{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T23:27:28Z","timestamp":1743031648199,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319988115"},{"type":"electronic","value":"9783319988122"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-98812-2_13","type":"book-chapter","created":{"date-parts":[[2018,8,8]],"date-time":"2018-08-08T12:06:43Z","timestamp":1533730003000},"page":"167-175","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Information Filtering Method for Twitter Streaming Data Using Human-in-the-Loop Machine Learning"],"prefix":"10.1007","author":[{"given":"Yu","family":"Suzuki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Satoshi","family":"Nakamura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,9]]},"reference":[{"key":"13_CR1","unstructured":"Banko, M., Cafarella, M.J., Soderland, S., Broadhead, M., Etzioni, O.: Open information extraction from the web. In: Proceedings of the 20th International Joint Conference on Artifical Intelligence, IJCAI 2007, pp. 2670\u20132676, San Francisco, CA, USA, Morgan Kaufmann Publishers Inc. (2007)"},{"issue":"12","key":"13_CR2","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1145\/138859.138861","volume":"35","author":"NJ Belkin","year":"1992","unstructured":"Belkin, N.J., Croft, W.B.: Information filtering and information retrieval: two sides of the same coin? Commun. ACM 35(12), 29\u201338 (1992)","journal-title":"Commun. ACM"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Abel, F., Hauff, C., Houben, G.J., Stronkman, R., Tao, K.: Twitcident: fighting fire with information from social web streams. In: Proceedings of the 21st International Conference on World Wide Web, WWW 2012 Companion, pp. 305\u2013308, New York. ACM (2012)","DOI":"10.1145\/2187980.2188035"},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Shardanand, U., Maes, P.: Social information filtering: algorithms for automating&ldquo;word of mouth&rdquo;. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 1995, pp. 210\u2013217, New York. ACM Press\/Addison-Wesley Publishing Co. (1995)","DOI":"10.1145\/223904.223931"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Sriram, B., Fuhry, D., Demir, E., Ferhatosmanoglu, H., Demirbas, M.: Short text classification in twitter to improve information filtering. In: Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval. SIGIR 2010, pp. 841\u2013842, New York. ACM (2010)","DOI":"10.1145\/1835449.1835643"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Hannon, J., Bennett, M., Smyth, B.: Recommending twitter users to follow using content and collaborative filtering approaches. In: Proceedings of the Fourth ACM Conference on Recommender Systems, RecSys 2010, pp. 199\u2013206, New York. ACM (2010)","DOI":"10.1145\/1864708.1864746"},{"key":"13_CR7","doi-asserted-by":"crossref","unstructured":"Uysal, I., Croft, W.B.: User oriented tweet ranking: a filtering approach to microblogs. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management, CIKM 2011, pp. 2261\u20132264, New York. ACM (2011)","DOI":"10.1145\/2063576.2063941"},{"key":"13_CR8","unstructured":"Rocchio, J.J.: Relevance feedback in information retrieval. In: Salton, G. (ed.) The Smart Retrieval System: Experiments in Automatic Document Processing, pp. 313\u2013323. Prentice Hall (1971)"},{"key":"13_CR9","unstructured":"Grady, C., Lease, M.: Crowdsourcing document relevance assessment with mechanical turk. In: Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon\u2019s Mechanical Turk, CSLDAMT 2010, pp. 172\u2013179, Stroudsburg, PA, USA. Association for Computational Linguistics (2010)"},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/978-3-642-20161-5_16","volume-title":"Advances in Information Retrieval","author":"O Alonso","year":"2011","unstructured":"Alonso, O., Baeza-Yates, R.: Design and implementation of relevance assessments using crowdsourcing. In: Clough, P., et al. (eds.) Advances in Information Retrieval, pp. 153\u2013164. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-20161-5_16"},{"key":"13_CR11","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1162\/tacl_a_00051","volume":"5","author":"P Bojanowski","year":"2017","unstructured":"Bojanowski, P., Grave, E., Joulin, A., Mikolov, T.: Enriching word vectors with subword information. Trans. Assoc. Comput. Linguist. 5, 135\u2013146 (2017)","journal-title":"Trans. Assoc. Comput. Linguist."},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Joulin, A., Grave, E., Bojanowski, P., Mikolov, T.: Bag of tricks for efficient text classification. In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pp. 427\u2013431. Association for Computational Linguistics (2017)","DOI":"10.18653\/v1\/E17-2068"},{"key":"13_CR13","unstructured":"Joulin, A., Grave, E., Bojanowski, P., Douze, M., J\u00e9gou, H., Mikolov, T.: Fasttext.zip: compressing text classification models, December 2016"},{"key":"13_CR14","unstructured":"Campbell, C., Cristianini, N., Smola, A.J.: Query learning with large margin classifiers. In: Proceedings of the Seventeenth International Conference on Machine Learning, ICML 2000, pp. 111\u2013118, San Francisco, CA, USA, Morgan Kaufmann Publishers Inc. (2000)"},{"key":"13_CR15","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-1-4471-2099-5_1","volume-title":"Proceedings of the 17th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"DD Lewis","year":"1994","unstructured":"Lewis, D.D., Gale, W.A.: A sequential algorithm for training text classifiers. In: Croft, B.W., van Rijsbergen, C.J. (eds.) SIGIR 1994, pp. 3\u201312. Springer, New York (1994). https:\/\/doi.org\/10.1007\/978-1-4471-2099-5_1"},{"key":"13_CR16","first-page":"45","volume":"2","author":"S Tong","year":"2002","unstructured":"Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. J. Mach. Learn. Res. 2, 45\u201366 (2002)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Database and Expert Systems Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-98812-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T16:39:39Z","timestamp":1710261579000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-98812-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319988115","9783319988122"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-98812-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"9 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DEXA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Database and Expert Systems Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Regensburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dexa2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.dexa.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}