{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T20:00:27Z","timestamp":1759694427377,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,12,21]],"date-time":"2018-12-21T00:00:00Z","timestamp":1545350400000},"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":[[2018,12,21]]},"DOI":"10.1145\/3302425.3302501","type":"proceedings-article","created":{"date-parts":[[2019,2,6]],"date-time":"2019-02-06T19:17:35Z","timestamp":1549480655000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Text Classification of Micro-blog's \"Tree Hole\" Based on Convolutional Neural Network"],"prefix":"10.1145","author":[{"given":"Xiaoli","family":"Zhao","sequence":"first","affiliation":[{"name":"Beijing University of Technology, Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaofu","family":"Lin","sequence":"additional","affiliation":[{"name":"Beijing Institute of Smart City Beijing University of Technology, Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhisheng","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Computer Science, VU University Amsterdam, The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,12,21]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Zengxing Xuan(2017). The suicide micro-blog has become a tree hole with 580 000 messages{N}. Freezing Point 17 (1040).  Zengxing Xuan(2017). The suicide micro-blog has become a tree hole with 580 000 messages{N}. Freezing Point 17 (1040)."},{"issue":"5","key":"e_1_3_2_1_2_1","first-page":"421","article-title":"A pilot study of differences in behavioral and linguistic characteristics between Sina suicide microblog users and Sina microblog users without suicide idea{J}","volume":"36","author":"Guan Li","year":"2015","unstructured":"Li Guan , Bibo Hao ( 2015 ). A pilot study of differences in behavioral and linguistic characteristics between Sina suicide microblog users and Sina microblog users without suicide idea{J} . The Chinese Journal of Epidemiology , 36 ( 5 ), 421 -- 425 . Li Guan, Bibo Hao(2015). A pilot study of differences in behavioral and linguistic characteristics between Sina suicide microblog users and Sina microblog users without suicide idea{J}. The Chinese Journal of Epidemiology, 36(5), 421--425.","journal-title":"The Chinese Journal of Epidemiology"},{"volume-title":"Research on Micro-blog Sentiment Classification Based on Cotraining{D}","author":"Yao","key":"e_1_3_2_1_3_1","unstructured":"Yao Li(2018). Research on Micro-blog Sentiment Classification Based on Cotraining{D} . Southwest Jiaotong University . Yao Li(2018). Research on Micro-blog Sentiment Classification Based on Cotraining{D}.Southwest Jiaotong University."},{"volume-title":"Proceedings of the Meeting of the Association for Computational Linguistics, 1386--1395","author":"Paltoglou","key":"e_1_3_2_1_4_1","unstructured":"Paltoglou G, Thelwall M(2010). A study of information re-trieval weighting schemes for sentiment anlysis{C} . Proceedings of the Meeting of the Association for Computational Linguistics, 1386--1395 . Paltoglou G, Thelwall M(2010). A study of information re-trieval weighting schemes for sentiment anlysis{C}. Proceedings of the Meeting of the Association for Computational Linguistics, 1386--1395."},{"key":"e_1_3_2_1_5_1","unstructured":"Qin He Yang Wang(2018). Hybrid Extremely Short Texts Classification Model Based on Emotion Tendency and SVM{J}.bulletin of science and technology 34(8) 149--154.  Qin He Yang Wang(2018). Hybrid Extremely Short Texts Classification Model Based on Emotion Tendency and SVM{J}.bulletin of science and technology 34(8) 149--154."},{"key":"e_1_3_2_1_6_1","unstructured":"Lu xu(2017).Research and Application of Sentiment Analysis Based on Microblog Topic Comments{D} Harbin Institute of Technology  Lu xu(2017).Research and Application of Sentiment Analysis Based on Microblog Topic Comments{D} Harbin Institute of Technology"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Kim(2014). Convolutional Neural Networks for Sentence Classification{C}. EMNLP 1746--1751.  Kim(2014). Convolutional Neural Networks for Sentence Classification{C}. EMNLP 1746--1751.","DOI":"10.3115\/v1\/D14-1181"},{"key":"e_1_3_2_1_8_1","unstructured":"Bixuan Zhao Ning Fang et al(2017). Depth Learning Model of Text Classification Based on Pinyin Features{J}.Chinese High Technology Letters 27(7):596--603.  Bixuan Zhao Ning Fang et al(2017). Depth Learning Model of Text Classification Based on Pinyin Features{J}.Chinese High Technology Letters 27(7):596--603."},{"volume-title":"Research on Short Text Representation and Classification Based on Convolutional Neural Network{D}. Shandong","author":"Ru","key":"e_1_3_2_1_9_1","unstructured":"Ru Wang(2018). Research on Short Text Representation and Classification Based on Convolutional Neural Network{D}. Shandong , Shandong Normal University . Ru Wang(2018). Research on Short Text Representation and Classification Based on Convolutional Neural Network{D}. Shandong, Shandong Normal University."},{"volume-title":"A Detection Model for Identification of Depressed College Students on WeiBo Social Network{D}","author":"Pengyu","key":"e_1_3_2_1_10_1","unstructured":"Pengyu li(2014). A Detection Model for Identification of Depressed College Students on WeiBo Social Network{D} . Harbin Institute of Technology Pengyu li(2014). A Detection Model for Identification of Depressed College Students on WeiBo Social Network{D}.Harbin Institute of Technology"},{"key":"e_1_3_2_1_11_1","unstructured":"Donghui Lin(2009).Study on the choice optimum parameters of support vector machine{J}.Jounal of Hebei University of Science and Technology 30(01) 58--61.  Donghui Lin(2009).Study on the choice optimum parameters of support vector machine{J}.Jounal of Hebei University of Science and Technology 30(01) 58--61."},{"key":"e_1_3_2_1_12_1","unstructured":"Fengwei Cheng WenJian Wang(2014). Dynamic Granular Support Vector Machine Learning Algorithm{J}.PR& AI 27(04) 372--377.  Fengwei Cheng WenJian Wang(2014). Dynamic Granular Support Vector Machine Learning Algorithm{J}.PR& AI 27(04) 372--377."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Lecun Y Bottou L Bengio Y etal(1998). Gradient-based learning applied to document recognition{J}.Proceedings of the IEEE 86(11) 2278--2324.  Lecun Y Bottou L Bengio Y et al(1998). Gradient-based learning applied to document recognition{J}.Proceedings of the IEEE 86(11) 2278--2324.","DOI":"10.1109\/5.726791"},{"key":"e_1_3_2_1_14_1","unstructured":"Jian Liu Qian Yuan(2018). Review of convolutional neural networks{J}. Computer Era 19--23.  Jian Liu Qian Yuan(2018). Review of convolutional neural networks{J}. Computer Era 19--23."},{"key":"e_1_3_2_1_15_1","unstructured":"Haixia chen(2018). The short text classification algorithm about keyword association and CNN{J}.Computer Knowledge and Technology 14(22) 261--264.  Haixia chen(2018). The short text classification algorithm about keyword association and CNN{J}.Computer Knowledge and Technology 14(22) 261--264."},{"volume-title":"Research on Chinese Emotional Dictionary Construction Method Based on micro-blog Emoji{D}","author":"Yifan","key":"e_1_3_2_1_16_1","unstructured":"Yifan Jia(2018). Research on Chinese Emotional Dictionary Construction Method Based on micro-blog Emoji{D} . Lanzhou University of Technology . Yifan Jia(2018). Research on Chinese Emotional Dictionary Construction Method Based on micro-blog Emoji{D}.Lanzhou University of Technology."},{"issue":"4","key":"e_1_3_2_1_17_1","first-page":"34","article-title":"Sentiment Classification of Hotel Reviews Based on Sentiment Dictionary{J}","volume":"32","author":"Chen Keyu","year":"2018","unstructured":"Keyu Chen , Zhongshi He ( 2018 ). Sentiment Classification of Hotel Reviews Based on Sentiment Dictionary{J} . Modern Computer , 32 ( 4 ), 34 -- 39 . Keyu Chen, Zhongshi He(2018). Sentiment Classification of Hotel Reviews Based on Sentiment Dictionary{J}. Modern Computer, 32(4), 34--39.","journal-title":"Modern Computer"}],"event":{"name":"ACAI 2018: 2018 International Conference on Algorithms, Computing and Artificial Intelligence","sponsor":["The Hong Kong Polytechnic The Hong Kong Polytechnic University","City University of Hong Kong City University of Hong Kong"],"location":"Sanya China","acronym":"ACAI 2018"},"container-title":["Proceedings of the 2018 International Conference on Algorithms, Computing and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3302425.3302501","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3302425.3302501","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T19:05:46Z","timestamp":1750273546000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3302425.3302501"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,21]]},"references-count":17,"alternative-id":["10.1145\/3302425.3302501","10.1145\/3302425"],"URL":"https:\/\/doi.org\/10.1145\/3302425.3302501","relation":{},"subject":[],"published":{"date-parts":[[2018,12,21]]},"assertion":[{"value":"2018-12-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}