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基于深度学习的相似语言短文本的语种识别方法 被引量:1
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作者 张琳琳 杨雅婷 +2 位作者 陈沾衡 潘一荣 李毓 《计算机应用与软件》 北大核心 2020年第2期124-129,176,共7页
在语种识别中,传统的N-Gram方法对文本长度依赖度高,因而无法有效地对短文本进行语种识别。现有的基于神经网络的模型无法同时考虑词本身信息和词间组合信息,从而降低了短文本语种识别的质量。针对以上问题,提出一种基于深度学习的字符... 在语种识别中,传统的N-Gram方法对文本长度依赖度高,因而无法有效地对短文本进行语种识别。现有的基于神经网络的模型无法同时考虑词本身信息和词间组合信息,从而降低了短文本语种识别的质量。针对以上问题,提出一种基于深度学习的字符级短文本语种识别方法。采用卷积神经网络从字符向量中获取词中字符组合信息;通过长短期记忆网络获取词与词之间的特征信息;使用全连接网络实现相似语言的语种识别。在维吾尔语、哈萨克语以及DSL2017数据集上的实验结果表明,该方法可以有效地提高相似语言短文本的识别精度。 展开更多
关键词 语种识别 相似语言 短文本 神经网络 文本分类
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Development of rare earth resources outside China and rare earth supply & demand relationships 被引量:4
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作者 chen zhanheng 《China Rare Earth Information》 2018年第10期1-4,共4页
1. The development of rare earth resources outside China With the promotion of domestic rectification on rare earth industry and cracking down on illegal rare earth production, illegal rare earth mining has been restr... 1. The development of rare earth resources outside China With the promotion of domestic rectification on rare earth industry and cracking down on illegal rare earth production, illegal rare earth mining has been restrained to some extent. The current rare earth industry policies, especially the total volume control policy and the management on rare earth exploration and mining rights, stimulate the development of rare earth projects outside China. 展开更多
关键词 稀土元素 需求关系 开发 资源 供应 中国 工业生产 工业政策
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Rare earth supply and demand in the post-WTO era 被引量:1
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作者 chen zhanheng 《China Rare Earth Information》 2013年第11期1-3,共3页
What is the post-WTO era?China became one member of WTO on 10 November 2001,followed by five years'transitional period.Post-WTO era should start from 2007 after the transition period.China began to issue mandatory... What is the post-WTO era?China became one member of WTO on 10 November 2001,followed by five years'transitional period.Post-WTO era should start from 2007 after the transition period.China began to issue mandatory production quotas on RE mineral products since 2006 and on RE smelting products since 2007,which was right in the era of the post-WTO.RE demand and supply situation in the post-WTO era is analyzed in this paper,based on current status quo of China's RE industry and 展开更多
关键词 WTO 稀土 供给 可再生能源政策 可再生能源产业 世贸组织 冶炼产品 中国
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Thermodynamic properties of LaCrO_3
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作者 chen zhanheng XING Xianran +2 位作者 YUAN Wenxia HUANG Xiaowei LI Hongwei 《Rare Metals》 SCIE EI CAS CSCD 2006年第5期562-566,共5页
The nano powders of LaCrO3 were prepared by a sol-gel route. The heat capacity of LaCrO3 nano powders from 350 to 550 K was measured by DSC method and expressed as: Cpa2CrO3) (±0.112) = 166.844 - 8.500 ×... The nano powders of LaCrO3 were prepared by a sol-gel route. The heat capacity of LaCrO3 nano powders from 350 to 550 K was measured by DSC method and expressed as: Cpa2CrO3) (±0.112) = 166.844 - 8.500 ×10^-3T- 1.022×10^6T^-2 (J/(mol.K)) (350-550 K). An EMF measurement assembly was developed with CaF2 as an electrolyte for the galvanic cell. From measured EMF data of the reversible cell, (-) PL La2O3, LaF3, O2 (1 atm)lCaF2O2(1 atm), LaF3, LaCrO3, Cr2O3, Pt(+), and the relevant value of Gibbs free energy, the Gibbs free energy of formation of LaCrO3 was calculated from 700 to 885 K: △G ФaLaCrO3 = -1555.364 + 0.354T (kJ/mol) (700-885 K). And the Gibbs free energy change of reaction from simple oxides La2O3 and Cr2O3 was calculated to be: AG f Oox(LaCrO3) = -94.758 + 8.530×10^-2T(kJ/mol) (700-885 K). 展开更多
关键词 lanthanum chromate Gibbs free energy of formation heat capacity EMF measurement nano powder
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普通高等学校师范类专业认证的SWOT分析及对策研究——以伊犁师范大学为例 被引量:1
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作者 陈展衡 尹为华 《伊犁师范大学学报(自然科学版)》 2022年第2期53-58,共6页
百年大计,教育为本;教育大计,教师为本,师范教育的质量关系到新时代教师队伍建设和教师教育振兴行动.引用SWOT矩阵分析模型,分析了教师教育的内部优势、内部劣势、外部机遇、外部威胁,认为做好师范类专业认证工作,是提高师范教育质量的... 百年大计,教育为本;教育大计,教师为本,师范教育的质量关系到新时代教师队伍建设和教师教育振兴行动.引用SWOT矩阵分析模型,分析了教师教育的内部优势、内部劣势、外部机遇、外部威胁,认为做好师范类专业认证工作,是提高师范教育质量的最佳选择.从充分理解认证的目的和意义、研究认证理念、把握核心理念、促进目标达成、动态数据分析、双师型教师队伍、修订人才培养方案、高质量文本、熟悉认证流程等方面阐述了普通高等学校师范类专业认证策略,希望能为师范类专业认证工作助力. 展开更多
关键词 师范类专业认证 SWOT 高校
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China import and export of NdFeB products in 2020 被引量:1
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作者 chen zhanheng 《China Rare Earth Information》 2021年第2期16-20,共5页
1.Export 1.1 Export quantity In 2020,China exported totally 40,800 tons of NdFeB products including rare earth permanent magnets,NdFeB magnetic powder,other NdFeB alloys and permanent magnetic cast strip,with a year-o... 1.Export 1.1 Export quantity In 2020,China exported totally 40,800 tons of NdFeB products including rare earth permanent magnets,NdFeB magnetic powder,other NdFeB alloys and permanent magnetic cast strip,with a year-on-year increase of 0.24 percent.The export value was 1.782 billion US dollars,a year-on-year increase of 0.14 percent.The average price was 43.65 US dollars per kilogram,with a year-on-year decrease of 0.10 percent. 展开更多
关键词 EXPORTED NDFEB EXPORT
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Analysis and outlook of rare earth market since 2010
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作者 chen zhanheng Ye Shaoshuo Xu Peng 《China Rare Earth Information》 2016年第7期1-5,共5页
<正>Policies for rare earth industry changed significantly during 2010~2015 in order to promote healthy development of rare earth industry.The policies issued these years include'rare earth industrial pollut... <正>Policies for rare earth industry changed significantly during 2010~2015 in order to promote healthy development of rare earth industry.The policies issued these years include'rare earth industrial pollutants emission standards','rare earth enterprises’environmental protection verification and rare earth industry threshold','strengthening mining rights management and ecological environmental protection'。 展开更多
关键词 OUTLOOK verification issued LANTHANUM CERIUM carbonate NEODYMIUM SMELTING Figure PRICES
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2013 NdFeB export analysis
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作者 chen zhanheng 《China Rare Earth Information》 2014年第5期1-2,共2页
China totally exported nearly 24,000 tonsof NdFeB products during 201 3,including 18,825 tons of permanent magnet,valued USD 1.34 billion at an average price of 71.4 USD/kg;3,277 tons of NdFeB magnetic powder,valued U... China totally exported nearly 24,000 tonsof NdFeB products during 201 3,including 18,825 tons of permanent magnet,valued USD 1.34 billion at an average price of 71.4 USD/kg;3,277 tons of NdFeB magnetic powder,valued USD 1 01 million at an average price of 30.9 USD/kg;1,334 tons of strip casting ribbon,with total export value of USD 74million at an average price of 55.3 USD/kg;and 展开更多
关键词 钕铁硼磁粉 出口 薄带连铸 钕铁硼合金 美元 价格 平均 价值
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Some thoughts on development of China rare earth industry and scientific technology
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作者 chen zhanheng 《China Rare Earth Information》 2011年第3期1-5,共5页
Ⅰ.Media background'Rare earth'has become a hot topic globally since 2009.The Times of UK published an article entitled 'China takes charge of keys to technologies' future 'on 9th March 2009,in whi... Ⅰ.Media background'Rare earth'has become a hot topic globally since 2009.The Times of UK published an article entitled 'China takes charge of keys to technologies' future 'on 9th March 2009,in which China was considered to have become the largest monopoly country on rare earth metals' supply and the leading position would make China control the future of consumer electronic products and green technology.Triggered by the article,more and more attentions were paid to'China rare earth'by media inside and outside China. 展开更多
关键词 稀土产业 中国 科学技术 消费电子产品 充电技术 绿色技术 稀土金属 媒体
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Analysis of 2015 Chinese rare earth export market
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作者 chen zhanheng Xu Peng 《China Rare Earth Information》 2016年第6期1-3,共3页
China's rare earth export policy changed greatly in 2015.Rare earth export quotas were cancelled in early January and export tariffs were put an end in early may.The cancellation of both export policies greatly st... China's rare earth export policy changed greatly in 2015.Rare earth export quotas were cancelled in early January and export tariffs were put an end in early may.The cancellation of both export policies greatly stimulated rare earth export markets during 2015.China totally exported about 34,800 tons of rare earth products during 2015,up 25.62%year-on-year;export value reached about$373 million,up 0.24%year-on-year;average export price was$10.71 per kg,down 20.20%year-on-year. 展开更多
关键词 出口政策 稀土产品 市场分析 中国 出口市场 美元 关税
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2013 rare earth price indeX and market trend
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作者 chen zhanheng 《China Rare Earth Information》 2014年第5期2-3,共2页
1.Rare earth price index changes The Association of China Rare Earth Industry has introduced Rare Earth Price Index(REPI)system to assess rare earth market.The system adopts sales volume and dealing price of 18kinds o... 1.Rare earth price index changes The Association of China Rare Earth Industry has introduced Rare Earth Price Index(REPI)system to assess rare earth market.The system adopts sales volume and dealing price of 18kinds of rare earth oxides.The year 2010 is regarded as the base period and the base price index of rare earth is 100.Chart 1 shows 展开更多
关键词 稀土市场 价格指数 市场趋势 指数和 稀土氧化物 行业协会
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2021 Rare earth import and export in China
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作者 chen zhanheng 《China Rare Earth Information》 2022年第1期18-21,共4页
Ⅰ.Export of rare earths China totally exported 48,900 tons of rare earth products in 2021,up 38%year-on-year,valuing 4.22 billion yuan,up 77.12%year-on-year.The average export price was 86.26 yuan/kg,up 28.34%year-on... Ⅰ.Export of rare earths China totally exported 48,900 tons of rare earth products in 2021,up 38%year-on-year,valuing 4.22 billion yuan,up 77.12%year-on-year.The average export price was 86.26 yuan/kg,up 28.34%year-on-year.Among them,the export of rare earth compounds was about 39,500 tons,up 34.93%year-on-year,valuing 3.215 billion yuan,up 76.29%,with the average price of 81.44 yuan/kg,up 30.65%. 展开更多
关键词 EXPORTED PRICE EARTH
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Chinese import and export of rare earth products in China in 2020
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作者 chen zhanheng 《China Rare Earth Information》 2021年第1期24-29,共6页
1.Rare earth export China exported 35,400 tons rare earth products by weight in 2020,with a decrease of 23.49%,and amounted to US$344 million in value,a yearon-year decrease of 21.88%,and the average price of export p... 1.Rare earth export China exported 35,400 tons rare earth products by weight in 2020,with a decrease of 23.49%,and amounted to US$344 million in value,a yearon-year decrease of 21.88%,and the average price of export products was US$9.70 per kg,fell by2.13%over the previous year.In the total export products,rare earth compounds were exported about 29,300 tons in volume,a year-on-year decrease of 25.90%;the export value was about US$263 million,down 18.84% at an average price of US$8.99 per kilogram,rising 9.55% compare to that of last year. 展开更多
关键词 EXPORTED PRICE EARTH
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Report on Chinese rare earth import and export in 2019
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作者 chen zhanheng 《China Rare Earth Information》 2020年第2期18-22,共5页
1 Rare earth export In 2019,China totally exported 46,300 tons of rare earth in amount down 12.64%,and US$440 million in value,down 14.44%year-onyear(YoY).The average price of exported rare earth was US$9.5 per kilogr... 1 Rare earth export In 2019,China totally exported 46,300 tons of rare earth in amount down 12.64%,and US$440 million in value,down 14.44%year-onyear(YoY).The average price of exported rare earth was US$9.5 per kilogram,fell by 2.06%Yo Y.In the total export,rare earth compounds takes the majority proportion with 39,500 tons,down 13.51%from the previous year,accounting for 85.31%,but its export value was US$440 million in value,down only 10.76%,that is to say,the average price increased by 3.17%YoY. 展开更多
关键词 EXPORTED PRICE EARTH
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China Import and Export of NdFeB products in 2019
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作者 chen zhanheng 《China Rare Earth Information》 2020年第3期18-23,共6页
Export Neodymium-iron-boron products include rare earth permanent magnets,neodymiumiron-boron(NdFeB)magnetic powder,other NdFeB alloys and rapid-solidified permanent magnets.China shipped 40700 tons or US$1.78 billion... Export Neodymium-iron-boron products include rare earth permanent magnets,neodymiumiron-boron(NdFeB)magnetic powder,other NdFeB alloys and rapid-solidified permanent magnets.China shipped 40700 tons or US$1.78 billion worth of NdFeB products in 2019,reflecting a 3.71% increase in volume but a 4.79% decreased year-on-year.The average price was US$43.69 per kilogram,an 8.20% decrease from 2018. 展开更多
关键词 NDFEB EXPORT MAGNETS
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