In Martin Eden,the development of the relationship between Martin and Ruth falls into three stages.During the first stage of their acquaintance,Ruth’s ego and super-ego vanquish her id transitorily.In the second stag...In Martin Eden,the development of the relationship between Martin and Ruth falls into three stages.During the first stage of their acquaintance,Ruth’s ego and super-ego vanquish her id transitorily.In the second stage of intimacy,Ruth is strongly manipulated by her super-ego that mainly originates from her Electra complex.Consequently,she attempts to re-mould Martin in the shape of her father,but in vain.When it comes to the third stage of relationship break-down,obliged to moralities and norms,Ruth chooses to end their relationships.展开更多
Investigating the role of Big Five personality traits in relation to various health outcomes has been extensively studied. The impact of “Big Five” on physical health is here explored for older Europeans with a focu...Investigating the role of Big Five personality traits in relation to various health outcomes has been extensively studied. The impact of “Big Five” on physical health is here explored for older Europeans with a focus on examining age groups differences. The study sample included 378,500 respondents derived from the seventh data wave of Survey of Health, Aging and Retirement in Europe (SHARE). The physical health status of older Europeans was estimated by constructing an index considering the combined effect of well-established health indicators such as the number of chronic diseases, mobility limitations, limitations with basic and instrumental activities of daily living, and self-perceived health. This index was used for an overall physical health assessment, for which the higher the score for an individual, the worst health level. Then, through a dichotomization process applied to the retrieved Principal Component Analysis scores, a two-group discrimination (good or bad health status) of SHARE participants was obtained as regards their physical health condition, allowing for further con-structing logistic regression models to assess the predictive significance of “Big Five” and their protective role for physical health. Results showed that neuroti-cism was the most significant predictor of physical health for all age groups un-der consideration, while extraversion, agreeableness and openness were not found to significantly affect the self-reported physical health levels of midlife adults aged 50 up to 64. Older adults aged 65 up to 79 were more prone to open-ness, whereas the oldest old individuals aged 80 up to 105 were mainly affected by openness and conscientiousness. .展开更多
This paper makes a comparative study of the theory of heavenly principles and human desires in the Neo-Confucianism of the Song and Ming Dynasties and the theory of personality structure in psychoanalytic theory.From ...This paper makes a comparative study of the theory of heavenly principles and human desires in the Neo-Confucianism of the Song and Ming Dynasties and the theory of personality structure in psychoanalytic theory.From the perspective of the construction of the subject,in the debate between the heavenly principle and the human desire,the person is built into the moral subject.The id,ego,and super-ego in the psychoanalytic theory constitute the unconscious structural subject.In the framework of these two theories,the“maintain the heavenly principles and eradicate human desires”and“the heavenly principles exist in desire”in the theory of heavenly principles and human desires express the unity of opposites between heavenly principles and human desire.The core of personality structure theory is the relationship of obedience and control among the id,ego,and super-ego.As far as the value orientation is concerned,the debate between the heavenly principle and the human desire provides a theoretical basis for the moral practice of Confucianism of“aim at absolute perfection”,while the free will of the id in the unconscious subject is the most essential ethical aspect of psychoanalysis.展开更多
Since decision-making behavior has been in the focus both from a scientific and a professional position, there seems to be a dispute whether rational or intuitive decision making leads to better outcomes. By now, scho...Since decision-making behavior has been in the focus both from a scientific and a professional position, there seems to be a dispute whether rational or intuitive decision making leads to better outcomes. By now, scholars have agreed that effective organizations do not have the luxury to choose between the "applications" of intuitive or rational decision making. Instead, they try to understand how different factors like personality traits and problem characteristics influence the decision-making process. Reviewing the literature reveals that personality pre-determination and the structure of problems (e.g., well-structured problems (WSPs) versus ill-structured problems (ISPs)) seem to have a significant impact on the decision-making efficiency. Further, the review also shows that there is a lack of application-oriented empirical studies in this area of research. Therefore, the aim of this research paper is to propose a framework for an empirical study on how personality traits and problem structure influence the decision-making process. First, hypotheses are derived from the literature on how personality pre-determination and behavioral patterns in the decision-making process lead to higher socioeconomic efficiency within certain problem categories. Second, a causal model and a setup for a laboratory experiment are proposed to allow testing the hypotheses. Finally, the conclusions provide an outlook on how this research could support organizations in their decision-making processes.展开更多
Mrs.Warren’s Profession is George Bernard Shaw’s representative work.It takes Mrs.Warren as a central figure and shows us the mental growth of women in the capitalist society.This article intends to analyze the proc...Mrs.Warren’s Profession is George Bernard Shaw’s representative work.It takes Mrs.Warren as a central figure and shows us the mental growth of women in the capitalist society.This article intends to analyze the process of Mrs.Warren’s psychological changes with Freud’s personality structure theory and explore Mrs.Warren’s psychological struggles.It is found that Mrs.Warren’s psychological changes can be divided into four stages.Through this analysis,it shows that Mrs.Warren’s personality structure is in a dynamic change.In all the stages,Mrs.Warren’s id is repressed,while her super-ego is in a weak position.At the same time,her ego can’t balance the relationship between the ego and super-ego.This unbalanced personality structure eventually leads to the tragedy of Mrs.Warren.展开更多
On May 8, 2012, African-American writer Toni Morrison who has been in her eighties had her tenth novel Homepub-lished. Morrisonarranged the setting of Home in the 1950 s in the United States after the Korean War and s...On May 8, 2012, African-American writer Toni Morrison who has been in her eighties had her tenth novel Homepub-lished. Morrisonarranged the setting of Home in the 1950 s in the United States after the Korean War and she also uncommonly setthe protagonist as a male, a veteran coming back from the Korean War.With the Freudian Psychoanalysis, the thesis aims to lucubrate the inner mind of the protagonist Frank, analyze his personalitystructure, and reveal his real mental status, the final purpose of which is to expose the white society's oppression and exploits exert-ed upon the black people, the anxious and depressed mental status of black community as well as their arduous and painstakingjourney to find a place where they could call"Home", and to reveal the living status of black people in a society dominated bywhite culture and then sharply denounces the mutilation of the racialism on the black people.展开更多
Mrs. Dalloway is one of the most representative poetic novels of the modernist novelist Virginia Woolf in the twentieth Century. It shows Clarissa's death of the soul and her suppression of human nature by portray...Mrs. Dalloway is one of the most representative poetic novels of the modernist novelist Virginia Woolf in the twentieth Century. It shows Clarissa's death of the soul and her suppression of human nature by portraying the one day detailed life.Through intensive text reading and based on Freud's theory of personality structure, this paper intends to analyze Clarissa's unbalanced personality structure: namely her repressed id, obscured ego, and inflated superego, to demonstrate Clarissa's character and personality more clearly.展开更多
By using Freud's theory of personality structure, this paper analyzes Fitzgerald who is the author of The great Gatsby and his characters Gatsby and Nick, in order to explore their differences between personality ...By using Freud's theory of personality structure, this paper analyzes Fitzgerald who is the author of The great Gatsby and his characters Gatsby and Nick, in order to explore their differences between personality structure theory and their fates. Although Fitzgerald is related to his work The great Gatsby, there are still contradiction among three personality structures of id,ego and superego.展开更多
The Sound and the Fury, a masterpiece in American literature, is one of the most representative works of stream of consciousness by William Faulkner. Facing with the decline of both the Southern society and their fami...The Sound and the Fury, a masterpiece in American literature, is one of the most representative works of stream of consciousness by William Faulkner. Facing with the decline of both the Southern society and their family, the three brothers of the Compson family have different reactions upon it, which is largely attributed to their differences in personality structure. This short paper shall make an effort to analyze their own id, ego and superego on the foundation of Freud's theory of personality structure, aiming at to provide a new vision of the families' tragedy fate.展开更多
Sherwood Anderson's masterpiece Winesburg, Ohio is often considered to be the first real modern American novel."Hands"and"Adventure"are two representative stories of this novel. In this article...Sherwood Anderson's masterpiece Winesburg, Ohio is often considered to be the first real modern American novel."Hands"and"Adventure"are two representative stories of this novel. In this article, the author tries to do a brief analysis on the protagonists of the two stories by using the tripartite personality structure theory of Freud, aiming to get a deeper interpretation and the profound connotation of the stories.展开更多
Personality recognition plays a pivotal role when developing user-centric solutions such as recommender systems or decision support systems across various domains,including education,e-commerce,or human resources.Tra-...Personality recognition plays a pivotal role when developing user-centric solutions such as recommender systems or decision support systems across various domains,including education,e-commerce,or human resources.Tra-ditional machine learning techniques have been broadly employed for personality trait identification;nevertheless,the development of new technologies based on deep learning has led to new opportunities to improve their performance.This study focuses on the capabilities of pre-trained language models such as BERT,RoBERTa,ALBERT,ELECTRA,ERNIE,or XLNet,to deal with the task of personality recognition.These models are able to capture structural features from textual content and comprehend a multitude of language facets and complex features such as hierarchical relationships or long-term dependencies.This makes them suitable to classify multi-label personality traits from reviews while mitigating computational costs.The focus of this approach centers on developing an architecture based on different layers able to capture the semantic context and structural features from texts.Moreover,it is able to fine-tune the previous models using the MyPersonality dataset,which comprises 9,917 status updates contributed by 250 Facebook users.These status updates are categorized according to the well-known Big Five personality model,setting the stage for a comprehensive exploration of personality traits.To test the proposal,a set of experiments have been performed using different metrics such as the exact match ratio,hamming loss,zero-one-loss,precision,recall,F1-score,and weighted averages.The results reveal ERNIE is the top-performing model,achieving an exact match ratio of 72.32%,an accuracy rate of 87.17%,and 84.41%of F1-score.The findings demonstrate that the tested models substantially outperform other state-of-the-art studies,enhancing the accuracy by at least 3%and confirming them as powerful tools for personality recognition.These findings represent substantial advancements in personality recognition,making them appropriate for the development of user-centric applications.展开更多
Library anxiety is an unpleasant feeling that is experienced in a library location;it has behavioral, psychological, emotional and cognitive effect, which can be harmful for students’ academic career. The purpose of ...Library anxiety is an unpleasant feeling that is experienced in a library location;it has behavioral, psychological, emotional and cognitive effect, which can be harmful for students’ academic career. The purpose of current study was to investigate the relationship between Library anxiety and the Big Five personality factors (neuroticism, extraversion, openness-to-experience, agreeableness, and conscientiousness) using a multivariate approach among students in Ardabil university. The participants were students of Ardabil University of Medical Sciences of which a sample of 580 students was randomly selected. And the assessment methods were revised. The short form of NEO Inventory [1] and the library anxiety questionnaire [2] were used to gather the data. The results showed that Neuroticism increased library anxiety in students, and with increasing the level of education, library anxiety is reduced, whereas by increasing the semester the library anxiety of students increases.展开更多
This study introduces an innovative“Big Model”strategy to enhance Bridge Structural Health Monitoring(SHM)using a Convolutional Neural Network(CNN),time-frequency analysis,and fine element analysis.Leveraging ensemb...This study introduces an innovative“Big Model”strategy to enhance Bridge Structural Health Monitoring(SHM)using a Convolutional Neural Network(CNN),time-frequency analysis,and fine element analysis.Leveraging ensemble methods,collaborative learning,and distributed computing,the approach effectively manages the complexity and scale of large-scale bridge data.The CNN employs transfer learning,fine-tuning,and continuous monitoring to optimize models for adaptive and accurate structural health assessments,focusing on extracting meaningful features through time-frequency analysis.By integrating Finite Element Analysis,time-frequency analysis,and CNNs,the strategy provides a comprehensive understanding of bridge health.Utilizing diverse sensor data,sophisticated feature extraction,and advanced CNN architecture,the model is optimized through rigorous preprocessing and hyperparameter tuning.This approach significantly enhances the ability to make accurate predictions,monitor structural health,and support proactive maintenance practices,thereby ensuring the safety and longevity of critical infrastructure.展开更多
Highly Active Antiretroviral Therapy (HAART) has changed the course of human immunodeficiency virus (HIV) treatments since its introduction. However, for many patients, long term continuous HAART is expensive and can ...Highly Active Antiretroviral Therapy (HAART) has changed the course of human immunodeficiency virus (HIV) treatments since its introduction. However, for many patients, long term continuous HAART is expensive and can include problems with drug toxicity and side effects, as well as increased drug resistance. Because of these reasons, some HIV infected patients will voluntarily terminate HAART. Some of these patients will also interrupt the continuous prescribed therapies for short or long periods. After discontinuing HAART, patients will usually experience a rapid increase in viral load coupled with an immediate decline in CD4+ counts. The canonical example of a patient undergoing unsupervised breaks in HAART is that of the “Berlin patient”. In this case, the patient was able to control viral load in the absence of treatment by cycling HAART on and off due to non-related infections. Due to this patient, interest in the use of structured treatment interruptions (STI) as a mechanism to regulate an HIV infection piqued. This paper describes an optimal control approach to determine STI regimen for HIV patients. The optimal STI was implemented in the context of the receding horizon control (RHC) using a mathematical model for the in-vivo dynamics of an HIV type 1 infection. Using available clinical data, we calibrate the model by estimating on a patient specific basis, a best estimable set of parameters using sensitivity analysis and subset selection. We demonstrate how customized STI protocols can be designed through the variation of control parameters on a patient specific basis.展开更多
Facing with the enormous data scale of the civil aviation industry, the vital issue that enterprises must consider is how to manage and make use of data to play its value. In this study, the content of the governance ...Facing with the enormous data scale of the civil aviation industry, the vital issue that enterprises must consider is how to manage and make use of data to play its value. In this study, the content of the governance of big data of civil aviation is analyzed and this paper put forward the specific governance of big data resources of civil aviation to provide relevant support of the governance of big data resources of civil aviation.展开更多
In this paper, we research on the research on the mass structured data storage and sorting algorithm and methodology for SQL database under the big data environment. With the data storage market development and center...In this paper, we research on the research on the mass structured data storage and sorting algorithm and methodology for SQL database under the big data environment. With the data storage market development and centering on the server, the data will store model to data- centric data storage model. Storage is considered from the start, just keep a series of data, for the management system and storage device rarely consider the intrinsic value of the stored data. The prosperity of the Internet has changed the world data storage, and with the emergence of many new applications. Theoretically, the proposed algorithm has the ability of dealing with massive data and numerically, the algorithm could enhance the processing accuracy and speed which will be meaningful.展开更多
AIM: To provide a structural model of the relationship between personality traits, perceived stress, coping strategies, social support, and psychological outcomes in the general population.METHODS: This is a cross sec...AIM: To provide a structural model of the relationship between personality traits, perceived stress, coping strategies, social support, and psychological outcomes in the general population.METHODS: This is a cross sectional study in which the study group was selected using multistage cluster and convenience sampling among a population of 4 million. For data collection, a total of 4763 individuals were asked to complete a questionnaire on demographics, personality traits, life events, coping with stress, social support, and psychological outcomes such as anxiety and depression. To evaluate the comprehensive relation-ship between the variables, a path model was fitted.RESULTS: The standard electronic modules showed that personality traits and perceived stress are important determinants of psychological outcomes. Social support and coping strategies were demonstrated to reduce the increasing cumulative positive effects of neuroticism and perceived stress on the psychological outcomes and enhance the protective effect of extraversion through decreasing the positive effect of perceived stress on the psychological outcomes. CONCLUSION: Personal resources play an important role in reduction and prevention of anxiety and depression. In order to improve the psychological health, it is necessary to train and reinforce the adaptive coping strategies and social support, and thus, to moderate negative personality traits.展开更多
This paper proposed a new method of semi-automatic extraction for semantic structures from unlabelled corpora in specific domains. The approach is statistical in nature. The extracted structures can be used for shallo...This paper proposed a new method of semi-automatic extraction for semantic structures from unlabelled corpora in specific domains. The approach is statistical in nature. The extracted structures can be used for shallow parsing and semantic labeling. By iteratively extracting new words and clustering words, we get an inital semantic lexicon that groups words of the same semantic meaning together as a class. After that, a bootstrapping algorithm is adopted to extract semantic structures. Then the semantic structures are used to extract new展开更多
A Rose for Emily is the masterpiece of William Faulkner, who is regarded as the founder of Southern literature. The Fall of the House of Usher is one of the most popular short stories written by the great American wri...A Rose for Emily is the masterpiece of William Faulkner, who is regarded as the founder of Southern literature. The Fall of the House of Usher is one of the most popular short stories written by the great American writer Edgar Allan Poe. They have common ends that the main characters of the two novels—Emily and Usher are all destruction of their unbalanced personality.This thesis will set a new point from a branch view of psychology—personality psychology to analyze the two characters Emily and Usher, how they change from pathological personality to abnormal personality, and finally destruct from flesh to soul. The deep meaning is to announce the human inner world will distract by the outside world.展开更多
文摘In Martin Eden,the development of the relationship between Martin and Ruth falls into three stages.During the first stage of their acquaintance,Ruth’s ego and super-ego vanquish her id transitorily.In the second stage of intimacy,Ruth is strongly manipulated by her super-ego that mainly originates from her Electra complex.Consequently,she attempts to re-mould Martin in the shape of her father,but in vain.When it comes to the third stage of relationship break-down,obliged to moralities and norms,Ruth chooses to end their relationships.
文摘Investigating the role of Big Five personality traits in relation to various health outcomes has been extensively studied. The impact of “Big Five” on physical health is here explored for older Europeans with a focus on examining age groups differences. The study sample included 378,500 respondents derived from the seventh data wave of Survey of Health, Aging and Retirement in Europe (SHARE). The physical health status of older Europeans was estimated by constructing an index considering the combined effect of well-established health indicators such as the number of chronic diseases, mobility limitations, limitations with basic and instrumental activities of daily living, and self-perceived health. This index was used for an overall physical health assessment, for which the higher the score for an individual, the worst health level. Then, through a dichotomization process applied to the retrieved Principal Component Analysis scores, a two-group discrimination (good or bad health status) of SHARE participants was obtained as regards their physical health condition, allowing for further con-structing logistic regression models to assess the predictive significance of “Big Five” and their protective role for physical health. Results showed that neuroti-cism was the most significant predictor of physical health for all age groups un-der consideration, while extraversion, agreeableness and openness were not found to significantly affect the self-reported physical health levels of midlife adults aged 50 up to 64. Older adults aged 65 up to 79 were more prone to open-ness, whereas the oldest old individuals aged 80 up to 105 were mainly affected by openness and conscientiousness. .
文摘This paper makes a comparative study of the theory of heavenly principles and human desires in the Neo-Confucianism of the Song and Ming Dynasties and the theory of personality structure in psychoanalytic theory.From the perspective of the construction of the subject,in the debate between the heavenly principle and the human desire,the person is built into the moral subject.The id,ego,and super-ego in the psychoanalytic theory constitute the unconscious structural subject.In the framework of these two theories,the“maintain the heavenly principles and eradicate human desires”and“the heavenly principles exist in desire”in the theory of heavenly principles and human desires express the unity of opposites between heavenly principles and human desire.The core of personality structure theory is the relationship of obedience and control among the id,ego,and super-ego.As far as the value orientation is concerned,the debate between the heavenly principle and the human desire provides a theoretical basis for the moral practice of Confucianism of“aim at absolute perfection”,while the free will of the id in the unconscious subject is the most essential ethical aspect of psychoanalysis.
文摘Since decision-making behavior has been in the focus both from a scientific and a professional position, there seems to be a dispute whether rational or intuitive decision making leads to better outcomes. By now, scholars have agreed that effective organizations do not have the luxury to choose between the "applications" of intuitive or rational decision making. Instead, they try to understand how different factors like personality traits and problem characteristics influence the decision-making process. Reviewing the literature reveals that personality pre-determination and the structure of problems (e.g., well-structured problems (WSPs) versus ill-structured problems (ISPs)) seem to have a significant impact on the decision-making efficiency. Further, the review also shows that there is a lack of application-oriented empirical studies in this area of research. Therefore, the aim of this research paper is to propose a framework for an empirical study on how personality traits and problem structure influence the decision-making process. First, hypotheses are derived from the literature on how personality pre-determination and behavioral patterns in the decision-making process lead to higher socioeconomic efficiency within certain problem categories. Second, a causal model and a setup for a laboratory experiment are proposed to allow testing the hypotheses. Finally, the conclusions provide an outlook on how this research could support organizations in their decision-making processes.
文摘Mrs.Warren’s Profession is George Bernard Shaw’s representative work.It takes Mrs.Warren as a central figure and shows us the mental growth of women in the capitalist society.This article intends to analyze the process of Mrs.Warren’s psychological changes with Freud’s personality structure theory and explore Mrs.Warren’s psychological struggles.It is found that Mrs.Warren’s psychological changes can be divided into four stages.Through this analysis,it shows that Mrs.Warren’s personality structure is in a dynamic change.In all the stages,Mrs.Warren’s id is repressed,while her super-ego is in a weak position.At the same time,her ego can’t balance the relationship between the ego and super-ego.This unbalanced personality structure eventually leads to the tragedy of Mrs.Warren.
文摘On May 8, 2012, African-American writer Toni Morrison who has been in her eighties had her tenth novel Homepub-lished. Morrisonarranged the setting of Home in the 1950 s in the United States after the Korean War and she also uncommonly setthe protagonist as a male, a veteran coming back from the Korean War.With the Freudian Psychoanalysis, the thesis aims to lucubrate the inner mind of the protagonist Frank, analyze his personalitystructure, and reveal his real mental status, the final purpose of which is to expose the white society's oppression and exploits exert-ed upon the black people, the anxious and depressed mental status of black community as well as their arduous and painstakingjourney to find a place where they could call"Home", and to reveal the living status of black people in a society dominated bywhite culture and then sharply denounces the mutilation of the racialism on the black people.
文摘Mrs. Dalloway is one of the most representative poetic novels of the modernist novelist Virginia Woolf in the twentieth Century. It shows Clarissa's death of the soul and her suppression of human nature by portraying the one day detailed life.Through intensive text reading and based on Freud's theory of personality structure, this paper intends to analyze Clarissa's unbalanced personality structure: namely her repressed id, obscured ego, and inflated superego, to demonstrate Clarissa's character and personality more clearly.
文摘By using Freud's theory of personality structure, this paper analyzes Fitzgerald who is the author of The great Gatsby and his characters Gatsby and Nick, in order to explore their differences between personality structure theory and their fates. Although Fitzgerald is related to his work The great Gatsby, there are still contradiction among three personality structures of id,ego and superego.
文摘The Sound and the Fury, a masterpiece in American literature, is one of the most representative works of stream of consciousness by William Faulkner. Facing with the decline of both the Southern society and their family, the three brothers of the Compson family have different reactions upon it, which is largely attributed to their differences in personality structure. This short paper shall make an effort to analyze their own id, ego and superego on the foundation of Freud's theory of personality structure, aiming at to provide a new vision of the families' tragedy fate.
文摘Sherwood Anderson's masterpiece Winesburg, Ohio is often considered to be the first real modern American novel."Hands"and"Adventure"are two representative stories of this novel. In this article, the author tries to do a brief analysis on the protagonists of the two stories by using the tripartite personality structure theory of Freud, aiming to get a deeper interpretation and the profound connotation of the stories.
基金This work has been partially supported by FEDER and the State Research Agency(AEI)of the Spanish Ministry of Economy and Competition under Grant SAFER:PID2019-104735RB-C42(AEI/FEDER,UE)the General Subdirection for Gambling Regulation of the Spanish ConsumptionMinistry under the Grant Detec-EMO:SUBV23/00010the Project PLEC2021-007681 funded by MCIN/AEI/10.13039/501100011033 and by the European Union NextGenerationEU/PRTR.
文摘Personality recognition plays a pivotal role when developing user-centric solutions such as recommender systems or decision support systems across various domains,including education,e-commerce,or human resources.Tra-ditional machine learning techniques have been broadly employed for personality trait identification;nevertheless,the development of new technologies based on deep learning has led to new opportunities to improve their performance.This study focuses on the capabilities of pre-trained language models such as BERT,RoBERTa,ALBERT,ELECTRA,ERNIE,or XLNet,to deal with the task of personality recognition.These models are able to capture structural features from textual content and comprehend a multitude of language facets and complex features such as hierarchical relationships or long-term dependencies.This makes them suitable to classify multi-label personality traits from reviews while mitigating computational costs.The focus of this approach centers on developing an architecture based on different layers able to capture the semantic context and structural features from texts.Moreover,it is able to fine-tune the previous models using the MyPersonality dataset,which comprises 9,917 status updates contributed by 250 Facebook users.These status updates are categorized according to the well-known Big Five personality model,setting the stage for a comprehensive exploration of personality traits.To test the proposal,a set of experiments have been performed using different metrics such as the exact match ratio,hamming loss,zero-one-loss,precision,recall,F1-score,and weighted averages.The results reveal ERNIE is the top-performing model,achieving an exact match ratio of 72.32%,an accuracy rate of 87.17%,and 84.41%of F1-score.The findings demonstrate that the tested models substantially outperform other state-of-the-art studies,enhancing the accuracy by at least 3%and confirming them as powerful tools for personality recognition.These findings represent substantial advancements in personality recognition,making them appropriate for the development of user-centric applications.
文摘Library anxiety is an unpleasant feeling that is experienced in a library location;it has behavioral, psychological, emotional and cognitive effect, which can be harmful for students’ academic career. The purpose of current study was to investigate the relationship between Library anxiety and the Big Five personality factors (neuroticism, extraversion, openness-to-experience, agreeableness, and conscientiousness) using a multivariate approach among students in Ardabil university. The participants were students of Ardabil University of Medical Sciences of which a sample of 580 students was randomly selected. And the assessment methods were revised. The short form of NEO Inventory [1] and the library anxiety questionnaire [2] were used to gather the data. The results showed that Neuroticism increased library anxiety in students, and with increasing the level of education, library anxiety is reduced, whereas by increasing the semester the library anxiety of students increases.
文摘This study introduces an innovative“Big Model”strategy to enhance Bridge Structural Health Monitoring(SHM)using a Convolutional Neural Network(CNN),time-frequency analysis,and fine element analysis.Leveraging ensemble methods,collaborative learning,and distributed computing,the approach effectively manages the complexity and scale of large-scale bridge data.The CNN employs transfer learning,fine-tuning,and continuous monitoring to optimize models for adaptive and accurate structural health assessments,focusing on extracting meaningful features through time-frequency analysis.By integrating Finite Element Analysis,time-frequency analysis,and CNNs,the strategy provides a comprehensive understanding of bridge health.Utilizing diverse sensor data,sophisticated feature extraction,and advanced CNN architecture,the model is optimized through rigorous preprocessing and hyperparameter tuning.This approach significantly enhances the ability to make accurate predictions,monitor structural health,and support proactive maintenance practices,thereby ensuring the safety and longevity of critical infrastructure.
文摘Highly Active Antiretroviral Therapy (HAART) has changed the course of human immunodeficiency virus (HIV) treatments since its introduction. However, for many patients, long term continuous HAART is expensive and can include problems with drug toxicity and side effects, as well as increased drug resistance. Because of these reasons, some HIV infected patients will voluntarily terminate HAART. Some of these patients will also interrupt the continuous prescribed therapies for short or long periods. After discontinuing HAART, patients will usually experience a rapid increase in viral load coupled with an immediate decline in CD4+ counts. The canonical example of a patient undergoing unsupervised breaks in HAART is that of the “Berlin patient”. In this case, the patient was able to control viral load in the absence of treatment by cycling HAART on and off due to non-related infections. Due to this patient, interest in the use of structured treatment interruptions (STI) as a mechanism to regulate an HIV infection piqued. This paper describes an optimal control approach to determine STI regimen for HIV patients. The optimal STI was implemented in the context of the receding horizon control (RHC) using a mathematical model for the in-vivo dynamics of an HIV type 1 infection. Using available clinical data, we calibrate the model by estimating on a patient specific basis, a best estimable set of parameters using sensitivity analysis and subset selection. We demonstrate how customized STI protocols can be designed through the variation of control parameters on a patient specific basis.
文摘Facing with the enormous data scale of the civil aviation industry, the vital issue that enterprises must consider is how to manage and make use of data to play its value. In this study, the content of the governance of big data of civil aviation is analyzed and this paper put forward the specific governance of big data resources of civil aviation to provide relevant support of the governance of big data resources of civil aviation.
文摘In this paper, we research on the research on the mass structured data storage and sorting algorithm and methodology for SQL database under the big data environment. With the data storage market development and centering on the server, the data will store model to data- centric data storage model. Storage is considered from the start, just keep a series of data, for the management system and storage device rarely consider the intrinsic value of the stored data. The prosperity of the Internet has changed the world data storage, and with the emergence of many new applications. Theoretically, the proposed algorithm has the ability of dealing with massive data and numerically, the algorithm could enhance the processing accuracy and speed which will be meaningful.
文摘AIM: To provide a structural model of the relationship between personality traits, perceived stress, coping strategies, social support, and psychological outcomes in the general population.METHODS: This is a cross sectional study in which the study group was selected using multistage cluster and convenience sampling among a population of 4 million. For data collection, a total of 4763 individuals were asked to complete a questionnaire on demographics, personality traits, life events, coping with stress, social support, and psychological outcomes such as anxiety and depression. To evaluate the comprehensive relation-ship between the variables, a path model was fitted.RESULTS: The standard electronic modules showed that personality traits and perceived stress are important determinants of psychological outcomes. Social support and coping strategies were demonstrated to reduce the increasing cumulative positive effects of neuroticism and perceived stress on the psychological outcomes and enhance the protective effect of extraversion through decreasing the positive effect of perceived stress on the psychological outcomes. CONCLUSION: Personal resources play an important role in reduction and prevention of anxiety and depression. In order to improve the psychological health, it is necessary to train and reinforce the adaptive coping strategies and social support, and thus, to moderate negative personality traits.
文摘This paper proposed a new method of semi-automatic extraction for semantic structures from unlabelled corpora in specific domains. The approach is statistical in nature. The extracted structures can be used for shallow parsing and semantic labeling. By iteratively extracting new words and clustering words, we get an inital semantic lexicon that groups words of the same semantic meaning together as a class. After that, a bootstrapping algorithm is adopted to extract semantic structures. Then the semantic structures are used to extract new
文摘A Rose for Emily is the masterpiece of William Faulkner, who is regarded as the founder of Southern literature. The Fall of the House of Usher is one of the most popular short stories written by the great American writer Edgar Allan Poe. They have common ends that the main characters of the two novels—Emily and Usher are all destruction of their unbalanced personality.This thesis will set a new point from a branch view of psychology—personality psychology to analyze the two characters Emily and Usher, how they change from pathological personality to abnormal personality, and finally destruct from flesh to soul. The deep meaning is to announce the human inner world will distract by the outside world.