{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:24:42Z","timestamp":1750220682852,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,12,24]],"date-time":"2020-12-24T00:00:00Z","timestamp":1608768000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Chinese National Nature ScienceYouth Foundation Research","award":["61702564"],"award-info":[{"award-number":["61702564"]}]},{"name":"Young TeacherTraining Project in Sun Yat-sen University","award":["20000-31610507"],"award-info":[{"award-number":["20000-31610507"]}]},{"name":"Soft Science Foundation of Guangdong Province","award":["2019A101002020"],"award-info":[{"award-number":["2019A101002020"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,12,24]]},"DOI":"10.1145\/3446132.3446169","type":"proceedings-article","created":{"date-parts":[[2021,3,10]],"date-time":"2021-03-10T00:15:23Z","timestamp":1615335323000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Multi-data Fusion Based Marketing Prediction of Listed Enterprise Using MS-LSTM Model"],"prefix":"10.1145","author":[{"given":"Ziyang","family":"Pan","sequence":"first","affiliation":[{"name":"Sun Yat-Sen University, China"}]},{"given":"Zhishan","family":"Huang","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, China"}]},{"given":"Xiaowen","family":"Lin","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, China"}]},{"given":"Songxia","family":"Li","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, China"}]},{"given":"Huanze","family":"Zeng","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, China"}]},{"given":"Daifeng","family":"Li","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, China"}]}],"member":"320","published-online":{"date-parts":[[2021,3,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Minxian Chen. 2019. The influence of big data analysis of intelligent manufacturing under machine learning on start-ups enterprise. Enterprise Information Systems(2019) 1\u201316.  Minxian Chen. 2019. The influence of big data analysis of intelligent manufacturing under machine learning on start-ups enterprise. Enterprise Information Systems(2019) 1\u201316.","DOI":"10.1080\/17517575.2019.1694180"},{"key":"e_1_3_2_1_2_1","volume-title":"Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805(2018).","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805(2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805(2018)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/su12072980"},{"key":"e_1_3_2_1_4_1","volume-title":"Performance appraisal of business administration based on artificial intelligence and convolutional neural network. Journal of Intelligent & Fuzzy SystemsPreprint","author":"Gui Xin","year":"2020","unstructured":"Xin Gui . 2020. Performance appraisal of business administration based on artificial intelligence and convolutional neural network. Journal of Intelligent & Fuzzy SystemsPreprint ( 2020 ), 1\u201313. Xin Gui. 2020. Performance appraisal of business administration based on artificial intelligence and convolutional neural network. Journal of Intelligent & Fuzzy SystemsPreprint (2020), 1\u201313."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2010.05.010"},{"key":"e_1_3_2_1_6_1","volume-title":"Long short-term memory. Neural computation 9, 8","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber . 1997. Long short-term memory. Neural computation 9, 8 ( 1997 ), 1735\u20131780. Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation 9, 8 (1997), 1735\u20131780."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJTM.2015.068219"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2016.10.014"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0231335"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJTM.2006.009968"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.02.045"},{"key":"e_1_3_2_1_12_1","first-page":"4","article-title":"Research on the development status and economic effect of Shanghai high tech industry","volume":"23","author":"Mossig Ivo","year":"2007","unstructured":"Ivo Mossig . 2007 . Research on the development status and economic effect of Shanghai high tech industry . Journal of Process Control 23 (2007), 4 . Ivo Mossig. 2007. Research on the development status and economic effect of Shanghai high tech industry. Journal of Process Control 23 (2007), 4.","journal-title":"Journal of Process Control"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/11590019_55"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1080\/10580530.2016.1155946"},{"key":"e_1_3_2_1_15_1","volume-title":"Normalization: A preprocessing stage. arXiv preprint arXiv:1503.06462(2015).","author":"Patro S","year":"2015","unstructured":"S Patro and Kishore\u00a0Kumar Sahu . 2015 . Normalization: A preprocessing stage. arXiv preprint arXiv:1503.06462(2015). S Patro and Kishore\u00a0Kumar Sahu. 2015. Normalization: A preprocessing stage. arXiv preprint arXiv:1503.06462(2015)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJTM.2014.060950"},{"key":"e_1_3_2_1_17_1","volume-title":"Mean square error. Encyclopedia of Biostatistics 5","author":"Schluchter D","year":"2005","unstructured":"Mark\u00a0 D Schluchter . 2005. Mean square error. Encyclopedia of Biostatistics 5 ( 2005 ). Mark\u00a0D Schluchter. 2005. Mean square error. Encyclopedia of Biostatistics 5 (2005)."},{"key":"e_1_3_2_1_18_1","volume-title":"Research on Financial Risk Assessment Factors of Scientific and Technological Small and Medium Sized Enterprises. JOURNAL OF ADVANCED OXIDATION TECHNOLOGIES 21, 2","author":"Song Ge","year":"2018","unstructured":"Ge Song . 2018. Research on Financial Risk Assessment Factors of Scientific and Technological Small and Medium Sized Enterprises. JOURNAL OF ADVANCED OXIDATION TECHNOLOGIES 21, 2 ( 2018 ). Ge Song. 2018. Research on Financial Risk Assessment Factors of Scientific and Technological Small and Medium Sized Enterprises. JOURNAL OF ADVANCED OXIDATION TECHNOLOGIES 21, 2 (2018)."},{"key":"e_1_3_2_1_19_1","first-page":"765","article-title":"The influence of regional soft environment factors on the growth of high tech Enterprises","volume":"24","author":"Wang Shuhong","year":"2018","unstructured":"Shuhong Wang , Mei Chen , and Malin Song . 2018 . The influence of regional soft environment factors on the growth of high tech Enterprises . Neurocomputing 24 , 10 (2018), 765 \u2013 776 . Shuhong Wang, Mei Chen, and Malin Song. 2018. The influence of regional soft environment factors on the growth of high tech Enterprises. Neurocomputing 24, 10 (2018), 765\u2013776.","journal-title":"Neurocomputing"},{"key":"e_1_3_2_1_20_1","unstructured":"Eric\u00a0W Weisstein. 2006. Correlation coefficient. https:\/\/mathworld. wolfram. com\/(2006).  Eric\u00a0W Weisstein. 2006. Correlation coefficient. https:\/\/mathworld. wolfram. com\/(2006)."},{"key":"e_1_3_2_1_21_1","volume-title":"Game simulation analysis of radical innovation processes of high-tech enterprises based on WoO-EGT model. Tehni\u010dki vjesnik 26, 2","author":"Zhang Zhen","year":"2019","unstructured":"Zhen Zhang and Jintian Yu. 2019. Game simulation analysis of radical innovation processes of high-tech enterprises based on WoO-EGT model. Tehni\u010dki vjesnik 26, 2 ( 2019 ), 518\u2013526. Zhen Zhang and Jintian Yu. 2019. Game simulation analysis of radical innovation processes of high-tech enterprises based on WoO-EGT model. Tehni\u010dki vjesnik 26, 2 (2019), 518\u2013526."},{"key":"e_1_3_2_1_22_1","first-page":"2268","article-title":"Research on Business Intelligence System of Multi-objective Intelligent System Based on Data Mining","volume":"28","author":"Zhou Ye","year":"2017","unstructured":"Ye Zhou . 2017 . Research on Business Intelligence System of Multi-objective Intelligent System Based on Data Mining . AGRO FOOD INDUSTRY HI-TECH 28 , 3 (2017), 2268 \u2013 2271 . Ye Zhou. 2017. Research on Business Intelligence System of Multi-objective Intelligent System Based on Data Mining. AGRO FOOD INDUSTRY HI-TECH 28, 3 (2017), 2268\u20132271.","journal-title":"AGRO FOOD INDUSTRY HI-TECH"}],"event":{"name":"ACAI 2020: 2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence","acronym":"ACAI 2020","location":"Sanya China"},"container-title":["2020 3rd International Conference on Algorithms, Computing and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3446132.3446169","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3446132.3446169","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:03:26Z","timestamp":1750197806000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3446132.3446169"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,24]]},"references-count":22,"alternative-id":["10.1145\/3446132.3446169","10.1145\/3446132"],"URL":"https:\/\/doi.org\/10.1145\/3446132.3446169","relation":{},"subject":[],"published":{"date-parts":[[2020,12,24]]},"assertion":[{"value":"2021-03-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}