{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:36:03Z","timestamp":1742913363174,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":15,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811623769"},{"type":"electronic","value":"9789811623776"}],"license":[{"start":{"date-parts":[[2021,9,24]],"date-time":"2021-09-24T00:00:00Z","timestamp":1632441600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,9,24]],"date-time":"2021-09-24T00:00:00Z","timestamp":1632441600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-981-16-2377-6_82","type":"book-chapter","created":{"date-parts":[[2021,9,24]],"date-time":"2021-09-24T01:44:09Z","timestamp":1632447849000},"page":"897-909","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["BERT-Based Tagging Method for Social Issues in Web Articles"],"prefix":"10.1007","author":[{"given":"Tokutaka","family":"Hasegawa","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6357-3207","authenticated-orcid":false,"given":"Shun","family":"Shiramatsu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,9,24]]},"reference":[{"key":"82_CR1","unstructured":"Devlin J, et al (2018) Bert: Pre-training of deep bidirectional transformers for language understanding.\u201d arXiv preprint arXiv:1810.04805"},{"key":"82_CR2","unstructured":"Lan Z, et al (2019) Albert: A lite bert for self-supervised learning of language representations. arXiv preprint arXiv:1909.11942"},{"key":"82_CR3","doi-asserted-by":"crossref","unstructured":"Da San Martino G, Barron-Cedeno A, Nakov P(2019) Findings of the nlp4if-2019 shared task on fine-grained propaganda detection.In: Proceedings of the Second Workshop on Natural Language Processing for Internet Freedom: Censorship, Disinformation, and Propaganda","DOI":"10.18653\/v1\/D19-5024"},{"key":"82_CR4","unstructured":"Sanderson R, Ciccarese P, Young B (2017) Web Annotation Data Model (2017)"},{"key":"82_CR5","unstructured":"Shun S, Teemu T, Tadachika O, Toramatsu S (2016) Developing a goal matching service using linked open data of social issues and their solutions as public goals. Trans Jpn Soc Artif Intell 31:29\u201339, 01"},{"key":"82_CR6","unstructured":"Masaru W, Shun S, Akihisa S (2017) A study of the Co-creation Support System \u201cMirailab\u201d and the Task Structure System \u201cMissionForest\u201d to support the continuity of co-creation. In: Proceedings of the 3rd Annual Conference of the Japanese Society for Artificial Intelligence"},{"key":"82_CR7","unstructured":"Yasuaki G, Masaru W, Shun S (2017) MissionForest: Prototype of a task-structured system for supporting collaboration inside and outside of an organization In: Proceedings of the 79th national convention of the information processing society of Japan, vol 6ZA-02, no 1, pp 355\u2013356"},{"key":"82_CR8","doi-asserted-by":"crossref","unstructured":"Saito T, Osamu U (2017) Automatic labeling for news article classification based on paragraph vector. In: 2017 9th international conference on information technology and electrical engineering (ICITEE). IEEE","DOI":"10.1109\/ICITEED.2017.8250448"},{"key":"82_CR9","unstructured":"Yohei K (2019) BERT pretrained model trained on Japanese Wikipedia articles: GitHub, GitHub repository (2019). https:\/\/github.com\/yoheikikuta\/bert-japanese"},{"key":"82_CR10","doi-asserted-by":"crossref","unstructured":"Vladimir S, Andy L, Christopher T, Chiristopher Culberson J, Sheridam RP, Feuston BP (2003) Random forest: a classification and regression tool for compound classification and QSAR Modeling: J Chem Inf Comput Sci 43(6):1947\u20131958","DOI":"10.1021\/ci034160g"},{"key":"82_CR11","unstructured":"McCallum A, Kamal N (1998) A comparison of event models for naive bayes text classification.In: AAAI-98 workshop on learning for text categorization, vol 752, No 1"},{"key":"82_CR12","first-page":"207","volume":"10","author":"KQ Weinberger","year":"2009","unstructured":"Weinberger KQ, Saul LK (2009) Distance metric learning for large margin nearest neighbor classification. J Mach Learn Res 10:207\u2013244","journal-title":"J Mach Learn Res"},{"key":"82_CR13","unstructured":"Ron K (1995) A study of crossvalidation and bootstrap for accuracy estimation and model selection. In: International joint conference on artificial intelligence IJCAI"},{"key":"82_CR14","doi-asserted-by":"crossref","unstructured":"McNemar Q (1947) Note on the sampling error of the difference between correlated proportions or percentages. Psychometrika 12(2):153\u2013157","DOI":"10.1007\/BF02295996"},{"key":"82_CR15","unstructured":"Watanabe S, Shiramatsu T, Sengoku A (2017) Co-creation continuity support by mutual cooperation between co-creation support system \u201cMirilab\u201d and task structuring system \u201cMissionForest\u201d. In: Proc. of the 3rd annual conference of Japan society for artificial intelligence"}],"container-title":["Lecture Notes in Networks and Systems","Proceedings of Sixth International Congress on Information and Communication Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-16-2377-6_82","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,9]],"date-time":"2022-02-09T18:25:35Z","timestamp":1644431135000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-16-2377-6_82"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,24]]},"ISBN":["9789811623769","9789811623776"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-981-16-2377-6_82","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2021,9,24]]},"assertion":[{"value":"24 September 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}