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基于话题热度演化机制的微博营销效果研究
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作者 王扶东 雷宇 刘锋涛 《统计与管理》 2022年第5期118-128,共11页
微博营销一直以来都是社交平台营销的研究热点,但是目前有关微博营销的研究大多集中于研究微博内容以及微博用户的粉丝数量等对微博营销效果的静态影响,话题热度的动态变化这一因素对微博营销效果的影响往往被忽视了。鉴于此,该文在对... 微博营销一直以来都是社交平台营销的研究热点,但是目前有关微博营销的研究大多集中于研究微博内容以及微博用户的粉丝数量等对微博营销效果的静态影响,话题热度的动态变化这一因素对微博营销效果的影响往往被忽视了。鉴于此,该文在对微博话题生命周期划分的基础上,对其演化机制进行探究,进行不同话题时期的关键字及主题分析,并基于微博话题热度的动态变化构建微博营销模型,结合热度呈爆发式增长的jk制服裙下话题名为“温柔一刀”的微博话题进行实证研究。经分析,明确了在该微博话题热度的演化机制下,不同于传统上对于创新型和模仿型用户的差异化认知,发现二者对于微博话题热度传播同等重要;且揭示了不同因素对微博营销效果的影响规律,研究发现“成长期”和“波动期”的微博营销效果最显著。 展开更多
关键词 微博营销动态模型 话题生命周期 热度演化机制 LDA主题分析
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基于差异度的网络事件群演化趋势建模方法
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作者 张茂元 肖茹凡 +1 位作者 文洋 孙树园 《计算机科学与应用》 2018年第10期1543-1551,共9页
网络事件的热度演化研究是舆情监测的基础,而现有的网络事件热度研究方法主要是采用文本处理的方法对网络上的信息进行归类,从而对单个事件进行热度分析,忽视了事件与事件间的关联。本文提出了一种基于差异度的网络事件群演化趋势建模... 网络事件的热度演化研究是舆情监测的基础,而现有的网络事件热度研究方法主要是采用文本处理的方法对网络上的信息进行归类,从而对单个事件进行热度分析,忽视了事件与事件间的关联。本文提出了一种基于差异度的网络事件群演化趋势建模方法。该方法将多个关联事件的热度演化图经平移缩放投影到同一时间轴空间中,加入事件的关联信息,不断更新矩阵中心,最小化目标函数以求找到差异度最小的事件群的热度演化曲线。实验证明该方法得出的事件群演化曲线更能反映各个事件统一的发展特性。 展开更多
关键词 事件群 热度演化 差异度
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Temperature evolution and fatigue life evaluation of AZ31B magnesium alloy based on infrared thermography 被引量:10
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作者 闫志峰 张红霞 +2 位作者 王文先 王凯 裴飞飞 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第7期1942-1948,共7页
The surface temperature of extruded AZ31B alloy plate was measured by infrared thermograph in air during tension and high-cycle fatigue tests. The mechanism of heat production was discussed and the value of critical f... The surface temperature of extruded AZ31B alloy plate was measured by infrared thermograph in air during tension and high-cycle fatigue tests. The mechanism of heat production was discussed and the value of critical fatigue damage temperature was calculated according to the P—ΔT curve. Results show that the variation trend of temperature is different between tension and fatigue tests. The temperature evolution in tension test consists of four stages: linear decrease, reverse linear increase, abrupt increase, and final drop. The initial decrease of temperature is caused by thermal elastic effect, which is corresponding to the elastic deformation in tension progress. When cyclic loading is above the fatigue limit, the temperature evolution mainly undergoes five stages: initial increase, steep reduction, steady state, abrupt increase, and final drop. The peak temperature in fatigue test is caused by strain hardening that can be used to evaluate the fatigue life of magnesium alloy. The critical temperature variation that causes the fatigue failure is 3.63 K. When ΔT≤3.63 K, the material is safe under cyclic loading. When ΔT3.63 K, the fatigue life is determined by cycle index and peak temperature. 展开更多
关键词 AZ31B magnesium alloy high-cycle fatigue thermographic analysis temperature evolution
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Microstructure, hardness evolution and thermal stability of binary Al-7Mg alloy processed by ECAP with intermediate annealing 被引量:8
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作者 查敏 李彦军 +2 位作者 Ragnvald MATHIESEN Ruben BJRGE Hans J. ROVEN 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第7期2301-2306,共6页
A binary Al-7Mg alloy was processed by equal channel angular pressing (ECAP) at room temperature via route Bc, combined with intermediate annealing. After 6 passes, a high hardness of HV218 is achieved. Transmission... A binary Al-7Mg alloy was processed by equal channel angular pressing (ECAP) at room temperature via route Bc, combined with intermediate annealing. After 6 passes, a high hardness of HV218 is achieved. Transmission electron microscopy (TEM) observations demonstrate that ECAP leads to a significant grain refinement and ultrafine grains down to 100-200 nm are developed after 5 or 6 passes. X-ray diffraction (XRD) analysis indicates that the major part of Mg atoms are in solid solution in the deformed material, and the possible strengthening effect of Mg solute atom clusters or precipitates is neglected. The high hardness of the 6 pass-treated materials comes mainly from grain boundary strengthening, which contributes about 41% to the total strength, while dislocations and Mg solid solution contribute about 24% and 35% to the remaining strength, respectively. Also, the thermal stability of this severely deformed material was investigated by hardness measurements. The material is relatively stable when annealed at a temperature lower than 250 ℃, while annealing at 300 ℃ leads to a rapid softening of the material. 展开更多
关键词 Al-Mg alloys equal channel angular pressing (ECAP) as-deformed microstructure hardness evolution strengthening thermal stability
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Structure,mechanical and thermal properties of Y-doped CrAlN coatings 被引量:3
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作者 Jin-lian TIAN Chun HU +2 位作者 Li CHEN Yu-min LOU Ning-ning ZHAO 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2021年第9期2740-2749,共10页
CrAlYN coatings with different Y contents(0,5 and 12 at.%)were deposited by cathodic arc evaporation to investigate the influence of Y-addition on the structure,mechanical and thermal properties of CrAlN coatings by u... CrAlYN coatings with different Y contents(0,5 and 12 at.%)were deposited by cathodic arc evaporation to investigate the influence of Y-addition on the structure,mechanical and thermal properties of CrAlN coatings by using X-ray diffraction,scanning electron microscopy,differential scanning calorimetry,thermal gravimetric analysis and nanoindentation.The structural transformation of single phase cubic Cr_(0.42)Al_(0.58)N and Cr_(0.39)Al_(0.56)Y_(0.05)N coatings to cubic−wurtzite mixed Cr_(0.32)Al_(0.56)Y_(0.12)N coating leads to a drop in hardness from(30.2±0.7)GPa of Cr_(0.42)Al_(0.58)N and(32.0±1.0)GPa of Cr_(0.39)Al_(0.56)Y_(0.05)N to(25.2±0.7)GPa of Cr_(0.32)Al_(0.56)Y_(0.12)N.The incorporation of 5 at.%Y retards the thermal decomposition of CrAlN,verified by the postponed precipitation of w-AlN and N-loss upon annealing.Correspondingly,Cr_(0.39)Al_(0.56)Y_(0.05)N coating consistently exhibits the highest hardness value during thermal annealing.Nevertheless,alloying with Y exerts an adverse effect on the oxidation resistance of CrAlN. 展开更多
关键词 CrAlYN coatings cathodic arc evaporation structural evolution HARDNESS thermal stability oxidation resistance
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中国政府网“一带一路”新闻话题挖掘分析 被引量:4
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作者 秦玥 吴亚平 王继民 《图书情报工作》 CSSCI 北大核心 2019年第15期103-110,共8页
[目的/意义]探究中国政府网"一带一路"相关新闻的话题内容及热度变化,呈现"一带一路"倡议主题及动态,明确不同时期的倡议重点,为相关研究提供参考。[方法/过程]构建基于LDA模型的新闻话题内容的基本框架,限定2015-2... [目的/意义]探究中国政府网"一带一路"相关新闻的话题内容及热度变化,呈现"一带一路"倡议主题及动态,明确不同时期的倡议重点,为相关研究提供参考。[方法/过程]构建基于LDA模型的新闻话题内容的基本框架,限定2015-2017年"一带一路"相关新闻数据,利用LDA模型进行话题抽取,根据文档与话题的概率分布计算,分析各主题在不同时间段的热度演化。[结果/结论]抽取得出30个细分话题,归纳为政策沟通、设施联通、贸易畅通、资金融通、民心相通、"一带一路"对我国经济的影响和政府工作7大类。其中,政策沟通类在全时间段上热度最高,贸易畅通和"一带一路"对我国经济的影响两类话题紧随其后。"进出口"等细分话题的热度不断上升,"改革与转型"等细分话题的热度则有下降,体现了官方媒体新闻内容及其关注度随时间而变化的特点。 展开更多
关键词 “一带一路” LDA模型 话题抽取 热度演化
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Geothermal regime and hydrocarbon kitchen evolution in the Jianghan Basin 被引量:3
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作者 LI ZongXing XU Ming +2 位作者 ZHAO Ping SUN ZhanXue ZHU ChuanQing 《Science China Earth Sciences》 SCIE EI CAS 2013年第2期240-257,共18页
The present geothermal gradient and terrestrial heat flow was calculated of 18 wells in the Jianghan Basin.Thermal gradient distribution of the Jianghan Basin was obtained based on data of systematical steady-state te... The present geothermal gradient and terrestrial heat flow was calculated of 18 wells in the Jianghan Basin.Thermal gradient distribution of the Jianghan Basin was obtained based on data of systematical steady-state temperature and oil-test temperature.The basin-wide average thermal gradient in depth interval of 0-4000 m is 33.59℃/km.We report nine measured terrestrial heat flow values based on the data of detailed thermal conductivity and systematical steady-state temperature.These values vary from 41.9 to 60.9 mW/m 2 with a mean of 52.3±6.3 mW/m 2.However,thermal history analyses based on vitrinite reflectance(VR) and apatite fission track(AFT) data indicate that thermal gradient in the northern and southern Qianbei Fault reached its peak of ~36 and ~39℃/km respectively in the Middle Jurassic and the Oligocene,and it descended during the early Miocene to the present-time value.Furthermore,tectonic subsidence analysis reveals that the tectonic subsidence of the Jianghan Basin in the Cretaceous to early Miocene was characterized by synrift initial subsidence followed by the subsequent thermal subsidence.The thermal history and tectonic subsidence history of Jianghan Basin are of great significance to petroleum exploration and hydrocarbon source assessment,because they bear directly on issues of petroleum source rock maturation.Based on the thermal history and tectonic subsidence history,with the combination of geochemical and thermal parameters,the maturation and the hydrocarbon generation intensity evolution history of the P2d source rocks are modeled.The results show that the P2d source rocks are in a higher degree of maturation at present,and the Yuan'an and Herong sags are the two most important kitchens in the Late Jurassic,Xiaoban Sag is another most important kitchen during the Late Cretaceous to late Paleogene,and the Zhijiang and Mianyang sags are other two important hydrocarbon kitchens in the Late Cretaceous.The Mianyang Sag and Yichang Ramp are the favorable exploration targets in the future.This study may provide new insight for the understanding of the oil and gas exploration potential for the Jianghan Basin. 展开更多
关键词 geothermal regime heat flow thermal gradient thermal conductivity MATURATION hydrocarbon kitchen Jianghan Basin
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Speedup in adiabatic evolution based quantum algorithms 被引量:5
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作者 SUN Jie LU SongFeng LIU Fang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2012年第9期1630-1634,共5页
In this context,we study three different strategies to improve the time complexity of the widely used adiabatic evolution algorithms when solving a particular class of quantum search problems where both the initial an... In this context,we study three different strategies to improve the time complexity of the widely used adiabatic evolution algorithms when solving a particular class of quantum search problems where both the initial and final Hamiltonians are one-dimensional projector Hamiltonians on the corresponding ground state.After some simple analysis,we find the time complexity improvement is always accompanied by the increase of some other "complexities" that should be considered.But this just gives the implication that more feasibilities can be achieved in adiabatic evolution based quantum algorithms over the circuit model,even though the equivalence between the two has been shown.In addition,we also give a rough comparison between these different models for the speedup of the problem. 展开更多
关键词 adiabatic evolution evolution paths quantum computing
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On Models of Nonlinear Evolution Paths in Adiabatic Quantum Algorithms
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作者 孙杰 路松峰 Samuel L.Braunstein 《Communications in Theoretical Physics》 SCIE CAS CSCD 2013年第1期22-26,共5页
In this paper,we study two different nonlinear interpolating paths in adiabatic evolution algorithms for solving a particular class of quantum search problems where both the initial and final Hamiltonian are one-dimen... In this paper,we study two different nonlinear interpolating paths in adiabatic evolution algorithms for solving a particular class of quantum search problems where both the initial and final Hamiltonian are one-dimensional projector Hamiltonians on the corresponding ground state.If the overlap between the initial state and final state of the quantum system is not equal to zero,both of these models can provide a constant time speedup over the usual adiabatic algorithms by increasing some another corresponding "complexity".But when the initial state has a zero overlap with the solution state in the problem,the second model leads to an infinite time complexity of the algorithm for whatever interpolating functions being applied while the first one can still provide a constant running time.However,inspired by a related reference,a variant of the first model can be constructed which also fails for the problem when the overlap is exactly equal to zero if we want to make up the "intrinsic" fault of the second model - an increase in energy.Two concrete theorems are given to serve as explanations why neither of these two models can improve the usual adiabatic evolution algorithms for the phenomenon above.These just tell us what should be noted when using certain nonlinear evolution paths in adiabatic quantum algorithms for some special kind of problems. 展开更多
关键词 adiabatic evolution nonlinear evolution paths quantum computing
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On a Nonlinear Model in Adiabatic Evolutions
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作者 孙杰 路松峰 《Communications in Theoretical Physics》 SCIE CAS CSCD 2016年第8期207-210,共4页
In this paper, we study a kind of nonlinear model of adiabatic evolution in quantum search problem. As will be seen here, for this problem, there always exists a possibility that this nonlinear model can successfully ... In this paper, we study a kind of nonlinear model of adiabatic evolution in quantum search problem. As will be seen here, for this problem, there always exists a possibility that this nonlinear model can successfully solve the problem, while the linear model can not. Also in the same setting, when the overlap between the initial state and the final stare is sufficiently large, a simple linear adiabatic evolution can achieve O(1) time efficiency, but infinite time complexity for the nonlinear model of adiabatic evolution is needed. This tells us, it is not always a wise choice to use nonlinear interpolations in adiabatic algorithms. Sometimes, simple linear adiabatic evolutions may be sufficient for using. 展开更多
关键词 quantum adiabatic algorithm adiabatic evolution quantum computing
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