{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T11:40:49Z","timestamp":1757590849755,"version":"3.37.3"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"S1","license":[{"start":{"date-parts":[[2018,2,24]],"date-time":"2018-02-24T00:00:00Z","timestamp":1519430400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"crossref","award":["2015R1D1A1A01061062"],"award-info":[{"award-number":["2015R1D1A1A01061062"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"crossref"}]},{"name":"MSIP(Ministry of Science, ICT and Future Planning), Korea","award":["IITP-2017-2013-0-00881"],"award-info":[{"award-number":["IITP-2017-2013-0-00881"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1007\/s10586-018-1916-6","type":"journal-article","created":{"date-parts":[[2018,2,24]],"date-time":"2018-02-24T10:49:16Z","timestamp":1519469356000},"page":"1911-1924","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Word recommendation for English composition using big corpus data processing"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0132-0260","authenticated-orcid":false,"given":"Keon Myung","family":"Lee","sequence":"first","affiliation":[]},{"given":"Chan-Sik","family":"Han","sequence":"additional","affiliation":[]},{"given":"Kwang-Il","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Sang Ho","family":"Lee","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,2,24]]},"reference":[{"key":"1916_CR1","volume-title":"Speech and Language Processing","author":"JH Martin","year":"2000","unstructured":"Martin, J.H., Jurafsky, D.: Speech and Language Processing. Prentice Hall, Upper Saddle River (2000)"},{"key":"1916_CR2","volume-title":"Stanford log-linear part-of-speech tagger","author":"K Toutanova","year":"2000","unstructured":"Toutanova, K., Klein, D., Manning, C., Morgan, W., Rafferty, A., Galley, M., Bauer, J.: Stanford log-linear part-of-speech tagger. Stanford University Std, The Stanford Natural Language Processing Group, Stanford (2000)"},{"key":"1916_CR3","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. In: Proceedings of the 6th Symposium on Operating Systems Design and Implementation (2004)"},{"issue":"4","key":"1916_CR4","first-page":"11252","volume":"14","author":"T-C Huang","year":"2014","unstructured":"Huang, T.-C., Chu, K.-C., Lee, W.-T., Ho, Y.-S.: Adaptive combiner for MapReduce on cloud computing. Clust. Comput. 14(4), 11252\u201312311 (2014)","journal-title":"Clust. Comput."},{"key":"1916_CR5","volume-title":"HBase: The Definitive Guide: Random Access to Your Planet-Size Data","author":"L George","year":"2011","unstructured":"George, L.: HBase: The Definitive Guide: Random Access to Your Planet-Size Data. O\u2019Reilly Media, Inc., Newton (2011)"},{"issue":"1","key":"1916_CR6","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/S0169-7552(98)00110-X","volume":"30","author":"S Brin","year":"1998","unstructured":"Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Comput. Netw. ISDN Syst. 30(1), 107\u2013117 (1998)","journal-title":"Comput. Netw. ISDN Syst."},{"key":"1916_CR7","doi-asserted-by":"crossref","unstructured":"C\u00f6ster, R., Svensson, M.: Inverted file search algorithms for collaborative filtering. In: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 246\u2013252. ACM, New York (2002)","DOI":"10.1145\/564376.564420"},{"key":"1916_CR8","doi-asserted-by":"crossref","unstructured":"Song, F., Croft, W.B.: A general language model for information retrieval. In: Proceedings of the Eighth International Conference on Information and Knowledge Management, pp. 316\u2013321. ACM, New York (1999)","DOI":"10.1145\/319950.320022"},{"key":"1916_CR9","doi-asserted-by":"crossref","unstructured":"Ganguly, D., Roy, D., M. Mitra, G. J. Jones, \u201cWord embedding based generalized language model for information retrieval\u201d, Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, pp. 795\u2013798. (2015)","DOI":"10.1145\/2766462.2767780"},{"key":"1916_CR10","unstructured":"Rohde, D.L.T., Plaut, D.C.: Simple recurrent neural networks and language: how important is starting small? In: Proceedings of the 19th annual conference of the Cognitive Science Society, pp. 656\u2013661. (1997)"},{"key":"1916_CR11","doi-asserted-by":"crossref","unstructured":"Mikolov, T., Karafiat, M., Burget, L., Cernocky, J.: Recurrent neural network based language model. In: Proceedings of the 11th Annual Conference of the International Speech Communication Association, pp. 1045\u20131048. (2010)","DOI":"10.1109\/ICASSP.2011.5947611"},{"key":"1916_CR12","volume-title":"Pattern Recognition in Practice","author":"F Jelinek","year":"1980","unstructured":"Jelinek, F., Mercer, R.L.: Interpolated estimation of markov source parameters from spare data. In: Gelsema, E.S., Kanal, L.N. (eds.) Pattern Recognition in Practice. North-Holland, New York (1980)"},{"key":"1916_CR13","volume-title":"Neural Network Design","author":"HB Demuth","year":"2014","unstructured":"Demuth, H.B., Beale, M.H., Jess, O., Hagan, M.T.: Neural Network Design. Campus Pub. Service, Boulder (2014)"},{"issue":"1","key":"1916_CR14","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/0893-6080(90)90049-Q","volume":"3","author":"DF Specht","year":"1990","unstructured":"Specht, D.F.: Probabilistic neural networks. Neural Netw. 3(1), 109\u2013118 (1990)","journal-title":"Neural Netw."},{"key":"1916_CR15","first-page":"195","volume":"7","author":"JL Elman","year":"1991","unstructured":"Elman, J.L.: Distributed representations, simple recurrent networks, and grammatical structure. Mach. Learn. 7, 195\u2013225 (1991)","journal-title":"Mach. Learn."},{"key":"1916_CR16","doi-asserted-by":"publisher","first-page":"2315","DOI":"10.1007\/s10586-016-0649-7","volume":"19","author":"J Jang","year":"2016","unstructured":"Jang, J., Lee, Y., Lee, S., Shin, D., Kim, D., Rim, H.: A novel density-based clustering method using word embedding features for dialogue intention recognition. Clust. Comput. 19, 2315\u20132326 (2016)","journal-title":"Clust. Comput."},{"issue":"1","key":"1916_CR17","first-page":"33","volume":"20","author":"M Sahlgren","year":"2008","unstructured":"Sahlgren, M.: The distributional hypothesis. Italian J. Linguist. 20(1), 33\u201354 (2008)","journal-title":"Italian J. Linguist."},{"key":"1916_CR18","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G., Dean, J.: Distributed Representations of Words and Phrases and their Compositionality. In: Proceedings of the 26th International Conference on Advances in Neural Information Processing Systems, pp. 3111\u20133119, (2013)"},{"key":"1916_CR19","unstructured":"Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representation. In: Proceedings of the International Conference on Learning Representations, pp. 1\u201312. (2013)"},{"key":"1916_CR20","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."},{"key":"1916_CR21","unstructured":"Berglund, M., Raiko, T., Honkala, M., Karkkainen, L., Vetek, A., Karhunen, J.: Bidirectional recurrent neural networks as generative models. In: Proceedings of the 26th International Conference on Advances in Neural Information Processing Systems, pp. 856\u2013864. (2015)"},{"key":"1916_CR22","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/MIS.2015.69","volume":"30","author":"J Zhang","year":"2015","unstructured":"Zhang, J., Zong, C.: Deep neural networks in machine translation: an overview. IEEE Intell. Syst. 30, 16\u201325 (2015)","journal-title":"IEEE Intell. Syst."},{"key":"1916_CR23","unstructured":"Socher, R., Pennington, J., Huang, E.H., Ng, A.Y. Manning, C.D.: Semi-supervised recursive autoencoders for predicting sentiment distributions. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, pp. 151\u2013161, (2011)"},{"issue":"1","key":"1916_CR24","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1016\/0004-3702(90)90005-K","volume":"46","author":"JB Pollack","year":"1990","unstructured":"Pollack, J.B.: Recursive distributed representations. Artif. Intell. 46(1), 77\u2013105 (1990)","journal-title":"Artif. Intell."},{"key":"1916_CR25","unstructured":"Bahdanau, D., Cho, K.H., Bengjio, Y.: Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 , (2014)"},{"issue":"1","key":"1916_CR26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5391\/IJFIS.2017.17.1.1","volume":"17","author":"H-W Lee","year":"2017","unstructured":"Lee, H.-W., Kim, N.-R., Lee, J.-H.: Deep neural network self-training based on unsupervised learning and dropout. Int. J. Fuzzy Logic Intell. Syst. 17(1), 1\u20139 (2017)","journal-title":"Int. J. Fuzzy Logic Intell. Syst."},{"issue":"1","key":"1916_CR27","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s11277-016-3937-x","volume":"93","author":"KM Lee","year":"2017","unstructured":"Lee, K.M., Lee, S.Y., Lee, K.M., Lee, S.H.: Density and frequency-aware cluster identification for spatio-temporal sequence data. Wirel. Pers. Commun. 93(1), 47\u201365 (2017)","journal-title":"Wirel. Pers. Commun."},{"key":"1916_CR28","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1155\/2015\/575687","volume":"2015","author":"SJ Kang","year":"2015","unstructured":"Kang, S.J., Lee, S.Y., Lee, K.M.: Performance comparison of OpenMP, MPI, and MapReduce in practical problems. Adv. Multimedia 2015, 7 (2015)","journal-title":"Adv. Multimedia"},{"key":"1916_CR29","volume-title":"Hadoop in action","author":"C Lam","year":"2010","unstructured":"Lam, C.: Hadoop in action. Manning Publications Co., Shelter Island (2010)"},{"key":"1916_CR30","doi-asserted-by":"crossref","unstructured":"Vavilapalli, V.K., Murthy, A.C., et al.: Apache Hadoop YARN: yet another resource negotiator. In: Proceedings of the 4th annual Symposium on Cloud Computing, ACM, New York (2013)","DOI":"10.1145\/2523616.2523633"},{"key":"1916_CR31","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1007\/s10586-013-0290-7","volume":"17","author":"S Sakr","year":"2014","unstructured":"Sakr, S.: Cloud-hosted databases: technologies, challenges and opportunities. Clust. Comput. 17, 487\u2013502 (2014)","journal-title":"Clust. Comput."},{"key":"1916_CR32","first-page":"9","volume":"8","author":"P Hunt","year":"2010","unstructured":"Hunt, P., Konar, M., Junqueira, F.P., Reed, B.: ZooKeeper: wait-free coordination for internet-scale systems. Proc. USENIX Ann. Tech. Conf. 8, 9 (2010)","journal-title":"Proc. USENIX Ann. Tech. Conf."},{"issue":"4","key":"1916_CR33","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/s002360050048","volume":"33","author":"P O\u2019Neil","year":"1996","unstructured":"O\u2019Neil, P., Cheng, E., Gawlick, D., O\u2019Neil, E.: The log-structured merge-tree (LSM-tree). Acta Inf. 33(4), 351\u2013385 (1996)","journal-title":"Acta Inf."},{"key":"1916_CR34","volume-title":"Introduction to algorithms","author":"TH Cormen","year":"2001","unstructured":"Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to algorithms. MIT press, Cambridge (2001)"},{"issue":"4","key":"1916_CR35","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1080\/15427951.2004.10129096","volume":"1","author":"A Broder","year":"2004","unstructured":"Broder, A., Mitzenmacher, M.: Network applications of bloom filters: a survey. Internet Math. 1(4), 485\u2013509 (2004)","journal-title":"Internet Math."},{"issue":"2","key":"1916_CR36","first-page":"313","volume":"19","author":"MP Marcus","year":"1993","unstructured":"Marcus, M.P., Marcinkiewicz, M.A., Santorini, B.: Building a large annotated corpus of english: the Penn Treebank. Comput. Linguist. 19(2), 313\u2013330 (1993)","journal-title":"Comput. Linguist."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-018-1916-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1916-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1916-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T08:25:30Z","timestamp":1693556730000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-018-1916-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2,24]]},"references-count":36,"journal-issue":{"issue":"S1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["1916"],"URL":"https:\/\/doi.org\/10.1007\/s10586-018-1916-6","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2018,2,24]]},"assertion":[{"value":"10 April 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 September 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 January 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 February 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}