{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T01:24:17Z","timestamp":1744161857074,"version":"3.37.3"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,2,8]],"date-time":"2018-02-08T00:00:00Z","timestamp":1518048000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61572434","61303097"],"award-info":[{"award-number":["61572434","61303097"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1007\/s11277-018-5416-z","type":"journal-article","created":{"date-parts":[[2018,2,8]],"date-time":"2018-02-08T05:24:41Z","timestamp":1518067481000},"page":"3851-3867","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Sample Extension Method Based on Wikipedia and Its Application in Text Classification"],"prefix":"10.1007","volume":"102","author":[{"given":"Wenhao","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiting","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guannan","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianyue","family":"Ni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9044-2819","authenticated-orcid":false,"given":"Zhiguo","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,2,8]]},"reference":[{"key":"5416_CR1","doi-asserted-by":"crossref","unstructured":"Banerjee, S. (2007). Boosting inductive transfer for text classification using wikipedia. In Sixth International Conference on Machine Learning and Applications, 2007 (ICMLA 2007) (pp. 148\u2013153).","DOI":"10.1109\/ICMLA.2007.39"},{"issue":"1","key":"5416_CR2","doi-asserted-by":"publisher","first-page":"61","DOI":"10.14257\/ijdta.2014.7.1.06","volume":"7","author":"V Bijalwan","year":"2014","unstructured":"Bijalwan, V., Kumar, V., Kumari, P., & Pascual, J. (2014). Knn based machine learning approach for text and document mining. International Journal of Database Theory and Application, 7(1), 61\u201370.","journal-title":"International Journal of Database Theory and Application"},{"key":"5416_CR3","unstructured":"BYVoid: Opencc (2014). \n                    https:\/\/github.com\/BYVoid\/OpenCC\n                    \n                  . Accessed 10 Nov 2016."},{"key":"5416_CR4","unstructured":"Chapelle, O., & Zien, A. (2005). Semi-supervised classification by low density separation. In AISTATS (pp. 57\u201364)."},{"issue":"7","key":"5416_CR5","doi-asserted-by":"publisher","first-page":"4032","DOI":"10.1109\/TGRS.2012.2228275","volume":"51","author":"I D\u00f3pido","year":"2013","unstructured":"D\u00f3pido, I., Li, J., Marpu, P. R., Plaza, A., Dias, J. M. B., & Benediktsson, J. A. (2013). Semisupervised self-learning for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 51(7), 4032\u20134044.","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"5416_CR6","unstructured":"Dorado, R., & Ratt\u00e9, S. (2016). Semisupervised text classification using unsupervised topic information. In FLAIRS."},{"issue":"1","key":"5416_CR7","first-page":"42","volume":"24","author":"P Gal\u00e1n-Garc\u00cda","year":"2015","unstructured":"Gal\u00e1n-Garc\u00cda, P., De La Puerta, J. G., G\u00f3mez, C. L., Santos, I., & Bringas, P. G. (2015). Supervised machine learning for the detection of troll profiles in twitter social network: Application to a real case of cyberbullying. Logic Journal of IGPL, 24(1), 42\u201353.","journal-title":"Logic Journal of IGPL"},{"key":"5416_CR8","unstructured":"Harispe, S., Ranwez, S., Janaqi, S., & Montmain, J. (2013). Semantic measures for the comparison of units of language, concepts or instances from text and knowledge base analysis. arXiv preprint \n                    arXiv:1310.1285\n                    \n                  ."},{"key":"5416_CR9","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.jbi.2013.11.006","volume":"48","author":"S Harispe","year":"2014","unstructured":"Harispe, S., S\u00e1nchez, D., Ranwez, S., Janaqi, S., & Montmain, J. (2014). A framework for unifying ontology-based semantic similarity measures: A study in the biomedical domain. Journal of Biomedical Informatics, 48, 38\u201353.","journal-title":"Journal of Biomedical Informatics"},{"issue":"1","key":"5416_CR10","doi-asserted-by":"publisher","first-page":"1503","DOI":"10.1016\/j.eswa.2011.08.040","volume":"39","author":"S Jiang","year":"2012","unstructured":"Jiang, S., Pang, G., Wu, M., & Kuang, L. (2012). An improved k-nearest-neighbor algorithm for text categorization. Expert Systems with Applications, 39(1), 1503\u20131509.","journal-title":"Expert Systems with Applications"},{"key":"5416_CR11","unstructured":"Junyi, S. (2017). \n                    https:\/\/github.com\/fxsjy\/jieba\n                    \n                  . Accessed 25 Nov 2016."},{"issue":"9","key":"5416_CR12","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1016\/j.patrec.2008.01.030","volume":"29","author":"Y Li","year":"2008","unstructured":"Li, Y., Guan, C., Li, H., & Chin, Z. (2008). A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system. Pattern Recognition Letters, 29(9), 1285\u20131294.","journal-title":"Pattern Recognition Letters"},{"key":"5416_CR13","doi-asserted-by":"crossref","unstructured":"Low, Y., & Zheng, A. X. (2012). Fast top-k similarity queries via matrix compression. In Proceedings of the 21st ACM international conference on information and knowledge management (pp. 2070\u20132074).","DOI":"10.1145\/2396761.2398574"},{"key":"5416_CR14","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.eswa.2017.03.020","volume":"80","author":"M Pavlinek","year":"2017","unstructured":"Pavlinek, M., & Podgorelec, V. (2017). Text classification method based on self-training and lda topic models. Expert Systems with Applications, 80, 83\u201393.","journal-title":"Expert Systems with Applications"},{"key":"5416_CR15","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.ins.2009.05.012","volume":"237","author":"J Ram\u00edrez","year":"2013","unstructured":"Ram\u00edrez, J., G\u00f3rriz, J., Salas-Gonzalez, D., Romero, A., L\u00f3pez, M., \u00c1lvarez, I., et al. (2013). Computer-aided diagnosis of alzheimers type dementia combining support vector machines and discriminant set of features. Information Sciences, 237, 59\u201372.","journal-title":"Information Sciences"},{"key":"5416_CR16","doi-asserted-by":"crossref","unstructured":"Van\u00a0Dongen, B., Dijkman, R., & Mendling, J. (2013). Measuring similarity between business process models. In Seminal contributions to information systems engineering (pp. 405\u2013419). Berlin: Springer.","DOI":"10.1007\/978-3-642-36926-1_33"},{"key":"5416_CR17","doi-asserted-by":"crossref","unstructured":"Wajeed, M.A., Adilakshmi, T. (2011). Semi-supervised text classification using enhanced KNN algorithm. In 2011 World Congress on information and communication technologies (WICT) (pp. 138\u2013142).","DOI":"10.1109\/WICT.2011.6141232"},{"issue":"3","key":"5416_CR18","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/s10115-008-0152-4","volume":"19","author":"P Wang","year":"2009","unstructured":"Wang, P., Hu, J., Zeng, H. J., & Chen, Z. (2009). Using wikipedia knowledge to improve text classification. Knowledge and Information Systems, 19(3), 265\u2013281.","journal-title":"Knowledge and Information Systems"},{"issue":"1","key":"5416_CR19","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TCYB.2013.2245891","volume":"44","author":"XZ Wang","year":"2014","unstructured":"Wang, X. Z., He, Y. L., & Wang, D. D. (2014). Non-naive bayesian classifiers for classification problems with continuous attributes. IEEE Transactions on Cybernetics, 44(1), 21\u201339.","journal-title":"IEEE Transactions on Cybernetics"},{"key":"5416_CR20","unstructured":"Yoshikawa, Y., Iwata, T., & Sawada, H. (2014). Latent support measure machines for bag-of-words data classification. In Advances in neural information processing systems (pp. 1961\u20131969)."},{"key":"5416_CR21","unstructured":"Zhang, X., Zhao, J., & LeCun, Y. (2015). Character-level convolutional networks for text classification. In Advances in neural information processing systems (pp. 649\u2013657)."}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11277-018-5416-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-018-5416-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-018-5416-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,7]],"date-time":"2019-02-07T19:48:38Z","timestamp":1549568918000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11277-018-5416-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2,8]]},"references-count":21,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,10]]}},"alternative-id":["5416"],"URL":"https:\/\/doi.org\/10.1007\/s11277-018-5416-z","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"type":"print","value":"0929-6212"},{"type":"electronic","value":"1572-834X"}],"subject":[],"published":{"date-parts":[[2018,2,8]]},"assertion":[{"value":"8 February 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}