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机器学习数据驱动与机理模型融合及可解释性问题 被引量:20
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作者 肖立志 《石油物探》 CSCD 北大核心 2022年第2期205-212,共8页
回顾了油气人工智能研究进展,分析其面临的一些关键问题。将油气人工智能研究分成两个层级,即学术型油气人工智能研究和工业级油气人工智能研究,两者面临不同的问题和挑战。对于学术型油气人工智能应用场景,主要是关心算法及其相关理论... 回顾了油气人工智能研究进展,分析其面临的一些关键问题。将油气人工智能研究分成两个层级,即学术型油气人工智能研究和工业级油气人工智能研究,两者面临不同的问题和挑战。对于学术型油气人工智能应用场景,主要是关心算法及其相关理论应用,着重于解决智能点的局部问题;对于工业级人工智能应用场景,更多的要关心数据治理、数据集、平台、多源多尺度多模态数据融合建模、数据驱动与机理模型融合建模以及机器学习模型的可解释性等问题。针对数据驱动与机理模型融合问题,提出3种途径,即算法融合、评价方法融合、数据集融合,并给出实验验证。针对油气人工智能模型的可解释性问题,指出工业级油气人工智能必须具有可解释性,并提出初步解决方案,包括建模前、建模中、建模后的多级解释模型。最后,作者认为,探寻工业级人工智能理论和应用场景发展之路,必须厘清人工智能时代“物理世界”、“数字世界”、“人类认知世界”、“机器认知世界”和“机器正在改造的世界”之间的互动关系。 展开更多
关键词 人工智能 机器学习 地球物理勘探 数据驱动 机理模型 融合 可解释性
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管理会计发展的历程——行为科学的一种解释 被引量:5
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作者 安丰福 《当代经济科学》 CSSCI 北大核心 2004年第4期100-104,共5页
本文从探讨管理会计研究的困惑出发 ,以行为会计、行为科学和经济学相关理论为基础 ,总结管理会计的产生、发展与变革 ,认为以行为科学为主题研究管理会计问题 ,既是历史主线 ,又是其发展方向 ,并提出了以行为科学为主导的管理会计理论... 本文从探讨管理会计研究的困惑出发 ,以行为会计、行为科学和经济学相关理论为基础 ,总结管理会计的产生、发展与变革 ,认为以行为科学为主题研究管理会计问题 ,既是历史主线 ,又是其发展方向 ,并提出了以行为科学为主导的管理会计理论框架。 展开更多
关键词 管理会计 行为科学 企业 经营环境 学科建设 组织结构
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教育研究中的计算驱动手段探究 被引量:1
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作者 朱雨萌 钭兰朵 +1 位作者 许馨宸 吴飞 《现代教育技术》 2023年第2期33-42,共10页
近年来,人工智能和网络通讯等技术的发展使高效分析和理解教育教学过程中涌现的海量数据成为可能。由此,研究数据驱动机器学习模式下有效的计算模型和手段,从数据中洞悉教育教学中客观规律和模式,成为教育研究的热点之一。为此,文章首... 近年来,人工智能和网络通讯等技术的发展使高效分析和理解教育教学过程中涌现的海量数据成为可能。由此,研究数据驱动机器学习模式下有效的计算模型和手段,从数据中洞悉教育教学中客观规律和模式,成为教育研究的热点之一。为此,文章首先回顾了教育研究所属范畴的历史变化过程;然后,文章围绕教育作为自然科学研究对象所具有的以实证经验为基础、以量化计算为手段的特点,介绍了教育过程复杂性建模、教育效果由果溯因评测以及教育实验随机对照分析三个问题中的若干计算手段;最后,文章根据现有人工智能模型解释性不强这一局限性难以更好促进教育研究进展现状,指出数据和知识双轮驱动、闭环反馈回路、随机对照实验前提假设等是教育研究技术手段今后发展的趋势,以期建立解释性更强教育研究理论和方法。 展开更多
关键词 人工智能 数据驱动 反馈回路 可解释
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A Study of the Impact of Personality and Social Psychology on Mental Health
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作者 Xinpeng Lou 《心理学研究评论(中英文版)》 2023年第1期1-6,共6页
With the continuous development and progress of economy,people's living standard and culture level have been improved,but with it,there are also various kinds of life stress,study stress and work stress,which make... With the continuous development and progress of economy,people's living standard and culture level have been improved,but with it,there are also various kinds of life stress,study stress and work stress,which make people's mental health problems in life more andmore prominent,and how to improve students'mental health level is the main task of each education stage.The current psychology discipline system has been perfected,including personality psychology and social psychology,which are effectively applied in the actual mental health education or psychological guidance work,and are key disciplines to improve people's mental health.The theoretical system of personality and social psychology consists of three theories:the theory of planned behavior,the theory of explanatory levels,and the theory of self-determination,all of which have an irreplaceable influence on mental health.In this regard,this paper combines relevant literature and work experience to study in depth the influence of personality ansocial psychology on mental health. 展开更多
关键词 Personality and Social Psychology Theory of Planned Behavior explanatory Level Theory Self-Determination Theory Mental Health Impact Analysis
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喀斯特山地土壤侵蚀和产水量的最优解释
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作者 高江波 张怡博 左丽媛 《Journal of Geographical Sciences》 SCIE CSCD 2023年第10期2077-2093,共17页
Accurately identifying the dominant factor of karst ecosystem services(ESs)is a prerequisite for the rocky desertification control.However,the explanatory power of environmental factors on the spatial distribution of ... Accurately identifying the dominant factor of karst ecosystem services(ESs)is a prerequisite for the rocky desertification control.However,the explanatory power of environmental factors on the spatial distribution of ESs is affected by scaling,and the quantitative research on the scale effect still needs to be further strengthened.This study used the geographical detector to access the explanatory power of environmental factors on soil erosion and water yield at different spatial resolutions,and then explored its differences in three geomorphological-type areas.Results showed that slope and vegetation coverage were the dominant factors of soil erosion,and the interactive explanatory power between the two factors was stronger.Affected by the universality of topographic relief and landscape fragmentation in the study area,the explanatory power of slope and land use type on soil erosion was optimal at low resolution.Precipitation,elevation,and land use type were the dominant factors for the spatial heterogeneity of water yield,and the interaction between precipitation and land use type explained more than 95%of water yield.The spatial variability of elevation in different geomorphological-type areas affected its optimal explanatory power,specifically,in the terrace and hill-type areas,the spatial variability of elevation was weak,its explanatory power was optimal at high resolution.While in the mountain-type areas,the spatial variability of elevation was strong,and its explanatory power was optimal at low resolution.This study quantitatively identified the optimal explanatory power of ES variables through multi-scale analysis,which aims to provide a way and basis for accurate identification of the dominant factors of karst mountain ESs and zoning optimization. 展开更多
关键词 optimal explanatory power scale effect soil erosion water yield karst mountainous areas
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基于内嵌伪造机理的多模态协同鲁棒伪造信息检测方法
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作者 郑威 凌霞 《黑龙江科学》 2023年第22期42-44,共3页
针对深度伪造信息强对抗干扰导致的鲁棒性偏差问题,提出一种基于内嵌伪造机理的多模态协同高鲁棒性伪造信息检测方法,通过自监督预训练模型提取结合上下文信息、语义风格、深度特征的鲁棒多模态特征信息,深入研究伪造机理,进行抗干扰声... 针对深度伪造信息强对抗干扰导致的鲁棒性偏差问题,提出一种基于内嵌伪造机理的多模态协同高鲁棒性伪造信息检测方法,通过自监督预训练模型提取结合上下文信息、语义风格、深度特征的鲁棒多模态特征信息,深入研究伪造机理,进行抗干扰声学建模,实现复杂场景下的多模态协同鲁棒伪造信息检测。 展开更多
关键词 内嵌伪造机理 鲁棒性 可解释性
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A Study on the Factors Influencing Value-Added in the Cruise Ship Value Chain Based on the DEMATEL-ISM Model
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作者 SUN Yan ZHANG Shenqing 《Management Studies》 2023年第5期294-305,共12页
Cruise value chain is to take the exchange of cruise products and services as the core in a certain spatial scope,and enterprises with core advantages within or between different industries establish associations in a... Cruise value chain is to take the exchange of cruise products and services as the core in a certain spatial scope,and enterprises with core advantages within or between different industries establish associations in accordance with certain technical and economic conditions,so as to realise the multi-dimensional extension and value appreciation of the cruise value chain in the vertical and horizontal links,and ultimately establish a chain-network type of enterprise strategic alliance.This paper tries to analyse the value-added factors of the cruise industry chain by constructing a multi-level hierarchical structural model with reference to the influencing factor analysis methods of relevant literature-DEMATEL(Decision Making Experiment and Evaluation Experiment)and ISM(Interpretative Structural Model).The study shows that the innovation and scale value-added module in the upstream of the cruise industry chain is the core module of value-added of the whole cruise industry chain,and the value-added mainly originates from the design and manufacturing of cruise ships.The middle reaches of the cruise industry chain are mainly cruise operation enterprises,and the specificity of cruise operation determines that its brand value-added is mainly accomplished through the global layout of multinational corporations,and the cruise brand is able to drive the consumption demand and has value-added ability.The downstream value-added of the cruise industry chain is mainly realised through the increase in profits of cruise tourism service products. 展开更多
关键词 cruise ship value chain decision making experiment and evaluation experimental method DEMATEL explanatory structural modelling method ISM
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Competitiveness of Characteristic Agriculture in Guangxi Zhuang Autonomous Region Based on Explanatory Indicators 被引量:2
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作者 TENG Ming-lan Department of Economics,Guangxi University of Finance and Economics,Nanning 530003,China 《Asian Agricultural Research》 2011年第4期40-43,共4页
The five explanatory indicators of the competitiveness of characteristic agriculture are the agricultural science and technology,the cultural quality of agricultural labor force,the agricultural infrastructure,the res... The five explanatory indicators of the competitiveness of characteristic agriculture are the agricultural science and technology,the cultural quality of agricultural labor force,the agricultural infrastructure,the resource endowment,and the agricultural management scale.According to these explanatory indicators,competitiveness of characteristic agriculture is relatively strong in Guangxi Zhuang Autonomous Region of China,which is mainly reflected in the resource advantage,irrigation degree,and road construction level.However,the agricultural technology level,the cultural quality of agricultural labor force,the agricultural mechanization,and the agricultural management scale have relatively poor competitiveness.Therefore,more attention should be paid in these aspects,in order to improve the competitiveness of characteristic agriculture in Guangxi. 展开更多
关键词 explanatory INDICATORS CHARACTERISTIC AGRICULTURE
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“松散同位”在汉语中的语法性质 被引量:3
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作者 刘探宙 《语言教学与研究》 CSSCI 北大核心 2018年第2期58-69,共12页
"松散同位"的概念译自英语。汉语相应的语法现象是指"江一,我的一个朋友,要来见你"这样中间有停顿的同指现象。这种语法现象古已有之,但汉语语法界至今对其性质也没有统一的认识,它既跟"插入语"有模糊难... "松散同位"的概念译自英语。汉语相应的语法现象是指"江一,我的一个朋友,要来见你"这样中间有停顿的同指现象。这种语法现象古已有之,但汉语语法界至今对其性质也没有统一的认识,它既跟"插入语"有模糊难断的关系,又跟"他爸爸李刚"这样的同位同指组合长期纠缠在一起。本文从赵元任先生"零句说"的视角论证,以停顿和标点为形式特征的所谓"松散同位",在汉语中就是独立零句,这是由说话人根据听话人的反应随时停下来进行简短提示所采用的话语方式,"松散同位"零句和其前后的零句并置,共同构成了环环相套的链状解释关系流水句。"松散同位"的零句性处理,有利于汉语语法系统的自洽。 展开更多
关键词 松散同位 插入语 零句 引发语一应答语 解释关系
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Spatio-temporal Pattern of Surface Albedo in Beijing and Its Driving Factors based on Geographical Detectors 被引量:3
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作者 LIU Qinqin TIAN Yichen +3 位作者 YIN Kai ZHANG Feifei YUAN Chao YANG Guang 《Journal of Resources and Ecology》 CSCD 2021年第5期609-619,共11页
Surface albedo directly affects the radiation balance and surface heat budget,and is a crucial variable in local and global climate research.In this study,the spatial and temporal distribution of the surface albedo is... Surface albedo directly affects the radiation balance and surface heat budget,and is a crucial variable in local and global climate research.In this study,the spatial and temporal distribution of the surface albedo is analysed for Beijing in 2015,and the corresponding individual and interactive driving forces of different explanatory factors are quantitatively assessed based on geographical detectors.The results show that surface albedo is high in the southeast and low in the northwest of Beijing,with the greatest change occurring in winter and the smallest change occurring in spring.The minimum and maximum annual surface albedo values occurred in autumn and winter,respectively,and showed significant spatial and temporal heterogeneity.LULC,NDVI,elevation,slope,temperature,and precipitation each had a significant influence on the spatial pattern of albedo,yielding explanatory power values of 0.537,0.625,0.512,0.531,0.515 and 0.190,respectively.Some explanatory factors have significant differences in influencing the spatial distribution of albedo,and there is significant interaction between them which shows the bivariate enhancement result.Among them,the interaction between LULC and NDVI was the strongest,with a q-statistic of 0.710,while the interaction between temperature and precipitation was the weakest,with a q-statistic of 0.531.The results of this study provide a scientific basis for understanding the spatial and temporal distribution characteristics of surface albedo in Beijing and the physical processes of energy modules in regional climate and land surface models. 展开更多
关键词 ALBEDO spatio-temporal distribution explanatory factors geographical detectors
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Explanatory Factors for the Variation in HIV Prevalence between Regions of Côte d’Ivoire: An Ecological Study
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作者 Esme Marie Laure Essis Bamba Iba +3 位作者 Loukou Leandre Konan Eugene Konan Joseph Aka Prata Ndola 《Health》 CAS 2022年第5期507-522,共16页
Introduction: No study has analyzed the reasons for the difference in HIV prevalence between Ivorian regions ranging from 1.3% in the central-western region to 4.1% in Abidjan among men. Objective: To analyze explanat... Introduction: No study has analyzed the reasons for the difference in HIV prevalence between Ivorian regions ranging from 1.3% in the central-western region to 4.1% in Abidjan among men. Objective: To analyze explanatory factors for the difference in HIV prevalence observed in men in C&#244;te d’Ivoire’s regions. Methodology: Assessment of the relationship between HIV prevalence per region and risk factors explored in the 2012 C&#244;te d’Ivoire Demographic and Health Surveys (DHS). A multivariate analysis was conducted to assess the relationship between HIV prevalence and each variable. Results: The explanatory power of the variation of HIV prevalence between regions was 98%. There was a significant association between HIV prevalence and union (r = &minus;0.38;p = 0.008;95% CI (&minus;0.53 to &minus;0.23)), condom use (r = &minus;0.01;p = 0.19;95% CI (&minus;0.03 to &minus;0.01)), practice of Christian religion (r = &minus;0.1;p = 0.017;95% CI (&minus;0.16 to &minus;0.05)), and schooling (r = &minus;0.01;p = 0.25;95% CI (&minus;0.04 to 0.02)). There was a paradoxical association between HIV prevalence and mean age at first sexual intercourse (r = &minus;0.1;p = 0.017;95% CI (&minus;0.16 to &minus;0.05)) and sexual infections (r = &minus;0.48;p = 0.016;95% CI (&minus;0.75 to &minus;0.22)). Conclusion: The explanatory factors for the difference in HIV prevalence observed in men in the regions of the country were union, condom use, mean age at first sexual intercourse, sexual infection, sexual activity, and multiple sexual partnerships. However, only union and condom use were effective in reducing HIV prevalence by preventing new infections. 展开更多
关键词 VIH Prevalence explanatory Factors Ecological Study Region Sub-Saharan Africa
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Explanatory Multi-Scale Adversarial Semantic Embedding Space Learning for Zero-Shot Recognition
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作者 Huiting Li 《Open Journal of Applied Sciences》 2022年第3期317-335,共19页
The goal of zero-shot recognition is to classify classes it has never seen before, which needs to build a bridge between seen and unseen classes through semantic embedding space. Therefore, semantic embedding space le... The goal of zero-shot recognition is to classify classes it has never seen before, which needs to build a bridge between seen and unseen classes through semantic embedding space. Therefore, semantic embedding space learning plays an important role in zero-shot recognition. Among existing works, semantic embedding space is mainly taken by user-defined attribute vectors. However, the discriminative information included in the user-defined attribute vector is limited. In this paper, we propose to learn an extra latent attribute space automatically to produce a more generalized and discriminative semantic embedded space. To prevent the bias problem, both user-defined attribute vector and latent attribute space are optimized by adversarial learning with auto-encoders. We also propose to reconstruct semantic patterns produced by explanatory graphs, which can make semantic embedding space more sensitive to usefully semantic information and less sensitive to useless information. The proposed method is evaluated on the AwA2 and CUB dataset. These results show that our proposed method achieves superior performance. 展开更多
关键词 Zero-Shot Recognition Semantic Embedding Space Adversarial Learning explanatory Graph
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Elaboration of Explanatory Factors of Accidents in Cameroon by Factorial Correspondence Analysis
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作者 Simon Armand Zogo Tsala Cyrille Onomo +1 位作者 Gregory Mvogo Louis Max Ayina Ohandja 《Journal of Transportation Technologies》 2020年第3期280-290,共11页
The aim of this paper is to examine the causes of road accidents in Cameroon. The Douala-Yaoundé highway was chosen as the case of study. Available field data recorded from the year 2006 to 2011, have enabled the... The aim of this paper is to examine the causes of road accidents in Cameroon. The Douala-Yaoundé highway was chosen as the case of study. Available field data recorded from the year 2006 to 2011, have enabled the analysis of each accident. The method used here is the factorial correspondence analysis;which aims to bring in a small number of dimensions, most of the initial </span><span style="font-family:Verdana;">information, focusing not on the absolute values, but the correspondence between t</span><span style="font-family:Verdana;">he variables, that is to say the relative values. From this analysis, it appears that, of the 906 accidents recorded during this period, top five causes account for nearly 83% of the information provided by the set of variables on the occurrence of road accidents. These causes are: driver inattention, lack of control, over speeding, improper overtaking and tire puncture. These results </span><span style="font-family:Verdana;">require involvement in the construction of road safety policies through training,</span><span style="font-family:Verdana;"> sensitization and adequate repressions as well as administrative reforms and research policy in road safety. 展开更多
关键词 Road Accident Road Safety Factorial Correspondence Analysis Accidental Variables Accidents explanatory Factors
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西方语言观的历史演变与语言学发展的趋势 被引量:1
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作者 张倩 《西北大学学报(哲学社会科学版)》 CSSCI 2004年第2期151-155,共5页
回顾西方语言学的发展历史,以及西方语言观所经历的历史演变。西方语言观从规定性和描述性转向了解释性,语言研究不再局限于主观地规定语言规则或客观地记录语言现象,而是侧重于解释语言现象,从而找出语言的普遍规律。当今语言学飞速发... 回顾西方语言学的发展历史,以及西方语言观所经历的历史演变。西方语言观从规定性和描述性转向了解释性,语言研究不再局限于主观地规定语言规则或客观地记录语言现象,而是侧重于解释语言现象,从而找出语言的普遍规律。当今语言学飞速发展,并与其它学科紧密结合,形成了许多交叉学科,促进了人们对于语言的本质、语言的共性等问题的认识,这都与语言观的变化有着重要的关系。 展开更多
关键词 规定性 描述性 解释性
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A preliminary validation of the Brief COPE instrument for assessing coping strategies among people living with HIV in China 被引量:2
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作者 Xiao-you Su Joseph TF Lau +12 位作者 Winnie WS Mak KC Choi Tie-jian Feng Xi Chen Chu-liang Liu Jun Liu De Liu Lin Chen Jun-min Song Yan Zhang Guang-lu Zhao Zhang-ping Zhu Jin-quan Cheng 《Infectious Diseases of Poverty》 SCIE 2015年第1期334-343,共10页
Background:The Brief COPE instrument has been utilized to conduct research on various populations,including people living with HIV(PLWH).However,the questionnaire constructs when applied to PLWH have not been subjecte... Background:The Brief COPE instrument has been utilized to conduct research on various populations,including people living with HIV(PLWH).However,the questionnaire constructs when applied to PLWH have not been subjected to thorough factor validation.Methods:A total of 258 PLWH were recruited from two provinces of China.They answered questions involving the scales of three instruments:the Brief COPE,the Perceived Social Support Scale,and the Perceived Discrimination Scale for PLWH.Confirmatory factor analysis(CFA)and exploratory factor analysis(EFA)were conducted.Results:The CFA found a poor goodness of fit to the data.The subsequent EFA identified six preliminary factors,forming subscales with Cronbach’s alphas,which ranged from 0.61 to 0.80.Significant correlation coefficients between the subscales and measures of perceived social support and perceived discrimination were reported,giving preliminary support to the validity of the new empirical factor structure.Conclusion:This study showed that the original factor structure of the Brief COPE instrument,when applied to PLWH in China,did not fit the data.Thus,the Brief COPE should be applied to various populations and cultures with caution.The new factor structure established by the EFA is only preliminary and requires further validation. 展开更多
关键词 People living with HIV Brief COPE Confirmatory factor analysis explanatory factor analysis Perceived Social Support Scale Perceived Discrimination Scale for PLWH China
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The Effect of A100 Gel, on Hair Growth and Hair Quality: An Explanatory Study
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作者 Jan Faergemann Thomas Hedner 《Journal of Cosmetics, Dermatological Sciences and Applications》 2016年第1期19-23,共5页
Male pattern baldness or androgenic alopecia is a great problem for many individuals’ especially young people. A100 is composed of two active ingredients, a pollen extract and pentane-1,5-diol. The pollen extract pro... Male pattern baldness or androgenic alopecia is a great problem for many individuals’ especially young people. A100 is composed of two active ingredients, a pollen extract and pentane-1,5-diol. The pollen extract provides a source of natural nutrients and pentane-1,5-diol acts as a solvent to unplug the hair follicle as well as acts as an enhancer for uptake of nutrients. Other components are claimed to increase blood flow to the hair papilla. A100 has been effective in earlier studies. The aim of this open explanatory study was to investigate the effect of 4 months twice daily application with this commercial pollen gel, A100, in subjects with male androgenic alopecia. Twenty male subjects, between 18 and 40 years with androgenic alopecia were included. A100 gel was applied to the area of the scalp with poor hair growth twice daily for 4 months. The subjects were seen at the start of treatment and then every month. Sixteen subjects fulfilled the whole 4 months of treatment and 2 fulfilled 3 months of treatment. A statistically significant increase in number of hairs was seen after 4 months of treatment with A100 (p < 0.001). This effect was seen for all types of hair. Fifty-six percent of the 16 subjects who fulfilled the 4 months treatment had an increase in hair growth of more than 50%, and 31% had an increase over 100%. No side effects were seen and the subjects found A100 gel a cosmetically attractive treatment. A100 was in this explanatory study an effective and safe treatment for androgenic alopecia or male pattern baldness. 展开更多
关键词 Pollen Extract Pentane-1 5-Diol explanatory Androgenic Alopecia
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Older Adults’ Explanatory Models of High Blood Pressure
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作者 Margo-Lea Hurwicz Margaret Rose 《Health》 CAS 2016年第7期680-693,共14页
Shared Explanatory Models (EM) of High Blood Pressure (HBP)/Hypertension (HTN) were explored using systematic data collection and analysis methods from cognitive anthropology. Older adults who were members of a Medica... Shared Explanatory Models (EM) of High Blood Pressure (HBP)/Hypertension (HTN) were explored using systematic data collection and analysis methods from cognitive anthropology. Older adults who were members of a Medicare HMO in Los Angeles were asked to list all the illnesses experienced by older adults that they could recall, and those listing HBP or HTN were asked to further list and discuss its symptoms, causes, treatments and prevention. Responses were tape recorded, transcribed, and analyzed to develop a systematic “sentence completion by card sort” follow-up procedure. Consensus Analysis (CA) of the systematically collected data identified shared EM for HBP/HTN. The model presented here is similar to models of HBP/HTN described by researchers working with patients from different regions and different ethnic groups, suggesting that there is a widely shared lay or popular model for this disease. Stress, lifestyle (diet, exercise, weight, and substance use), heredity and aging are thought to be the major causes of HBP/HTN. Physicians are thought to be the appropriate source of care, as HTN/HBP is serious, life threatening, and potentially disabling. The study of cultural understandings and shared EM of disease has direct relevance for clinical practice and public health education. For a disease such as HTN/HBP, knowing where and how such explanations differ systematically between patients and clinicians, and what impact this may have on patterns of adherence to prescribed treatment is a crucial area of concern. 展开更多
关键词 Older Adults HYPERTENSION High Blood Pressure explanatory Models Consensus Analysis
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Numerals Between English and Chinese and Strategies for Translation on Numerals
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作者 杨平 《海外英语》 2015年第20期168-169,共2页
This dissertation describes four types of different usages of numerals between English and Chinese and three strategies for translation on numerals, namely, literal translation, free translation and explanatory transl... This dissertation describes four types of different usages of numerals between English and Chinese and three strategies for translation on numerals, namely, literal translation, free translation and explanatory translation. 展开更多
关键词 CONNOTATION literal TRANSLATION free TRANSLATION explanatory TRANSLATION
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Older Adults’ Explanatory Models of Colds and Flu
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作者 Margo-Lea Hurwicz Margaret Rose 《Health》 2015年第9期1183-1195,共13页
Systematic data collection and analysis techniques were used in Los Angeles to discover older adults’ shared explanatory models (EM) of the causes, prevention, symptoms, treatment and consequences of late life illnes... Systematic data collection and analysis techniques were used in Los Angeles to discover older adults’ shared explanatory models (EM) of the causes, prevention, symptoms, treatment and consequences of late life illnesses, including influenza and the common cold. Recorded narratives also were analyzed to illustrate similarities and differences in shared cultural knowledge of these illnesses. Consensus analyses results suggest that shared EM of influenza and the common cold are similar. Participants identified both illnesses as contagious, caused or exacerbated by bad weather, but not the result of lifestyle, aging or heredity. Other shared cultural knowledge includes that both illnesses can be treated with home remedies, over-the-counter medications and medical care;both illnesses cause discomfort but are not serious, life-threatening or disabling. Despite the similarities and the apparent merging of the two illnesses in popular thought, many older adults do distinguish them, based on symptom patterns and severity, as revealed in their transcribed narratives. Consistent with other studies, participants attribute gastrointestinal symptoms to influenza but not to colds. They do not understand the potential role of lifestyle, age and chronic conditions in etiology and onset, and they are not concerned with their vulnerability to the potential sequelae of influenza. Public health education explaining the effects of lifestyle on susceptibility and vulnerability to the flu, how to distinguish and appropriately treat colds and the flu, and when to contact physicians, is recommended for older adults. Mixed method studies can prove useful at the planning stages of such interventions. 展开更多
关键词 OLDER ADULTS INFLUENZA Common Cold explanatory Model CONSENSUS Analysis
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Forecasting Number of Students in University Department: Modeling Approach
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作者 Nichaphat Patanarapeelert Klot Patanarapeelert 《Open Journal of Applied Sciences》 2013年第4期293-297,共5页
In this study, the mathematical models of dynamics of student populations in the university departments are formulated. As a case study, we employ the data of registration section from Department of Mathematics, Facul... In this study, the mathematical models of dynamics of student populations in the university departments are formulated. As a case study, we employ the data of registration section from Department of Mathematics, Faculty of Applied Science, King Mongkut’s University of Technology North Bangkok (KMUTNB), Thailand, from calendar year 2006 to 2010. Using regression analysis, descriptive model and explanatory model are derived. The descriptive model is linear with R2 = 0.8864. Using log-transformation, the explanatory model gives the nonlinear approximation with R2 = 0.8293. The model predicts that the number of students of Department of Mathematics, KMUTNB has a tendency to linearly increase with slope of 20 with 95% CI (6.8417, 33.1583). The application of the models in educational management is discussed. 展开更多
关键词 STUDENT POPULATION Regression Analysis DESCRIPTIVE MODEL explanatory MODEL
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