{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T18:57:20Z","timestamp":1742929040961,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":19,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819771837"},{"type":"electronic","value":"9789819771844"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-7184-4_22","type":"book-chapter","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T06:41:16Z","timestamp":1724308876000},"page":"258-268","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Research on Classification Method of Construction Laws and Regulations Data"],"prefix":"10.1007","author":[{"given":"Chunkai","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bianping","family":"su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yusong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Longqing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yantao","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,8,21]]},"reference":[{"issue":"01","key":"22_CR1","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1360\/crad20050113","volume":"42","author":"L Ronglu","year":"2005","unstructured":"Ronglu, L., Jianhui, W., Xiaoyun, C., Tao Xiaopeng, H., Yunfa.: Chinese text classification using the maximum entropy model. J. Comput. Res. Dev. 42(01), 94\u2013101 (2005)","journal-title":"J. Comput. Res. Dev."},{"issue":"05","key":"22_CR2","doi-asserted-by":"publisher","first-page":"856","DOI":"10.3724\/SP.J.1016.2011.00856","volume":"34","author":"H Chenghui","year":"2011","unstructured":"Chenghui, H., Jian, Y., Fang, H.: A text similarity measurement method combining term semantic information and TF-IDF. Chin. J. Comput. 34(05), 856\u2013864 (2011)","journal-title":"Chin. J. Comput."},{"key":"22_CR3","first-page":"71","volume":"01","author":"L Jingmei","year":"2003","unstructured":"Jingmei, L., Lihua, S., Qiaorong, Z., Chunsheng, Z.: A naive bayes classifier in text processing. J. Harbin Eng. Univ. 01, 71\u201374 (2003)","journal-title":"J. Harbin Eng. Univ."},{"issue":"06","key":"22_CR4","first-page":"1","volume":"1","author":"C Erjing","year":"2017","unstructured":"Erjing, C., Enbo, J.: A survey on text similarity calculation methods. Data Anal. Knowl. Disc. 1(06), 1\u201311 (2017)","journal-title":"Data Anal. Knowl. Disc."},{"issue":"5","key":"22_CR5","first-page":"133","volume":"34","author":"Z Huaxin","year":"2015","unstructured":"Huaxin, Z.: Research on text classification based on SVM. Inf. Explor. 34(5), 133\u2013135 (2015)","journal-title":"Inf. Explor."},{"issue":"03","key":"22_CR6","first-page":"32","volume":"26","author":"W Fang Kuangnan","year":"2011","unstructured":"Fang Kuangnan, W., Jianbin, Z.J., et al.: A survey of random forest methods. Stat. Inf. Forum 26(03), 32\u201338 (2011)","journal-title":"Stat. Inf. Forum"},{"issue":"07","key":"22_CR7","first-page":"21","volume":"20","author":"W Qian","year":"2012","unstructured":"Qian, W., Cheng, W., Zhenyuan, F., Jinfeng, Y.: A survey of k-means clustering algorithm. Electron. Des. Eng. 20(07), 21\u201324 (2012)","journal-title":"Electron. Des. Eng."},{"issue":"08","key":"22_CR8","first-page":"2806","volume":"29","author":"S Zhijun","year":"2012","unstructured":"Zhijun, S., Xue Lei, X., Yangming, et al.: A survey of deep learning. Appl. Res. Comput. 29(08), 2806\u20132810 (2012)","journal-title":"Appl. Res. Comput."},{"issue":"10","key":"22_CR9","doi-asserted-by":"publisher","first-page":"1872","DOI":"10.1007\/s11431-020-1647-3","volume":"63","author":"X Qiu","year":"2020","unstructured":"Qiu, X., Sun, T., Xu, Y., Shao, Y., Dai, N., Huang, X.: Pre-trained models for natural language processing: a survey. Sci. China Technol. Sci. 63(10), 1872\u20131897 (2020). https:\/\/doi.org\/10.1007\/s11431-020-1647-3","journal-title":"Sci. China Technol. Sci."},{"key":"22_CR10","unstructured":"Yu, L.: Classification of flight test operation issues based on TextCNN. (Note: This reference does not include a journal name or volume\/issue information, so I assumed a general format for an article without a specific journal citation.) (2023)"},{"key":"22_CR11","doi-asserted-by":"crossref","unstructured":"Wilkho, R.S., Chang, S., Gharaibeh, N.G.: FF-BERT: a BERT-based ensemble for automated classification of web-based text on flash flood events. Adv. Eng. Inform. 59, 102293 (2024)","DOI":"10.1016\/j.aei.2023.102293"},{"issue":"10","key":"22_CR12","first-page":"1115","volume":"14","author":"MA Munzir","year":"2023","unstructured":"Munzir, M.A., M. W. A.: Improving scientific literature classification: a parameter-efficient transformer-based approach. Int. J. Electr. Comput. Eng. Sys. 14(10), 1115\u20131123 (2023)","journal-title":"Int. J. Electr. Comput. Eng. Sys."},{"key":"22_CR13","doi-asserted-by":"crossref","unstructured":"Zhen, Y., Frank, E.: Optimal performance of binary relevance CNN in targeted multi-label text classification. Knowl. Based Sys. 284, 111286 (2024)","DOI":"10.1016\/j.knosys.2023.111286"},{"key":"22_CR14","doi-asserted-by":"crossref","unstructured":"He, Y., Xiong, Q., Ke, C., et al.: MCICT: graph convolutional network-based end-to-end model for multi-label classification of imbalanced clinical text. Biomed. Signal Process. Control 91, 105873 (2024)","DOI":"10.1016\/j.bspc.2023.105873"},{"key":"22_CR15","doi-asserted-by":"crossref","unstructured":"Lefebvre, G., Elghazel, H., Guillet, T., et al.: A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification. Data Knowl. Eng. 150, 102281 (2024)","DOI":"10.1016\/j.datak.2024.102281"},{"key":"22_CR16","doi-asserted-by":"crossref","unstructured":"Galal, O., Abdel-Gawad, A.H., Farouk, M.: Federated freeze BERT for text classification. J. Big Data. 11(1), 28 (2024)","DOI":"10.1186\/s40537-024-00885-x"},{"key":"22_CR17","doi-asserted-by":"crossref","unstructured":"Tan, L., Yi, J., Yang, F.: Improving performance of massive text real-time classification for document confidentiality management. Appl. Sci. 14(4), 1565 (2024)","DOI":"10.3390\/app14041565"},{"key":"22_CR18","doi-asserted-by":"crossref","unstructured":"Khataei, H.M., Soleimanian, F.G., Kambiz, M., et al.: A hybrid model based on convolutional neural network and long short-term memory for multi-label text classification. Neural Process. Lett. 56(2), 42 (2024)","DOI":"10.1007\/s11063-024-11500-8"},{"key":"22_CR19","doi-asserted-by":"crossref","unstructured":"Feng, Z., Mao, K., Zhou, H.. Adaptive micro- and macro-knowledge incorporation for hierarchical text classification. Expert Sys. Appl. 248, 123374 (2024)","DOI":"10.1016\/j.eswa.2024.123374"}],"container-title":["Lecture Notes in Computer Science","Advances in Swarm Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-7184-4_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T06:44:50Z","timestamp":1724309090000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-7184-4_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819771837","9789819771844"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-7184-4_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"21 August 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Swarm Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Xining","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 August 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"swarm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iasei.org\/icsi2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}