This study presents a hybrid CNN-Transformer model for real-time recognition of affective tactile biosignals.The proposed framework combines convolutional neural networks(CNNs)to extract spatial and local temporal fea...This study presents a hybrid CNN-Transformer model for real-time recognition of affective tactile biosignals.The proposed framework combines convolutional neural networks(CNNs)to extract spatial and local temporal features with the Transformer encoder that captures long-range dependencies in time-series data through multi-head attention.Model performance was evaluated on two widely used tactile biosignal datasets,HAART and CoST,which contain diverse affective touch gestures recorded from pressure sensor arrays.TheCNN-Transformer model achieved recognition rates of 93.33%on HAART and 80.89%on CoST,outperforming existing methods on both benchmarks.By incorporating temporal windowing,the model enables instantaneous prediction,improving generalization across gestures of varying duration.These results highlight the effectiveness of deep learning for tactile biosignal processing and demonstrate the potential of theCNN-Transformer approach for future applications in wearable sensors,affective computing,and biomedical monitoring.展开更多
This interview presents an in-depth interview with Brian Massumi,a renowned contemporary cultural theorist.Professor Massumi builds upon the philosophical ideas of Whitehead,Deleuze,and others,focusing his research on...This interview presents an in-depth interview with Brian Massumi,a renowned contemporary cultural theorist.Professor Massumi builds upon the philosophical ideas of Whitehead,Deleuze,and others,focusing his research on embodied experience philosophy,art and media theory,and cultural political theory.His article“The Autonomy of Affect”is widely recognized as marking a major theoretical shift in contemporary humanities research—the affective turn.This interview explores the contemporary significance of Deleuzian thought,the theoretical core of the affective turn and its interplay with process philosophy,and the political potential of art as a field of practice for nonsensuous similarity.The interview also reflects critically on the current affective turn in the humanities,addresses related controversies,and envisions art's experimental role in political potentiality and collective becoming.展开更多
The dynamics of student engagement and emotional states significantly influence learning outcomes.Positive emotions resulting from successful task completion stand in contrast to negative affective states that arise f...The dynamics of student engagement and emotional states significantly influence learning outcomes.Positive emotions resulting from successful task completion stand in contrast to negative affective states that arise from learning struggles or failures.Effective transitions to engagement occur upon problem resolution,while unresolved issues lead to frustration and subsequent boredom.This study proposes a Convolutional Neural Networks(CNN)based approach utilizing the Multi⁃source Academic Affective Engagement Dataset(MAAED)to categorize facial expressions into boredom,confusion,frustration,and yawning.This method provides an efficient and objective way to assess student engagement by extracting features from facial images.Recognizing and addressing negative affective states,such as confusion and boredom,is fundamental in creating supportive learning environments.Through automated frame extraction and model comparison,this study demonstrates reduced loss values with improving accuracy,showcasing the effectiveness of this method in objectively evaluating student engagement.Monitoring facial engagement with CNN using the MAAED dataset is essential for gaining insights into human behaviour and improving educational experiences.展开更多
For the following decades after the American Civil War,most American literature works presented the war in a romantic or sentimental manner.However,Stephen Crane’s The Red Badge of Courage gave it a naturalistic touc...For the following decades after the American Civil War,most American literature works presented the war in a romantic or sentimental manner.However,Stephen Crane’s The Red Badge of Courage gave it a naturalistic touch to tell the story of Henry Fleming,the main character,overcoming cowardice and becoming a hero.Through its revolutionary criticism of psychoanalysis and capitalism,Deleuze and Guattari contributed a legacy to postmodern philosophy with their affect philosophy,with virtuality at its pivot.Using the Deleuzo-Guattarian affective philosophy as a scope,it is clear that the maturing of Henry is in fact a sequence of two attempts of deterritorialization in the war,one failed and the other successful.The heroism Henry acquires is demonstrated in the form of virtual death and disconnection with meaning;nonetheless,his return to the society makes it an incomplete destratification,which,at the same time,indicates the opportunity to be a true hero is forever lost to Henry,lost on the battlefield.展开更多
This paper is dedicated to constructing a theoretical framework for the identification and treatment of affective disorders in traditional Chinese medicine based on the“five-organ view”.Through in-depth analysis of ...This paper is dedicated to constructing a theoretical framework for the identification and treatment of affective disorders in traditional Chinese medicine based on the“five-organ view”.Through in-depth analysis of the theoretical connotation of the“five-organ concept”,we discussed the characteristics of the five-organ mechanism of affective-philosophical disorders in detail,systematically constructed a system of identification based on the association of the five organs,and proposed a comprehensive and holistic treatment strategy.The results of the study clearly show that the theoretical framework can provide systematic theoretical guidance for the clinical diagnosis and treatment of affective-philosophical disorders in Chinese medicine,help to improve the diagnostic and therapeutic effects of affective-philosophical disorders,and provide new ideas and methods for the theoretical development and clinical practice of affective-philosophical disorders in Chinese medicine,which is of important theoretical and practical significance,and can further promote the modernization of the development of affective-philosophical disorders in Chinese medicine.展开更多
Objectives:Recent research has shown that college students experience high levels of stress from various sources,which contribute to heightened rates of psychological distress and make them particularly vulnerable to ...Objectives:Recent research has shown that college students experience high levels of stress from various sources,which contribute to heightened rates of psychological distress and make them particularly vulnerable to mental health issues.Hence,we conducted a study,aimed to analyze the influence of a mobile-based walking routine on mental health outcomes,such as perceived stress and positive and negative affect.Methods:The participants were divided into two groups:the walking group(N=23)and the control group(N=24).The walking group engaged in an approximately 25-min walking session for at least 3 days per week,which was carefully monitored and facilitated with the help of the Nike Run Club application.The statistical analysis of the quantitative data was carried out with the help of SPSS 25.0.In addition to calculating descriptive statistics,we conducted an independent samples t-test,a repeated-measures ANOVA,and a paired sample t-test to analyze the effectiveness of the intervention.Results:A repeated-measures ANOVA revealed that the walking group exhibited significant reductions in perceived stress(t=2.03,p=0.049,Cohen’s D=0.60)and negative affect(t=2.19,p=0.033,Cohen’s D=0.65)after the intervention,whereas the control group showed no significant changes across time in any of the proposed variables.Conclusion:The results of the study continue to be indicative of the positive effects of regular walking on perceived stress and negative affect,preserving its role as a straightforward and accessible tool for reducing stress and negative affect.展开更多
To the editor:A wide range of affective disorders affects people of all ages globally and contributes significantly to the global disease burden.1 In China,a nationwide survey found a 3.21% prevalence of affective dis...To the editor:A wide range of affective disorders affects people of all ages globally and contributes significantly to the global disease burden.1 In China,a nationwide survey found a 3.21% prevalence of affective disorders in children and adolescents,with major depressive disorder(MDD)at 2.00%and bipolar disorder at 0.86%.展开更多
文摘This study presents a hybrid CNN-Transformer model for real-time recognition of affective tactile biosignals.The proposed framework combines convolutional neural networks(CNNs)to extract spatial and local temporal features with the Transformer encoder that captures long-range dependencies in time-series data through multi-head attention.Model performance was evaluated on two widely used tactile biosignal datasets,HAART and CoST,which contain diverse affective touch gestures recorded from pressure sensor arrays.TheCNN-Transformer model achieved recognition rates of 93.33%on HAART and 80.89%on CoST,outperforming existing methods on both benchmarks.By incorporating temporal windowing,the model enables instantaneous prediction,improving generalization across gestures of varying duration.These results highlight the effectiveness of deep learning for tactile biosignal processing and demonstrate the potential of theCNN-Transformer approach for future applications in wearable sensors,affective computing,and biomedical monitoring.
基金supported by the China Scholarship Council(CSC202408310006)The Fonds de recherche du Québec-Nature et technologies(PBEEE358267)。
文摘This interview presents an in-depth interview with Brian Massumi,a renowned contemporary cultural theorist.Professor Massumi builds upon the philosophical ideas of Whitehead,Deleuze,and others,focusing his research on embodied experience philosophy,art and media theory,and cultural political theory.His article“The Autonomy of Affect”is widely recognized as marking a major theoretical shift in contemporary humanities research—the affective turn.This interview explores the contemporary significance of Deleuzian thought,the theoretical core of the affective turn and its interplay with process philosophy,and the political potential of art as a field of practice for nonsensuous similarity.The interview also reflects critically on the current affective turn in the humanities,addresses related controversies,and envisions art's experimental role in political potentiality and collective becoming.
文摘The dynamics of student engagement and emotional states significantly influence learning outcomes.Positive emotions resulting from successful task completion stand in contrast to negative affective states that arise from learning struggles or failures.Effective transitions to engagement occur upon problem resolution,while unresolved issues lead to frustration and subsequent boredom.This study proposes a Convolutional Neural Networks(CNN)based approach utilizing the Multi⁃source Academic Affective Engagement Dataset(MAAED)to categorize facial expressions into boredom,confusion,frustration,and yawning.This method provides an efficient and objective way to assess student engagement by extracting features from facial images.Recognizing and addressing negative affective states,such as confusion and boredom,is fundamental in creating supportive learning environments.Through automated frame extraction and model comparison,this study demonstrates reduced loss values with improving accuracy,showcasing the effectiveness of this method in objectively evaluating student engagement.Monitoring facial engagement with CNN using the MAAED dataset is essential for gaining insights into human behaviour and improving educational experiences.
文摘For the following decades after the American Civil War,most American literature works presented the war in a romantic or sentimental manner.However,Stephen Crane’s The Red Badge of Courage gave it a naturalistic touch to tell the story of Henry Fleming,the main character,overcoming cowardice and becoming a hero.Through its revolutionary criticism of psychoanalysis and capitalism,Deleuze and Guattari contributed a legacy to postmodern philosophy with their affect philosophy,with virtuality at its pivot.Using the Deleuzo-Guattarian affective philosophy as a scope,it is clear that the maturing of Henry is in fact a sequence of two attempts of deterritorialization in the war,one failed and the other successful.The heroism Henry acquires is demonstrated in the form of virtual death and disconnection with meaning;nonetheless,his return to the society makes it an incomplete destratification,which,at the same time,indicates the opportunity to be a true hero is forever lost to Henry,lost on the battlefield.
文摘This paper is dedicated to constructing a theoretical framework for the identification and treatment of affective disorders in traditional Chinese medicine based on the“five-organ view”.Through in-depth analysis of the theoretical connotation of the“five-organ concept”,we discussed the characteristics of the five-organ mechanism of affective-philosophical disorders in detail,systematically constructed a system of identification based on the association of the five organs,and proposed a comprehensive and holistic treatment strategy.The results of the study clearly show that the theoretical framework can provide systematic theoretical guidance for the clinical diagnosis and treatment of affective-philosophical disorders in Chinese medicine,help to improve the diagnostic and therapeutic effects of affective-philosophical disorders,and provide new ideas and methods for the theoretical development and clinical practice of affective-philosophical disorders in Chinese medicine,which is of important theoretical and practical significance,and can further promote the modernization of the development of affective-philosophical disorders in Chinese medicine.
基金supported by the Bio&Medical Technology Development Program of the National Research Foundation(NRF)&funded by the Korean government(MSIT)(NRF-2021M3A9E4080780)Hankuk University of Foreign Studies(2024).
文摘Objectives:Recent research has shown that college students experience high levels of stress from various sources,which contribute to heightened rates of psychological distress and make them particularly vulnerable to mental health issues.Hence,we conducted a study,aimed to analyze the influence of a mobile-based walking routine on mental health outcomes,such as perceived stress and positive and negative affect.Methods:The participants were divided into two groups:the walking group(N=23)and the control group(N=24).The walking group engaged in an approximately 25-min walking session for at least 3 days per week,which was carefully monitored and facilitated with the help of the Nike Run Club application.The statistical analysis of the quantitative data was carried out with the help of SPSS 25.0.In addition to calculating descriptive statistics,we conducted an independent samples t-test,a repeated-measures ANOVA,and a paired sample t-test to analyze the effectiveness of the intervention.Results:A repeated-measures ANOVA revealed that the walking group exhibited significant reductions in perceived stress(t=2.03,p=0.049,Cohen’s D=0.60)and negative affect(t=2.19,p=0.033,Cohen’s D=0.65)after the intervention,whereas the control group showed no significant changes across time in any of the proposed variables.Conclusion:The results of the study continue to be indicative of the positive effects of regular walking on perceived stress and negative affect,preserving its role as a straightforward and accessible tool for reducing stress and negative affect.
基金the Tianjin Health Research Project(Grant No.TJWJ2023MS038)Tianjin Education Commission Research Project(Grant No.2023KJ044)S&T Program of Hebei(SG2021189)。
文摘To the editor:A wide range of affective disorders affects people of all ages globally and contributes significantly to the global disease burden.1 In China,a nationwide survey found a 3.21% prevalence of affective disorders in children and adolescents,with major depressive disorder(MDD)at 2.00%and bipolar disorder at 0.86%.
