for sentence classification. arXiv preprint arXiv:1408.5882","author":"Kim Y.","year":"2014","unstructured":"Y. Kim . Convolutional neural networks for sentence classification. arXiv preprint arXiv:1408.5882 , 2014 . Y. Kim. Convolutional neural networks for sentence classification. arXiv preprint arXiv:1408.5882, 2014."},{"key":"e_1_3_2_1_17_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980","author":"Kingma D.","year":"2014","unstructured":"D. Kingma and J. Ba . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 , 2014 . D. Kingma and J. Ba. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980, 2014."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.v58:7"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2010.11.027"},{"key":"e_1_3_2_1_20_1","volume-title":"Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781","author":"Mikolov T.","year":"2013","unstructured":"T. Mikolov , K. Chen , G. Corrado , and J. Dean . Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 , 2013 . T. Mikolov, K. Chen, G. Corrado, and J. Dean. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781, 2013."},{"key":"e_1_3_2_1_21_1","first-page":"3119","volume-title":"Advances in neural information processing systems","author":"Mikolov T.","year":"2013","unstructured":"T. Mikolov , I. Sutskever , K. Chen , G. S. Corrado , and J. Dean . Distributed representations of words and phrases and their compositionality . In Advances in neural information processing systems , pages 3111\u2013 3119 , 2013 . T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems, pages 3111\u20133119, 2013."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.5555\/3015812.3016002"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2351676.2351687"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2393596.2393669"},{"key":"e_1_3_2_1_25_1","first-page":"50","volume-title":"Sojka. Software Framework for Topic Modelling with Large Corpora. In Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks","author":"R.","year":"2010","unstructured":"R. \u02c7 Reh\u02da u\u02c7 rek and P . Sojka. Software Framework for Topic Modelling with Large Corpora. In Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks , pages 45\u2013 50 , Valletta, Malta , May 2010 . R. \u02c7 Reh\u02da u\u02c7 rek and P. Sojka. Software Framework for Topic Modelling with Large Corpora. In Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks, pages 45\u201350, Valletta, Malta, May 2010."},{"key":"e_1_3_2_1_26_1","unstructured":"ELRA. http:\/\/is.muni.cz\/publication\/884893\/en.  ELRA. http:\/\/is.muni.cz\/publication\/884893\/en."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/1823431"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2016.87"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2015.7081855"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2011.6100061"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1806799.1806811"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSMR.2012.48"},{"key":"e_1_3_2_1_33_1","first-page":"394","volume-title":"Proceedings of the 48th annual meeting of the association for computational linguistics","author":"Turian J.","unstructured":"J. Turian , L. Ratinov , and Y. Bengio . Word representations: a simple and general method for semi-supervised learning . In Proceedings of the 48th annual meeting of the association for computational linguistics , pages 384\u2013 394 . Association for Computational Linguistics, 2010. J. Turian, L. Ratinov, and Y. Bengio. Word representations: a simple and general method for semi-supervised learning. In Proceedings of the 48th annual meeting of the association for computational linguistics, pages 384\u2013394. Association for Computational Linguistics, 2010."},{"issue":"2579","key":"e_1_3_2_1_34_1","first-page":"85","article-title":"Visualizing data using t-sne","volume":"9","author":"der Maaten L. Van","year":"2008","unstructured":"L. Van der Maaten and G. Hinton . Visualizing data using t-sne . Journal of Machine Learning Research , 9 ( 2579-2605 ): 85 , 2008 . L. Van der Maaten and G. Hinton. Visualizing data using t-sne. Journal of Machine Learning Research, 9(2579-2605):85, 2008.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_35_1","first-page":"70","volume-title":"Kernel Methods in Computational Biology","author":"Vert J.-P.","year":"2004","unstructured":"J.-P. Vert , K. Tsuda , and B. Sch\u00f6lkopf . A primer on kernel methods . Kernel Methods in Computational Biology , pages 35\u2013 70 , 2004 . J.-P. Vert, K. Tsuda, and B. Sch\u00f6lkopf. A primer on kernel methods. Kernel Methods in Computational Biology, pages 35\u201370, 2004."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-015-1578-2"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2016.145"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2016.2543218"},{"key":"e_1_3_2_1_39_1","article-title":"Automated bug report field reassignment and refinement prediction. In In","author":"Xia X.","year":"2015","unstructured":"X. Xia , D. Lo , E. Shihab , and X. Wang . Automated bug report field reassignment and refinement prediction. In In IEEE Transactions on Reliability. IEEE , 2015 . X. Xia, D. Lo, E. Shihab, and X. Wang. Automated bug report field reassignment and refinement prediction. In In IEEE Transactions on Reliability. IEEE, 2015.","journal-title":"IEEE Transactions on Reliability. IEEE"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.12.006"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-014-0162-2"},{"key":"e_1_3_2_1_42_1","first-page":"296","volume-title":"Proceedings of the 10th Working Conference on Mining Software Repositories","author":"Xia X.","unstructured":"X. Xia , D. Lo , X. Wang , and B. Zhou . Tag recommendation in software information sites . In Proceedings of the 10th Working Conference on Mining Software Repositories , pages 287\u2013 296 . IEEE Press, 2013. X. Xia, D. Lo, X. Wang, and B. Zhou. Tag recommendation in software information sites. In Proceedings of the 10th Working Conference on Mining Software Repositories, pages 287\u2013296. IEEE Press, 2013."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2961111.2962606"},{"key":"e_1_3_2_1_44_1","first-page":"213","volume-title":"2015 Asia-Pacific Software Engineering Conference (APSEC)","author":"Xu B.","unstructured":"B. Xu , D. Lo , X. Xia , A. Sureka , and S. Li . Efspredictor: Predicting configuration bugs with ensemble feature selection . In 2015 Asia-Pacific Software Engineering Conference (APSEC) , pages 206\u2013 213 . IEEE, 2015. B. Xu, D. Lo, X. Xia, A. Sureka, and S. Li. Efspredictor: Predicting configuration bugs with ensemble feature selection. In 2015 Asia-Pacific Software Engineering Conference (APSEC), pages 206\u2013213. IEEE, 2015."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2901739.2901746"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2016.10"},{"key":"e_1_3_2_1_47_1","volume-title":"Empirical Software Engineering","author":"Ye D.","year":"2016","unstructured":"D. Ye , Z. Xing , and N. Kapre . The structure and dynamics of knowledge network in domain-specific q&a sites: a case study of stack overflow . Empirical Software Engineering , 2016 . D. Ye, Z. Xing, and N. Kapre. The structure and dynamics of knowledge network in domain-specific q&a sites: a case study of stack overflow. Empirical Software Engineering, 2016."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/2851613.2851772"},{"key":"e_1_3_2_1_49_1","first-page":"1051","volume-title":"Proceedings of the 2013 International Conference on Software Engineering","author":"Zhang H.","unstructured":"H. Zhang , L. Gong , and S. Versteeg . Predicting bug-fixing time: an empirical study of commercial software projects . In Proceedings of the 2013 International Conference on Software Engineering , pages 1042\u2013 1051 . IEEE Press, 2013. H. Zhang, L. Gong, and S. Versteeg. Predicting bug-fixing time: an empirical study of commercial software projects. In Proceedings of the 2013 International Conference on Software Engineering, pages 1042\u20131051. IEEE Press, 2013."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242603"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-015-1576-4"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/2597008.2597142"}],"event":{"name":"ASE'16: ACM\/IEEE International Conference on Automated Software Engineering","sponsor":["SIGAI ACM Special Interest Group on Artificial Intelligence","SIGSOFT ACM Special Interest Group on Software Engineering","IEEE-CS Computer Society"],"location":"Singapore Singapore","acronym":"ASE'16"},"container-title":["Proceedings of the 31st IEEE\/ACM International Conference on Automated Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2970276.2970357","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2970276.2970357","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:50:01Z","timestamp":1750218601000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2970276.2970357"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,25]]},"references-count":52,"alternative-id":["10.1145\/2970276.2970357","10.1145\/2970276"],"URL":"https:\/\/doi.org\/10.1145\/2970276.2970357","relation":{},"subject":[],"published":{"date-parts":[[2016,8,25]]},"assertion":[{"value":"2016-08-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}