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融合TransD和边缘嵌入的知识图谱实体对齐
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作者 闫威 张萍 《辽宁大学学报(自然科学版)》 CAS 2024年第3期232-242,共11页
实体对齐用于在两个不同的知识图谱中发现在真实世界里表示同一对象的两个实体,而基于TransE模型的实体对齐方法在处理一对多、多对一、多对多等复杂关系时存在缺陷,即准确度不高的问题,不能精准推算出具有相同关系的实体,忽视了实体的... 实体对齐用于在两个不同的知识图谱中发现在真实世界里表示同一对象的两个实体,而基于TransE模型的实体对齐方法在处理一对多、多对一、多对多等复杂关系时存在缺陷,即准确度不高的问题,不能精准推算出具有相同关系的实体,忽视了实体的多样性.针对上述问题,本文提出使用TransD模型处理一对一和多对一的实体关系,但缺点是忽略了关系的内在相关性,本文进一步使用边缘嵌入方法解决实体对齐的关系三元组,使用TransDCP-Align模型嵌入关系结构,利用三元组嵌入获得每一个实体的向量表示,并迭代更新每一个实体的向量表示完成实体对齐.在真实世界数据集的实验表明,本文提出的TransDCP-Align模型比传统表示学习模型有更好的实体对齐性能. 展开更多
关键词 知识图谱 实体对齐 关系三元组 transd 边缘嵌入
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Storm分布式计算框架下基于知识图谱的快速学习资源推荐 被引量:2
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作者 刘莹 杨淑萍 张治国 《南京邮电大学学报(自然科学版)》 北大核心 2024年第3期93-99,共7页
针对在线学习资源推荐存在精度较低或实时性较差的问题,采用知识图谱进行用户及资源的知识表示,并采用长短时间记忆网络对用户资源特征差进行优化,从而将与用户特征差最小的资源推送给用户。首先,在获得在线学习记录样本后,利用知识图... 针对在线学习资源推荐存在精度较低或实时性较差的问题,采用知识图谱进行用户及资源的知识表示,并采用长短时间记忆网络对用户资源特征差进行优化,从而将与用户特征差最小的资源推送给用户。首先,在获得在线学习记录样本后,利用知识图谱进行实体特征关系的知识表示,并借助Storm分布式框架生成知识图谱中头尾实体及关系特征向量。接着,建立用户-资源实体的最小特征差目标函数,并采用长短时间记忆网络对最小特征差目标函数进行优化。最后,通过Storm分布式平台进行长短时间记忆网络的参数求解,从而快速生成稳定的相关资源推荐模型。实验结果表明,在Storm分布式框架下采用知识图谱和长短时间记忆网络实现在线资源推荐,可获得较高准确率及运行效率,在应对大规模资源的实时推荐方面具有较强的适应度。 展开更多
关键词 资源推荐 知识图谱 Storm框架 长短时间记忆 transd模型
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机床传动误差测量方法研究综述 被引量:2
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作者 宋现春 艾兴 张承瑞 《工具技术》 北大核心 2003年第8期7-10,共4页
综合评述了机床传动误差测量中常用的测量方法 (比相法和计数法 )及传感器的选用 。
关键词 机床 传动误差 测量方法 比相法 计数法 传感器 微机细分技术
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涡轮螺旋桨发动机桨叶角测量试验
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作者 朱宇 牟锦辉 原博 《航空发动机》 2010年第6期26-28,共3页
详细介绍了涡轮螺旋桨发动机桨叶角测量方法,包括桨叶角传感器的研制、安装以及测试系统数据遥测、采集处理整个无线传输过程。该方法在运八飞机试验平台上成功地进行了飞行验证,为验证螺旋桨空中调节和运行规律提供了宝贵的试验数据,... 详细介绍了涡轮螺旋桨发动机桨叶角测量方法,包括桨叶角传感器的研制、安装以及测试系统数据遥测、采集处理整个无线传输过程。该方法在运八飞机试验平台上成功地进行了飞行验证,为验证螺旋桨空中调节和运行规律提供了宝贵的试验数据,对于今后螺旋桨、旋翼及其它高速旋转部件的试飞测试具有重要参考价值。 展开更多
关键词 涡轮螺旋桨发动机 桨叶角 测量 传感器 飞行试验
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PHOTOBIOMODULATION-MEDIATED PATHW AY DIAGNOSTICS
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作者 TIMON CHENG-YI LIU LING ZHU XIANG-BO YANG 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2013年第1期18-28,共11页
Cellular pathways are ordinarily diagnosed with pathway inhibitors,related gene regulation,or fuorescent protein markers.They are also suggested to be diagnosed with pathway activation modulation of photobiomod ulatio... Cellular pathways are ordinarily diagnosed with pathway inhibitors,related gene regulation,or fuorescent protein markers.They are also suggested to be diagnosed with pathway activation modulation of photobiomod ulation(PBM)in this paper.A PBM on a biosystem function depends on whether the biosystem is in its function-specific homeostasis(FSH).An FSH,a negative feedback response for the function to be performed perfectly,is maintained by its FSH-essential subfunctions and its FSH-non-essential subfunctions(FNSs).A function in its FSH or far from its FSH is called a normal or dysfunctional function.A direct PBM may self-adaptatively modulate a dysfunctional function until it is normal so that it can be used to discover the optimum pathways for an FSH to be established.An indirect PBM may self adaptatively modulate a dysfunctional FNS of a normal function until the FNS is normal,and the normal function is then upgraded so that it can be used to discover the redundant pathways for a normal function to be upgraded. 展开更多
关键词 Signal transd uction pathway PHOTOBIOMODULATION HOMEOSTASIS REDUNDANCY
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Reprogramming plant specialized metabolism by manipulating protein kinases 被引量:1
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作者 Ruiqing Lyu Sanjay K.Singh +5 位作者 Yongliang Liu Barunava Patra Yan Zhou Bingwu Wang Sitakanta Pattanaik Ling Yuan 《aBIOTECH》 CSCD 2021年第3期226-239,共14页
Being sessile,plants have evolved sophisticated mechanisms to balance between growth and defense to survive in the harsh environment.The transition from growth to defense is commonly achieved by factors,such as protei... Being sessile,plants have evolved sophisticated mechanisms to balance between growth and defense to survive in the harsh environment.The transition from growth to defense is commonly achieved by factors,such as protein kinases(PKs)and transcription factors,that initiate signal transduction and regulate specialized metabolism.Plants produce an array of lineage-specific specialized metabolites for chemical defense and stress tolerance.Some of these molecules are also used by humans as drugs.However,many of these defense-responsive metabolites are toxic to plant cells and inhibitory to growth and development.Plants have,thus,evolved complex regulatory networks to balance the accumulation of the toxic metabolites.Perception of external stimuli is a vital part of the regulatory network.Protein kinase-mediated signaling activates a series of defense responses by phosphorylating the target pro-teins and translating the stimulus into downstream cellular signaling.As biosynthesis of specialized metabolites is triggered when plants perceive stimuli,a possible connection between PKs and spe-cial ized meta bolism is well recognized.However,the roles of PKs in plant specialized metabolism have not received much attention until recently.Here,we summarize the recent advances in understanding PKs in plant specialized metabolism.We aim to highlight how the stimulatory signals are transduced,leading to the biosynthesis of corresponding metabolites.We discuss the post-translational regulation of specialized metabolism and provide insights into the mechanisms by which plants respond to the external signals.In addition,we propose possible strategies to increase the production of plant spe-cial ized metabolites in biotechnological applications using PKs. 展开更多
关键词 Medicinal plants Protein kinases MAP kinase Specialized metabolites Post-translational regulation Signal transd uction
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