{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:07:05Z","timestamp":1750219625922,"version":"3.41.0"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319556987"},{"type":"electronic","value":"9783319556994"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-55699-4_8","type":"book-chapter","created":{"date-parts":[[2017,3,21]],"date-time":"2017-03-21T03:56:53Z","timestamp":1490068613000},"page":"121-136","source":"Crossref","is-referenced-by-count":1,"title":["Hierarchical Semantic Representations of Online News Comments for Emotion Tagging Using Multiple Information Sources"],"prefix":"10.1007","author":[{"given":"Chao","family":"Wang","sequence":"first","affiliation":[]},{"given":"Ying","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Jie","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Sauer","sequence":"additional","affiliation":[]},{"given":"Xiaojie","family":"Yuan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,22]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Bao, S., Xu, S., Zhang, L., Yan, R., Su, Z., Han, D., Yu, Y.: Joint emotion-topic modeling for social affective text mining. In: 2009 Ninth IEEE International Conference on Data Mining, pp. 699\u2013704. IEEE (2009)","key":"8_CR1","DOI":"10.1109\/ICDM.2009.94"},{"issue":"9","key":"8_CR2","doi-asserted-by":"crossref","first-page":"1658","DOI":"10.1109\/TKDE.2011.188","volume":"24","author":"S Bao","year":"2012","unstructured":"Bao, S., Xu, S., Zhang, L., Yan, R., Su, Z., Han, D., Yu, Y.: Mining social emotions from affective text. IEEE Trans. Knowl. Data Eng. 24(9), 1658\u20131670 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"8_CR3","first-page":"1137","volume":"3","author":"Y Bengio","year":"2003","unstructured":"Bengio, Y., Ducharme, R., Vincent, P., Jauvin, C.: A neural probabilistic language model. J. Mach. Learn. Res. 3, 1137\u20131155 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"2","key":"8_CR4","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1109\/72.279181","volume":"5","author":"Y Bengio","year":"1994","unstructured":"Bengio, Y., Simard, P., Frasconi, P.: Learning long-term dependencies with gradient descent is difficult. IEEE Trans. Neural Netw. 5(2), 157\u2013166 (1994)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"10","key":"8_CR5","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1145\/2347736.2347755","volume":"55","author":"P Domingos","year":"2012","unstructured":"Domingos, P.: A few useful things to know about machine learning. Commun. ACM 55(10), 78\u201387 (2012)","journal-title":"Commun. ACM"},{"key":"8_CR6","first-page":"1871","volume":"9","author":"RE Fan","year":"2008","unstructured":"Fan, R.E., Chang, K.W., Hsieh, C.J., Wang, X.R., Lin, C.J.: Liblinear: a library for large linear classification. J. Mach. Learn. Res. 9, 1871\u20131874 (2008)","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"8_CR7","doi-asserted-by":"crossref","first-page":"209","DOI":"10.2307\/2181485","volume":"57","author":"G Frege","year":"1948","unstructured":"Frege, G.: Sense and reference. Philos. Rev. 57(3), 209\u2013230 (1948)","journal-title":"Philos. Rev."},{"issue":"8","key":"8_CR8","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"8_CR9","first-page":"841","volume":"14","author":"A Jordan","year":"2002","unstructured":"Jordan, A.: On discriminative vs. generative classifiers: a comparison of logistic regression and naive Bayes. Adv. Neural Inf. Process. Syst. 14, 841 (2002)","journal-title":"Adv. Neural Inf. Process. Syst."},{"doi-asserted-by":"crossref","unstructured":"Kalchbrenner, N., Grefenstette, E., Blunsom, P.: A convolutional neural network for modelling sentences. arXiv preprint arXiv:1404.2188 (2014)","key":"8_CR10","DOI":"10.3115\/v1\/P14-1062"},{"doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. arXiv preprint arXiv:1408.5882 (2014)","key":"8_CR11","DOI":"10.3115\/v1\/D14-1181"},{"doi-asserted-by":"crossref","unstructured":"Li, X., Rao, Y., Chen, Y., Liu, X., Huang, H.: Social emotion classification via reader perspective weighted model. In: Proceedings of the 30th AAAI Conference on Artificial Intelligence (2016)","key":"8_CR12","DOI":"10.1609\/aaai.v30i1.9922"},{"doi-asserted-by":"crossref","unstructured":"Liang, P., Jordan, M.I.: An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators. In: Proceedings of the 25th International Conference on Machine Learning, pp. 584\u2013591. ACM (2008)","key":"8_CR13","DOI":"10.1145\/1390156.1390230"},{"doi-asserted-by":"crossref","unstructured":"Liu, B.: Opinion mining and sentiment analysis. In: Web Data Mining, pp. 459\u2013526. Springer, Heidelberg (2011)","key":"8_CR14","DOI":"10.1007\/978-3-642-19460-3_11"},{"unstructured":"Maas, A.L., Daly, R.E., Pham, P.T., Huang, D., Ng, A.Y., Potts, C.: Learning word vectors for sentiment analysis. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, vol. 1, pp. 142\u2013150. Association for Computational Linguistics (2011)","key":"8_CR15"},{"unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Advances in Neural Information Processing Systems, pp. 3111\u20133119 (2013)","key":"8_CR16"},{"issue":"1\u20132","key":"8_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/1500000011","volume":"2","author":"B Pang","year":"2008","unstructured":"Pang, B., Lee, L.: Opinion mining and sentiment analysis. Found. Trends Inf. Retrieval 2(1\u20132), 1\u2013135 (2008)","journal-title":"Found. Trends Inf. Retrieval"},{"doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up?: sentiment classification using machine learning techniques. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, vol. 10, pp. 79\u201386. Association for Computational Linguistics (2002)","key":"8_CR18","DOI":"10.3115\/1118693.1118704"},{"doi-asserted-by":"crossref","unstructured":"Pennington, J., Socher, R., Manning, C.D.: Glove: global vectors for word representation. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, vol. 14, pp. 1532\u20131543 (2014)","key":"8_CR19","DOI":"10.3115\/v1\/D14-1162"},{"doi-asserted-by":"crossref","unstructured":"Pham, V., Bluche, T., Kermorvant, C., Louradour, J.: Dropout improves recurrent neural networks for handwriting recognition. In: Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, pp. 285\u2013290. IEEE (2014)","key":"8_CR20","DOI":"10.1109\/ICFHR.2014.55"},{"issue":"4","key":"8_CR21","doi-asserted-by":"crossref","first-page":"723","DOI":"10.1007\/s11280-013-0221-9","volume":"17","author":"Y Rao","year":"2014","unstructured":"Rao, Y., Lei, J., Wenyin, L., Li, Q., Chen, M.: Building emotional dictionary for sentiment analysis of online news. World Wide Web 17(4), 723\u2013742 (2014)","journal-title":"World Wide Web"},{"doi-asserted-by":"crossref","unstructured":"Sindhwani, V., Melville, P.: Document-word co-regularization for semi-supervised sentiment analysis. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 1025\u20131030. IEEE (2008)","key":"8_CR22","DOI":"10.1109\/ICDM.2008.113"},{"doi-asserted-by":"crossref","unstructured":"Socher, R., Perelygin, A., Wu, J.Y., Chuang, J., Manning, C.D., Ng, A.Y., Potts, C.: Recursive deep models for semantic compositionality over a sentiment treebank. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp. 1631\u20131642. Association for Computational Linguistics, October 2013","key":"8_CR23","DOI":"10.18653\/v1\/D13-1170"},{"doi-asserted-by":"crossref","unstructured":"Tang, D., Qin, B., Liu, T.: Document modeling with gated recurrent neural network for sentiment classification. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp. 1422\u20131432 (2015)","key":"8_CR24","DOI":"10.18653\/v1\/D15-1167"},{"doi-asserted-by":"crossref","unstructured":"Tang, D., Qin, B., Liu, T.: Learning semantic representations of users and products for document level sentiment classification. In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, pp. 1014\u20131023 (2015)","key":"8_CR25","DOI":"10.3115\/v1\/P15-1098"},{"doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, pp. 417\u2013424. Association for Computational Linguistics (2002)","key":"8_CR26","DOI":"10.3115\/1073083.1073153"},{"key":"8_CR27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.neunet.2015.07.007","volume":"71","author":"H Wu","year":"2015","unstructured":"Wu, H., Gu, X.: Towards dropout training for convolutional neural networks. Neural Netw. 71, 1\u201310 (2015)","journal-title":"Neural Netw."},{"key":"8_CR28","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1016\/j.neunet.2014.04.005","volume":"58","author":"K Zhang","year":"2014","unstructured":"Zhang, K., Xie, Y., Yang, Y., Sun, A., Liu, H., Choudhary, A.: Incorporating conditional random fields and active learning to improve sentiment identification. Neural Netw. 58, 60\u201367 (2014)","journal-title":"Neural Netw."},{"doi-asserted-by":"crossref","unstructured":"Zhang, Y., Fang, Y., Quan, X., Dai, L., Si, L., Yuan, X.: Emotion tagging for comments of online news by meta classification with heterogeneous information sources. In: Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1059\u20131060. ACM (2012)","key":"8_CR29","DOI":"10.1145\/2348283.2348468"},{"doi-asserted-by":"crossref","unstructured":"Zhang, Y., Zhang, N., Si, L., Lu, Y., Wang, Q., Yuan, X.: Cross-domain and cross-category emotion tagging for comments of online news. In: Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 627\u2013636. ACM (2014)","key":"8_CR30","DOI":"10.1145\/2600428.2609587"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-55699-4_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T14:33:34Z","timestamp":1750170814000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-55699-4_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319556987","9783319556994"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-55699-4_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}