{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T04:16:09Z","timestamp":1750997769719,"version":"3.41.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"S5","license":[{"start":{"date-parts":[[2017,11,12]],"date-time":"2017-11-12T00:00:00Z","timestamp":1510444800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10586-017-1300-y","type":"journal-article","created":{"date-parts":[[2017,11,12]],"date-time":"2017-11-12T06:39:29Z","timestamp":1510468769000},"page":"11079-11086","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A filtering of message in online social network using hybrid classifier"],"prefix":"10.1007","volume":"22","author":[{"given":"M.","family":"Srividya","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. S. Irfan","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,11,12]]},"reference":[{"issue":"6","key":"1300_CR1","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"A Adomavicius","year":"2005","unstructured":"Adomavicius, A., Tuzhilin, G.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"2","key":"1300_CR2","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1109\/TKDE.2011.230","volume":"25","author":"B Carminati","year":"2013","unstructured":"Carminati, B., Ferrari, E., Binaghi, E., Vanetti, M., Carullo, M.: A system to filter unwanted messages from OSN user walls. IEEE Trans. Knowl. Data Eng. 25(2), 285\u2013297 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1300_CR3","doi-asserted-by":"crossref","unstructured":"Kumar, H., Jain, S., Srivastava, R.: Risk analysis of online social networks. In: International Conference on Computing, Communication and Automation (ICCCA), pp. 846\u2013851. IEEE (2016)","DOI":"10.1109\/CCAA.2016.7813833"},{"issue":"2","key":"1300_CR4","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1109\/JSYST.2015.2415835","volume":"11","author":"J Li","year":"2017","unstructured":"Li, J., Yan, H., Liu, Z.: Location-sharing systems with enhanced privacy in mobile online social networks. IEEE Syst. J. 11(2), 439\u2013448 (2017)","journal-title":"IEEE Syst. J."},{"issue":"2","key":"1300_CR5","doi-asserted-by":"publisher","first-page":"1281","DOI":"10.1007\/s10586-017-0807-6","volume":"20","author":"X Liu","year":"2017","unstructured":"Liu, X.: An improved clustering-based collaborative filtering recommendation algorithm. Clust. Comput. 20(2), 1281\u20131288 (2017)","journal-title":"Clust. Comput."},{"issue":"2","key":"1300_CR6","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.dss.2007.06.002","volume":"44","author":"M Chau","year":"2008","unstructured":"Chau, M., Chen, H.: A machine learning approach to web page filtering using content and structure analysis. Decis. Support Syst. 44(2), 482\u2013494 (2008)","journal-title":"Decis. Support Syst."},{"key":"1300_CR7","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Text categorization with support vector machines: learning with many relevant features. In: European Conference on Machine Learning, pp. 137\u2013142. ACM (1998)","DOI":"10.1007\/BFb0026683"},{"key":"1300_CR8","doi-asserted-by":"crossref","unstructured":"Zhou, S., Guan, J.: Evaluation and construction of training corpuses for text classification: a preliminary study. In: International Conference on Application of Natural Language to Information System, pp. 97\u2013108. Springer, Berlin (2002)","DOI":"10.1007\/3-540-36271-1_9"},{"key":"1300_CR9","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Text categorization with Support Vector Machines: learning with many relevant features. In: 10th European Conference on Machine Learning Chemnitz, pp. 137\u2013142. Springer, Berlin (1998)","DOI":"10.1007\/BFb0026683"},{"key":"1300_CR10","doi-asserted-by":"crossref","unstructured":"Novovicova, J., Malik, A., Pudil, P.: Feature selection using improved mutual information for text classification. In: International Workshops on Statistical, Techniques, Structural and Syntactic Pattern Recognition, pp. 1010\u20131017. Springer, Berlin (2004)","DOI":"10.1007\/978-3-540-27868-9_111"},{"key":"1300_CR11","doi-asserted-by":"crossref","unstructured":"Vanetti, M., Binaghi, E., Carminati, B., Carullo, M., Ferrari, E.: Content-based filtering in online social networks. In: International Workshop on Privacy and Security Issues in Data Mining and Machine Learning (PSDML \u201910). Springer, Berlin (2011)","DOI":"10.1007\/978-3-642-19896-0_11"},{"key":"1300_CR12","doi-asserted-by":"crossref","unstructured":"Cho, J.-H., Alsmadi, I., Xu, D.: Privacy and social capital in online social networks. In: IEEE Global Communications Conference (GLOBECOM), pp. 1\u20137. IEEE (2016)","DOI":"10.1109\/GLOCOM.2016.7842168"},{"key":"1300_CR13","doi-asserted-by":"crossref","unstructured":"Bao, Y., Ishii, N.: Combining multiple KNN classifiers for text categorization by reducts. In: International Conference on Discovery Science, pp. 340\u2013347. Springer, Berlin (2002)","DOI":"10.1007\/3-540-36182-0_34"},{"key":"1300_CR14","doi-asserted-by":"crossref","unstructured":"Nardiello, P., Sebastiani, F., Sperduti, A.: Discretizing continuous attributes in ada boost for text categorization. In: European Conference on Information Retrieval, pp. 320\u2013334. Springer, Berlin (2003)","DOI":"10.1007\/3-540-36618-0_23"},{"issue":"7","key":"1300_CR15","doi-asserted-by":"publisher","first-page":"1270","DOI":"10.1109\/JSTSP.2015.2427774","volume":"9","author":"Y Zeng","year":"2015","unstructured":"Zeng, Y., Xing, L.: A study of online social network privacy via the TAPE framework. J. Sel. Top. Signal Process. 9(7), 1270\u20131284 (2015)","journal-title":"J. Sel. Top. Signal Process."},{"issue":"1","key":"1300_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. Comput. Surv. 34(1), 1\u201347 (2002)","journal-title":"Comput. Surv."},{"key":"1300_CR17","doi-asserted-by":"crossref","unstructured":"Paramasivam, S., Arumugam, R.: Accurate rotor position estimation for switched reluctance motor using ANFIS. In: Conference on Convergent Technologies for Asia\u2013Pacific Region, vol. 4, pp. 1493\u20131497. IEEE (2003)","DOI":"10.1109\/TENCON.2003.1273168"},{"issue":"12","key":"1300_CR18","first-page":"51","volume":"35","author":"PW Foltz","year":"1992","unstructured":"Foltz, P.W., Dumais, S.T.: Personalized information delivery: analysis of information filtering methods. Spec. Issue Inf. Filter. 35(12), 51\u201360 (1992)","journal-title":"Spec. Issue Inf. Filter."},{"key":"1300_CR19","doi-asserted-by":"crossref","unstructured":"Hull, D.: Improving text retrieval for the routing problem using latent semantic indexing. In: 17th Annual International Conference on Research and Development in Information Retrieval, pp. 282\u2013291. ACM (1994)","DOI":"10.1007\/978-1-4471-2099-5_29"},{"key":"1300_CR20","doi-asserted-by":"crossref","unstructured":"Han, X., Zu, G., Ohyama, W., Wakabayashi, T., Kimura, F.: Accuracy improvement of automatic text classification based on feature transformation and multi-classifier combination. In: Content Computing, pp. 463\u2013468. Springer, Berlin (2004)","DOI":"10.1007\/978-3-540-30483-8_57"},{"issue":"1","key":"1300_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani, F.: Machine learning in automated text categorization. Comput. Surv. 34(1), 1\u201347 (2002)","journal-title":"Comput. Surv."},{"key":"1300_CR22","doi-asserted-by":"crossref","unstructured":"Zu, G., Ohyama, W., Wakabayashi, T., Kimura, F.: Accuracy improvement of automatic text classification based on feature transformation. In: Proceedings of the ACM Symposium on Document Engineering, pp. 118\u2013120. ACM (2003)","DOI":"10.1145\/958220.958242"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1300-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-1300-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1300-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T00:08:40Z","timestamp":1750982920000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-1300-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,12]]},"references-count":22,"journal-issue":{"issue":"S5","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1300"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-1300-y","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2017,11,12]]},"assertion":[{"value":"14 August 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 October 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 October 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 November 2017","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}