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Leveraging CNN to Analyse Facial Expressions for Academic Engagement Monitoring with Insights from the Multi⁃Source Academic Affective Engagement Dataset
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作者 Noora C T Tamil Selvan P 《Journal of Harbin Institute of Technology(New Series)》 2025年第2期65-79,共15页
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
关键词 emotion recognition student engagement facial expressions academic affective engagement MAAED
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Dying Virtually in War:The Affective Logic of Heroism in The Red Badge of Courage
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作者 Zicong Fan 《Cultural and Religious Studies》 2025年第1期42-50,共9页
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
关键词 Stephen Crane affect theory Gilles Deleuze body without organs virtual death
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Construction of a Theoretical Framework for the Identification and Treatment of Affective Disorders in Traditional Chinese Medicine Based on the“Five-organ View of Unity”
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作者 Xu Yang Jiaming Shi +1 位作者 Chuanxiang Wang Jiazhuo Li 《Expert Review of Chinese Medical》 2025年第2期7-9,共3页
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
关键词 five-organ view affective disorder traditional Chinese medicine diagnosis and treatment
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Walking for Mental Health:Effects of Mobile-Based Walking on Stress and Affectivity in College Students
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作者 Ye Hoon Lee Juhee Hwang 《International Journal of Mental Health Promotion》 2025年第2期179-191,共13页
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
关键词 Mental health low-intensity exercise mental health outcomes mobile intervention positive and negative affect
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Preliminary study on the efficacy of intermittent theta burst stimulation (iTBS) in adolescents with affective disorders, with and without antidepressants
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作者 Peiying Li Yuwei Xia +9 位作者 Xinyao Liu Shiqi Yuan Chengfeng Chen Kun Xie Wuyou Bao Shiying Wang Ru Hao Cuixia An Ling Sun Bin Zhang 《General Psychiatry》 2025年第3期220-225,共6页
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
关键词 major depressive disorder mdd adolescents bipolar disorder nationwide survey affective disorders intermittent theta burst stimulation antidepressants
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Affective Factors in English Teaching 被引量:1
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作者 吴珊 《Sino-US English Teaching》 2006年第8期24-27,共4页
Affective factors and cognitive factors are two important parts of English learning, However, English teaching in recent years have taken into special consideration the necessity of knowledge and intelligence and comp... Affective factors and cognitive factors are two important parts of English learning, However, English teaching in recent years have taken into special consideration the necessity of knowledge and intelligence and comparatively ignored the development of affection. It may greatly reduce students' English learning capacity and limit the whole development of students. This paper will discuss the definition and the importance of affection and some main affective factors, and illustrate some implications of how to implement practical affective activities. 展开更多
关键词 English teaching and learning affectION affective factor
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The Impact of Positive Affect on Language Learning Efficiency
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作者 卢攀 《海外英语》 2013年第8X期113-116,共4页
To generate a further understanding of the impact of positive affective variables on foreign language learning efficiency, a theoretical analysis was conducted, from second language acquisition and cognitive psycholog... To generate a further understanding of the impact of positive affective variables on foreign language learning efficiency, a theoretical analysis was conducted, from second language acquisition and cognitive psychology perspectives. Second language acquisition process is inevitably influenced by individual affective variables residing within the learner. To improve language learning efficiency, positive and facilitative affect should be enhanced in language learning. 展开更多
关键词 POSITIVE affect FOREIGN LANGUAGE learning affectiv
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Available Contents of Trace Nutrient Element and Factors Affecting Their Availability in Western Jilin 被引量:5
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作者 施宪 王冬艳 +2 位作者 李月芬 靳克 郭珍 《Agricultural Science & Technology》 CAS 2010年第5期73-76,共4页
Based on the assay of the total content and available content of the trace nutrient elements and the soil pH and organic matter of the soil samples,the characteristic of the available content of the trace nutrient ele... Based on the assay of the total content and available content of the trace nutrient elements and the soil pH and organic matter of the soil samples,the characteristic of the available content of the trace nutrient elements and their affecting factors are studied. The results show that the available B in western Jilin is in a middle level,the content in Nong'an is higher than that in the others; the available Mn is extremely abundant; the available Cu in Nong'an is obviously higher than other areas,and the content in Da'an differs greatly; the available Zn is in a middle level; the severe shortage of available Mo differs between different areas; and the available Fe is extremely abundant. The available Mn,Cu and Fe have significantly positive correlation with their total content; the available B has significantly positive correlation with pH,and Zn has obviously negative correlation with pH; the available Mn and Fe had significantly positive correlation with soil organic matter. 展开更多
关键词 Trace nutrient element Available content The affecting factors Western Jilin
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Comparative observation of scapulohumeral periarthritis treated with kinetic acupuncture on the distal points of the affected meridians 被引量:1
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作者 孙远征 刘铁镌 毛翔 《World Journal of Acupuncture-Moxibustion》 2010年第3期19-22,26,共5页
Objective To compare the clinical therapeutic effects on scapulohumeral periarthritis between kinetic acupuncture on the distal points of the affected meridians and shoulder three-needle therapy.Methods Fifty cases of... Objective To compare the clinical therapeutic effects on scapulohumeral periarthritis between kinetic acupuncture on the distal points of the affected meridians and shoulder three-needle therapy.Methods Fifty cases of scapulohumeral periarthritis were randomly divided into an observation group and a control group,25 cases for each.The cases in observation group were treated with kinetic acupuncture on the distal points of the affected meridians.For example,the case of Hand-Taiyin type was treated with Yújì (鱼际 LU 10) and the case of Hand-Yangming type was treated with Hégǔ (合谷 LI 4),etc.The cases in control group were treated with shoulder three-needle therapy,in which,Jiānqián (肩前 Extral),Jiānyú (肩髃 LI 15) and Jiānliáo (肩髎 TE 14) were selected;7 days of treatment made one session,totally 2 sessions were required.Results In observation group,the curative rate based on ROM of shoulder joint was 72.0% (18/25),which was superior to that of 40.0% (10/25) in control group (P0.05).After treatment,the improvements of McGill SF-MPQ score,VAS and PPI in observation group were all superior to those in control group (all P0.05).Conclusion The kinetic acupuncture on the distal points of the affected meridians is advantageous at analgesia and motor improvements of shoulder joint in treatment of scapulohumeral periarthritis as compared with shoulder three-needle therapy. 展开更多
关键词 Scapulohumeral Periarthritis Kinetic Acupuncture on the Distal Points of the affected Meridians Shoulder Three-Needle Therapy Comparative Observation
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An Affective-Motivational Interface for a Pedagogical Agent 被引量:2
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作者 Martha Mora-Torres Ana Lilia Laureano-Cruces +2 位作者 Fernando Gamboa-Rodríguez Javier Ramírez-Rodríguez Lourdes Sánchez-Guerrero 《International Journal of Intelligence Science》 2014年第1期17-23,共7页
This research is framed within the affective computing, which explains the importance of emotions in human cognition (decision making, perception, interaction and human intelligence). Applying this approach to a pedag... This research is framed within the affective computing, which explains the importance of emotions in human cognition (decision making, perception, interaction and human intelligence). Applying this approach to a pedagogical agent is an essential part to enhance the effectiveness of the teaching-learning process of an intelligent learning system. This work focuses on the design of the inference engine that will give life to the interface, where the latter is represented by a pedagogical agent. The inference engine is based on an affective-motivational model. This model is implemented by using artificial intelligence technique called fuzzy cognitive maps. 展开更多
关键词 affective-Motivational Model INTELLIGENT Learning System PEDAGOGICAL AGENT affectIVE COMPUTING Simulation of Emotions
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Affect regulation in psychoanalytic treatments of patients with a borderline personality disorder–psychoanalysis and psychodynamic psychotherapy–a comparison 被引量:1
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作者 Dagmar Steinmair Guoruey Wong +2 位作者 Sophie Frantal Christine Rohm Henriette Löffler-Stastka 《World Journal of Psychiatry》 SCIE 2021年第12期1328-1345,共18页
BACKGROUND A recent meta-analysis has confirmed that the effects of psychotherapy on patients with borderline personality disorders(BPD)are still insufficiently understood.Evidence of differences between different typ... BACKGROUND A recent meta-analysis has confirmed that the effects of psychotherapy on patients with borderline personality disorders(BPD)are still insufficiently understood.Evidence of differences between different types of therapies has been questioned.AIM To study repetitive interaction patterns in patients with BPD undergoing either psychoanalysis or psychodynamic therapy.METHODS Psychoanalysis(PSA)or psychodynamic psychotherapy(PDT)was administered to 10 patients each,the two groups were matched.Therapy regimens were applied according to care as usual/manualized including quality control and supervision as usual.Randomization to one of the groups was done after baseline assessment.During classical PSA(n=10)and PDT(n=10),semiannually,recordings(audio or video)of five consecutive therapy sessions were taken over three years for an ex-post analysis.The patients'characteristics,such as affect parameters[Affect regulation and experience Q-sort(AREQ)],quality of object relations(quality of object relations scale)and personality traits[Shedler-Westen Assessment Procedure(SWAP-200)]were analyzed retrospectively by independent raters.Therapeutic action(psychotherapy process Q-sort)and affective(re)actions of the patients(AREQ)were then analyzed in relation to changes found in the patients'characteristics.RESULTS During the first year of therapy(PSA:n=10;PDT:n=9),the therapeutic method PSA was associated with significant improvements in the variable"SWAP Borderline",while in PDT change was not significantly different to baseline(PSA:P=0.04;PDT:P=0.33).Long-term results and follow up was available for seven participants in PSA and for five in PDT after three years;change in SWAP borderline for the whole sample was not significant at this time point when confronting to baseline(P=0.545).However,differences between PSA and PDT were significant when analyzing the“mean change”in the SWAP Borderline variable after one year of therapy(P=0.024):PSA led to slightly increased BPD symptoms,while PDT to a decrease;for the long run,variance of observed change was higher in PSA than in PDT(SDPSA±9.29 vs SDPDT±7.94).Our assumption that transference interpretations,closely followed by affective changes in the patient,could be useful modes of interaction was reproducible in our findings,especially when looking at the descriptive findings in the long-term data.The analysis of repetitive interaction structures demonstrated a very specific"time-lag"between therapeutic intervention and a corresponding increase in positive affect in successful therapy cases.CONCLUSION Exploring the change processes in the patients'characteristics and linking these changes to specific treatment strategies is of clinical importance when starting treatment and for its long-term progress. 展开更多
关键词 PSYCHOANALYSIS Psychodynamic psychotherapy Borderline personality disorder affect regulation affect regulation and experience Q-sort TRANSFERENCE
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On Factors Affecting Listening Comprehension 被引量:1
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作者 苗琴 《海外英语》 2014年第6X期52-53,56,共3页
In English teaching and learning,listening ability is an important part of communicative competence,is a very practical integrated skill.It has been a difficult skill in second language acquisition for many students.M... In English teaching and learning,listening ability is an important part of communicative competence,is a very practical integrated skill.It has been a difficult skill in second language acquisition for many students.Many Chinese students are skilled in reading,but often they tend to neglect the listening.However,owing to the higher requirements of many English tests and the great importance in communication,students begin to pay attention to develop their English listening skills.But there are many factors affecting listening,the paper mainly focuses on linguistic factors and non-linguistic factors that affect listening,to provide a theoretical basis to help exploring ways of improving listening and comprehension skills. 展开更多
关键词 ENGLISH LISTENING affectING FACTORS LINGUISTIC fac
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Adjustment to affective factors in English learning by using Internet English Curriculum Resource
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作者 马云霞 任重远 《Sino-US English Teaching》 2008年第1期25-27,共3页
The new curriculum standard points out that affection is one of the most important goals of fundamental education. The non-target language environment is easier to cause the affective change of middle school students ... The new curriculum standard points out that affection is one of the most important goals of fundamental education. The non-target language environment is easier to cause the affective change of middle school students who are changeable in their affective state. Based on the affective filter hypothesis, this paper deals with the adjustment to affective factors in English learning by using Internet English Curriculum Resource, such as attitude and motivation, anxiety and inhibition, self-esteem and self-confidence. At last, some suggestions are offered to judge Internet English Curriculum Resource. 展开更多
关键词 middle school students affective factors English learning English Curriculum Resource
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Residual Stresses and Micro-Hardness Testing in Evaluating the Heat Affected Zone’s Width of Ferritic Ductile Iron Arc Welds 被引量:1
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作者 Georgios K. Triantafyllidis Dimitrios I. Zagliveris +5 位作者 Dionysios L. Kolioulis Christos S. Tsiompanis Titos N. Pasparakis Athanasios P. Gredis Melina L. Sfantou Ioannis E. Giouvanakis 《Materials Sciences and Applications》 2016年第1期73-82,共10页
Shielded Metal Arc Welding (SMAW) in Ductile Irons (DI) is often required by foundries for practical manufacturing reasons. The mechanical properties of the welded structures are strongly dependent on their HAZ’s wid... Shielded Metal Arc Welding (SMAW) in Ductile Irons (DI) is often required by foundries for practical manufacturing reasons. The mechanical properties of the welded structures are strongly dependent on their HAZ’s width. A model based on the behaviour of the ferritic matrix of high-Si DIs in order to make an approach in measuring their HAZ’s width is developed in this study. A series of thermal treatments on 3.35 and 3.75 wt% Si as-cast DIs and spot SMAWs is applied on these materials. The applied SMAWs are done on non-preheated and preheated samples (150℃ - 300℃). For welding we modify the amperage (100 - 140A). The micro-hardness Vickers changes in the ferrite of the as-cast samples and inside the HAZ of the welded ones can be attributed to the existence of residual stresses (RS) in the ferritic matrix and assist in estimating the HAZ’s width. 展开更多
关键词 WELDS Heat affected Zone Residual Stresses Micro-Hardness Vickers Heat affected Zone’s Width
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Affective Factors in Vocational College Students'English Learning
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作者 王琼 《英语广场(学术研究)》 2011年第Z5期105-106,共2页
This paper focuses on the vocational college students' experiences in English learning, classroom activities, attitudes to their English learning and achievements. It aims to find out how to make use of their posi... This paper focuses on the vocational college students' experiences in English learning, classroom activities, attitudes to their English learning and achievements. It aims to find out how to make use of their positive personal factors to improve their English achievement so that both vocational college teachers and students may gain some enlightenment from the study. 展开更多
关键词 affectIVE FACTORS ENGLISH ACHIEVEMENTS VOCATIONAL education
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On Affective Strategies use in College Students' Autonomous English Learning
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作者 黄万武 王珊珊 《海外英语》 2011年第9X期18-18,35,共2页
Autonomous study emphasizes the learner's initiative,enthusiasm and creativity.In all fields of education,there is growing emphasis on "learner-centered" teaching methods and the ability of learner auton... Autonomous study emphasizes the learner's initiative,enthusiasm and creativity.In all fields of education,there is growing emphasis on "learner-centered" teaching methods and the ability of learner autonomy.Many experts and scholars have found that learning strategies plays an important role in English language learning,but the importance of affective strategy use in English learning is often ignored by people.Therefore,this paper focuses on the frequencies of affective strategies use in English learning and their relationships so as to enable college students to use positive affective strategies effectively to improve their autonomous learning ability. 展开更多
关键词 affectIVE strategies AUTONOMOUS ENGLISH learning MOTIVATION
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Personalized Emotion Space for Video Affective Content Representation
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作者 SUN Kai,YU Junqing,HUANG Yue,HU Xiaoqiang,LIU Qing College of Computer Science and Technology,Huazhong University of Science and Technology,Wuhan 430074,Hubei,China 《Wuhan University Journal of Natural Sciences》 CAS 2009年第5期393-398,共6页
A personalized emotion space is proposed to bridge the "affective gap" in video affective content understanding. In order to unify the discrete and dimensional emotion model, fuzzy C-mean (FCM) clustering algorith... A personalized emotion space is proposed to bridge the "affective gap" in video affective content understanding. In order to unify the discrete and dimensional emotion model, fuzzy C-mean (FCM) clustering algorithm is adopted to divide the emotion space. Gaussian mixture model (GMM) is used to determine the membership functions of typical affective subspaces. At every step of modeling the space, the inputs rely completely on the affective experiences recorded by the audiences. The advantages of the improved V-A (Velance-Arousal) emotion model are the per- sonalization, the ability to define typical affective state areas in the V-A emotion space, and the convenience to explicitly express the intensity of each affective state. The experimental results validate the model and show it can be used as a personalized emotion space for video affective content representation. 展开更多
关键词 video affective computing personalized emotion space video affective content representation fuzzy C-means clustering (FCM) Gaussian mixture model (GMM)
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Multimodal spontaneous affect recognition using neural networks learned with hints
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作者 张欣 吕坤 《Journal of Beijing Institute of Technology》 EI CAS 2014年第1期117-125,共9页
A multimodal fusion classifier is presented based on neural networks (NNs) learned with hints for automatic spontaneous affect recognition. In case that different channels can provide com- plementary information, fe... A multimodal fusion classifier is presented based on neural networks (NNs) learned with hints for automatic spontaneous affect recognition. In case that different channels can provide com- plementary information, features are utilized from four behavioral cues: frontal-view facial expres- sion, profile-view facial expression, shoulder movement, and vocalization (audio). NNs are used in both single cue processing and multimodal fusion. Coarse categories and quadrants in the activation- evaluation dimensional space are utilized respectively as the heuristic information (hints) of NNs during training, aiming at recognition of basic emotions. With the aid of hints, the weights in NNs could learn optimal feature groupings and the subtlety and complexity of spontaneous affective states could be better modeled. The proposed method requires low computation effort and reaches high recognition accuracy, even if the training data is insufficient. Experiment results on the Semaine nat- uralistic dataset demonstrate that our method is effective and promising. 展开更多
关键词 affect recognition multimodal fusion neural network learned with hints spontaneousaffect
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Affective Factors——Key Factors Influencing College Learners'Classroom
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作者 杨桦 张春 《海外英语》 2012年第14期49-51,共3页
Foreign language teaching has shifted from teacher-centered teaching method to student-centered in recent years.Affective factors should be paid enough attention in teacher-learner interaction in.This paper aims to ma... Foreign language teaching has shifted from teacher-centered teaching method to student-centered in recent years.Affective factors should be paid enough attention in teacher-learner interaction in.This paper aims to make an exploration into the effects of affective factors in college learners'classroom. 展开更多
关键词 affectIVE factors FOREIGN LANGUAGE teaching teache
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Study of the affective interaction in college English teaching
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作者 SHENG Xue-mei 《Sino-US English Teaching》 2007年第9期22-28,共7页
Affect plays a significant role in college English teaching and learning, in which teachers, learners, tasks and contexts or environments interact with each other, developing a system of affective interaction. In the ... Affect plays a significant role in college English teaching and learning, in which teachers, learners, tasks and contexts or environments interact with each other, developing a system of affective interaction. In the system, the teacher is a facilitator and mediator and the learner is the subject of English learning. In a harmonious and friendly classroom environment, with the knowledge transmission blending in well with the cultivation of affect, attitudes and values, students' cognitive and emotional development can be promoted. The experimental results of the present study indicated that students in the affective college English classroom did significantly better (p〈 .05) in cognition than before. Furthermore, the analyses of the two surveys showed that attention to affective interaction in college English teaching helped students enhance their interest in college English learning, cross-cultural awareness, self-confidence, interpersonal intelligence, and so forth. Therefore, our conclusion is that attention to affective interaction in college English classroom teaching is conducive to students' personal growth and a more holistic development. 展开更多
关键词 affect affective interaction college English teaching emotional development cognitive development holistic development
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