{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T06:08:41Z","timestamp":1768457321360,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":12,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,12,22]],"date-time":"2023-12-22T00:00:00Z","timestamp":1703203200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,12,22]]},"DOI":"10.1145\/3660043.3660120","type":"proceedings-article","created":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T10:18:07Z","timestamp":1717064287000},"page":"431-436","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Comparative Analysis of Mobile Learning Needs for L2 Learners Based on Data Mining"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-1924-1334","authenticated-orcid":false,"given":"Mingjian","family":"Zheng","sequence":"first","affiliation":[{"name":"The School of Information Science, Beijing Language and Culture University, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6630-8870","authenticated-orcid":false,"given":"Juan","family":"Xu","sequence":"additional","affiliation":[{"name":"The School of Information Science, Beijing Language and Culture University, China"}]}],"member":"320","published-online":{"date-parts":[[2024,5,30]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.31681\/jetol.378241Sam"},{"key":"e_1_3_2_1_2_1","article-title":"A probe into the present situation of Chinese learning app in TCSL","volume":"2020","author":"Juan Cheng","year":"2020","unstructured":"Cheng Juan, Lu Yuan. 2020. A probe into the present situation of Chinese learning app in TCSL. Journal of East China University of Technology (Social Science), 2020, 39(4): 384-389.","journal-title":"Journal of East China University of Technology (Social Science)"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","unstructured":"Yang Lina Wei Yonghong Xiao Kexi Wang Weihua. 2018. Research on Personalized Learning Service Mechanism Driven by Educational Big Data. e-Education Research (09) 68-74. doi:10.13811\/j.cnki.eer.2020.09.010.","DOI":"10.13811\/j.cnki.eer.2020.09.010"},{"key":"e_1_3_2_1_4_1","volume-title":"Educational data mining and learning analytics: An updated survey","author":"Cristobal Romero","year":"2020","unstructured":"Romero Cristobal, Ventura Sebastia. 2020. Educational data mining and learning analytics: An updated survey. Wiley interdisciplinary reviews: Data mining and knowledge discovery, 2020, 10(3): e1355."},{"key":"e_1_3_2_1_5_1","volume-title":"Shanghai iResearch Consulting Co","author":"Mobile App Operation Growth White Paper","year":"2022","unstructured":"White Paper on Insights into Mobile App Operation Growth. Shanghai iResearch Consulting Co., Ltd. iResearch Consulting Series Research Report (Issue 7, 2022). 2022: 44."},{"key":"e_1_3_2_1_6_1","first-page":"750","article-title":"A review: Text Sentiment Analysis Method","volume":"2019","author":"Wei Hong","year":"2019","unstructured":"Hong Wei, Li Ming. 2019. A review: Text Sentiment Analysis Method. Computer Engineering and Science, 2019, 41(04): 750-757.","journal-title":"Computer Engineering and Science"},{"key":"e_1_3_2_1_7_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805","author":"Jacob Devlin","year":"2018","unstructured":"Devlin Jacob, Chang Mingwei, Lee Kenton. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805, 2018."},{"key":"e_1_3_2_1_8_1","volume-title":"Visualizing and understanding the effectiveness of BERT. arXiv preprint arXiv:1908.05620","author":"Hao Yaru","year":"2019","unstructured":"Yaru Hao, Li Dong, Furu Wei, Ke Xu. 2019. Visualizing and understanding the effectiveness of BERT. arXiv preprint arXiv:1908.05620, 2019."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10020101"},{"key":"e_1_3_2_1_10_1","first-page":"1","article-title":"A Review of Text Similarity Calculation Methods","volume":"2017","author":"Erjing Chen","year":"2017","unstructured":"Chen Erjing, Jiang Enbo. 2017. A Review of Text Similarity Calculation Methods. Data Analysis and Knowledge Discovery, 2017, 1(06): 1-11.","journal-title":"Data Analysis and Knowledge Discovery"},{"key":"e_1_3_2_1_11_1","volume-title":"a distilled version of BERT: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108","author":"Victor Sanh","year":"2019","unstructured":"Sanh Victor, Debut Lysandre, Chaumond Julien. 2019. DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter. arXiv preprint arXiv:1910.01108, 2019."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPRECON55716.2022.10059542"}],"event":{"name":"ICIEAI 2023: 2023 International Conference on Information Education and Artificial Intelligence","location":"Xiamen China","acronym":"ICIEAI 2023"},"container-title":["Proceedings of the 2023 International Conference on Information Education and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3660043.3660120","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3660043.3660120","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T12:22:02Z","timestamp":1755778922000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3660043.3660120"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,22]]},"references-count":12,"alternative-id":["10.1145\/3660043.3660120","10.1145\/3660043"],"URL":"https:\/\/doi.org\/10.1145\/3660043.3660120","relation":{},"subject":[],"published":{"date-parts":[[2023,12,22]]},"assertion":[{"value":"2024-05-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}