{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T00:18:06Z","timestamp":1740183486842,"version":"3.37.3"},"reference-count":22,"publisher":"World Scientific Pub Co Pte Ltd","issue":"04","funder":[{"name":"National Key Research and Development Project","award":["2017YFB1002101"],"award-info":[{"award-number":["2017YFB1002101"]}]},{"name":"Major Program of National Social Science Foundation of China","award":["17ZDA138","18ZDA295"],"award-info":[{"award-number":["17ZDA138","18ZDA295"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2019TQ0286"],"award-info":[{"award-number":["2019TQ0286"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Science and Technique Program of Henan Province","award":["192102210260"],"award-info":[{"award-number":["192102210260"]}]},{"name":"Henan Province and Ministry","award":["SB201901021"],"award-info":[{"award-number":["SB201901021"]}]},{"name":"Key Scientific Research Program of Higher Education of Henan Province","award":["19A520003","20A520038"],"award-info":[{"award-number":["19A520003","20A520038"]}]},{"name":"MOE Layout Foundation of Humanities and Social Sciences","award":["20YJA740033"],"award-info":[{"award-number":["20YJA740033"]}]},{"name":"Henan Social Science Planning Project","award":["2019BYY016"],"award-info":[{"award-number":["2019BYY016"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. As. Lang. Proc."],"published-print":{"date-parts":[[2020,12]]},"abstract":"<jats:p> Character is one of the three elements of a novel, and conversation is an important way to describe characters. The personality, emotion, and interpersonal relationships of characters are reflected in conversations. Thus, extracting conversations, speakers and other conversation elements from novels are crucial for character analysis and content understanding. We start with Jin Yong\u2019s novels, annotate the largest Chinese corpus for speaker identification with 9721 quotes, and analyze language styles of different characters based on quotes. We then propose a machine learning-based speaker identification method, and design feature templates that show a good performance. For the application of speaker identification, we construct the social network of characters in Jin Yong\u2019s novels based on dialog chain, which lays the foundation for the analysis of the relationship between characters in novels. <\/jats:p>","DOI":"10.1142\/s2717554520500186","type":"journal-article","created":{"date-parts":[[2021,5,11]],"date-time":"2021-05-11T01:59:25Z","timestamp":1620698365000},"page":"2050018","source":"Crossref","is-referenced-by-count":3,"title":["Speaker Identification and Its Application to Social Network Construction for Chinese Novels"],"prefix":"10.1142","volume":"30","author":[{"given":"Yuxiang","family":"Jia","sequence":"first","affiliation":[{"name":"School of Information Engineering, Zhengzhou University, Zhengzhou 450001, Henan, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huayi","family":"Dou","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Zhengzhou University, Zhengzhou 450001, Henan, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Zhengzhou University, Zhengzhou 450001, Henan, P. R. China"},{"name":"Zhengzhou Zoneyet Technology Co., Ltd., Zhengzhou 450000, Henan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongying","family":"Zan","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Zhengzhou University, Zhengzhou 450001, Henan, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2021,5,8]]},"reference":[{"key":"S2717554520500186BIB001","doi-asserted-by":"publisher","DOI":"10.1145\/3344548"},{"key":"S2717554520500186BIB002","first-page":"2041","volume-title":"Eighth European Conf. Speech Communication and Technology","author":"Zhang J. Y.","year":"2003"},{"key":"S2717554520500186BIB003","first-page":"2210","volume-title":"Thirteenth Annual Conf. Int. Speech Communication Association","author":"Greene E.","year":"2012"},{"key":"S2717554520500186BIB004","first-page":"76","volume-title":"Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics","author":"Danescu-Niculescu-Mizil C.","year":"2011"},{"key":"S2717554520500186BIB005","doi-asserted-by":"publisher","DOI":"10.1145\/3183370"},{"key":"S2717554520500186BIB006","first-page":"231","volume-title":"Proceedings of the Twelfth International AAAI Conference on Web and Social Media (ICWSM 2018)","author":"Pavllo D.","year":"2018"},{"key":"S2717554520500186BIB007","first-page":"128","volume":"32","author":"Wu Y. F.","year":"2018","journal-title":"J. Chin. Inf. Process."},{"issue":"3","key":"S2717554520500186BIB008","first-page":"118","volume":"33","author":"Zhang C. L.","year":"2019","journal-title":"J. Chin. Inf. Process."},{"key":"S2717554520500186BIB009","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/E14-1005"},{"key":"S2717554520500186BIB010","first-page":"1","volume-title":"Proc. 18th Annual Symp. Pattern Recognition Association of South Africa (PRASA\u201907)","author":"Glass K.","year":"2007"},{"key":"S2717554520500186BIB011","first-page":"1013","volume-title":"Proc. Twenty-Fourth AAAI Conf. Artificial Intelligence","author":"Elson D. K.","year":"2010"},{"key":"S2717554520500186BIB014","first-page":"790","volume-title":"Proc. 2012 Joint Conf. Empirical Methods in Natural Language Processing and Computational Natural Language Learning","author":"O\u2019Keefe T.","year":"2012"},{"key":"S2717554520500186BIB017","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W19-2504"},{"key":"S2717554520500186BIB018","first-page":"1059","volume-title":"Proc. Tenth Int. Conf. Language Resources and Evaluation (LREC\u201916)","author":"Lee J.","year":"2016"},{"key":"S2717554520500186BIB019","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2019-1614"},{"key":"S2717554520500186BIB020","doi-asserted-by":"publisher","DOI":"10.3115\/1654641.1654646"},{"key":"S2717554520500186BIB021","first-page":"989","volume-title":"Proc. 2013 Conf. Empirical Methods in Natural Language Processing","author":"Pareti S.","year":"2013"},{"key":"S2717554520500186BIB023","first-page":"817","volume-title":"Proc. Eleventh Int. Conf. Language Resources and Evaluation (LREC 2018)","author":"Ek A.","year":"2018"},{"key":"S2717554520500186BIB024","first-page":"135","volume":"5","author":"Liu Y.","year":"2014","journal-title":"J. Tsinghua Univ. (Philos. Soc. Sci.)"},{"key":"S2717554520500186BIB025","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04015-4_47"},{"issue":"4","key":"S2717554520500186BIB026","first-page":"109","volume":"33","author":"Zhang X.","year":"2019","journal-title":"J. Chin. Inf. Process."},{"issue":"2","key":"S2717554520500186BIB027","first-page":"99","volume":"31","author":"Zhao J. S.","year":"2017","journal-title":"J. Chin. Inf. Process."}],"container-title":["International Journal of Asian Language Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S2717554520500186","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,10]],"date-time":"2021-06-10T04:27:26Z","timestamp":1623299246000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S2717554520500186"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":22,"journal-issue":{"issue":"04","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["10.1142\/S2717554520500186"],"URL":"https:\/\/doi.org\/10.1142\/s2717554520500186","relation":{},"ISSN":["2717-5545","2424-791X"],"issn-type":[{"type":"print","value":"2717-5545"},{"type":"electronic","value":"2424-791X"}],"subject":[],"published":{"date-parts":[[2020,12]]}}}