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New Issue to Modeling Intentionality in the Field of Consciousness
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作者 Pierre R. Blanquet 《Journal of Behavioral and Brain Science》 2015年第9期348-367,共20页
Brentano in 1870s was the first to introduce intentionality to mean “conscious of”. At the end of the 1960s, a version of this view was developed by analytic American philosophy to construct a theory of meaningful l... Brentano in 1870s was the first to introduce intentionality to mean “conscious of”. At the end of the 1960s, a version of this view was developed by analytic American philosophy to construct a theory of meaningful language. That led Dennett to claim that intentionality was mainly a feature of sentence, not mental states. In contrast, Searle in 1990s rejected the Brentanian thesis and explained intentionality by a biological naturalism. Thereafter, radical eliminativists such as Churchland claimed that all philosophical arguments merited replacement by neuroscientific knowledge. Unfortunately, very few neurophysiological studies attempted to scientifically tackle the problem raised by intentionality. The issue now emerging is a new conception of intentionality based on phenomenological, neurobiological and quantum theories, such as: 1) the notion of “intentional arc” proposed in the philosophy of Merleau-Ponty;2) the neurobiological and quantum model of Freeman, in which self-organizing pathways are accompanied by quantum transitions in controlling intentionality in brain;3) the recent hypothesis that some visuo-motor neurons would be involved in controlling these self-organized pathways;4) the quantum models of Vitiello and Globus, in which a thermofield (dissipative) system governs the dynamic dialog of dual quantum modes between environment and brain. Based on this conception of mind-world interactions, it implicitly appears that intentionality might be a fundamental force which draws us irreversibly towards the future. An alternative hypothesis based on this promising proposal is argued. 展开更多
关键词 intentionality Models CONSCIOUSNESS Quantum Theories CORTICAL SELF-ORGANIZED Systems Visuo-Motor NEURONS
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Neo-Empiricism and Intentionality
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作者 Steven Gamboa 《Journal of Philosophy Study》 2012年第2期81-91,共11页
A revival of empiricist theories in cognitive psychology, neuropsychology, and philosophy has been led by figures such as Antonio Damasio (1994), Lawrence Barsalou (1999), George Lakoff (1987), and Jesse Prinz ... A revival of empiricist theories in cognitive psychology, neuropsychology, and philosophy has been led by figures such as Antonio Damasio (1994), Lawrence Barsalou (1999), George Lakoff (1987), and Jesse Prinz (2002; 2004). Their work has served to connect familiar empiricist approaches to thought and reason with contemporary cognitive psychology and neuroscience. The work of Prinz is of special philosophical significance since it aims to bring together the work of neo-empirically minded theorists in the cognitive and neuro-sciences with main themes found in contemporary philosophical theories of intentionality and reference. In this paper, I examine Prinz's efforts to synthesize a neo-empiricist theory of concepts with contemporary semantic theories of reference and intentionality. In part one, I analyze Prinz's approach in some depth. In part two, I raise a question concerning the origins of intentionality. Specifically, I am interested in examining the minimum cognitive prerequisites for intentionality within Prinz's theory of perception-based representation. In part three, I raise a problem case for Prinz's account of the requirements for intentionality, and propose an adjustment in Prinz's account to meet the challenge of the objection. 展开更多
关键词 neo-empiricism concepts intentionality OBJECTIVITY Jesse Prinz Tyler Burge
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The Phenomenological Roots of Technological Intentionality:A Postphenomenological Perspective 被引量:1
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作者 Dmytro Mykhailov 《Frontiers of Philosophy in China》 2020年第4期612-635,共24页
Interest concerning the problem of technological activity has grown in philosophical discussions during recent decades.The crux of the matter is whether technological objects are mere means for achieving human goals o... Interest concerning the problem of technological activity has grown in philosophical discussions during recent decades.The crux of the matter is whether technological objects are mere means for achieving human goals or possess some sort of inherent active quality of their own that influences our behavior,perception,goals,and ethical beliefs.In this article,I aim to show that technology exhibits a specific quality of engagement that can be more clearly understood through the notion of technological intentionality.The term“technological intentionality”was first coined by the postphenomenological school of thought.However,it continues to beg for a more comprehensive and profound elucidation.In my investigation,I introduce the notion of technological intentionality from two major perspectives.The first perspective is deeply intertwined with Husserl’s notion of intentionality.Intentionality,in this context,represents an act through which a connection(or unity)between humans and the world can be reached.In my examination of the second perspective,I unpack the notion of technological intentionality and offer a conceptual description of its structure.Here I argue that technological intentionality is a specific sort of active relationship that appears between human consciousness and the world each time a technological object is in use.Technological objects here are not just passive instruments,but they also actively connect us with the environment in which we live. 展开更多
关键词 PHENOMENOLOGY philosophy of technology intentionality MEANING POSTPHENOMENOLOGY technological intentionality
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Husserl on Intentionality as an Essential Property of Consciousness
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作者 LI Zhongwei 《Frontiers of Philosophy in China》 2014年第1期87-108,共22页
In the phenomenological tradition intentionality is considered to be an essential property of consciousness. Philosophers from this tradition (Brentano, Husserl, Sartre, etc.) generally share the following two commi... In the phenomenological tradition intentionality is considered to be an essential property of consciousness. Philosophers from this tradition (Brentano, Husserl, Sartre, etc.) generally share the following two commitments: (i) intentionality is an essential property of consciousness; and (ii) all intentional states are directed at, and are intentionally related to, objects. This view of consciousness has two pressing problems. Firstly, philosophers such as John Searle and David Rosenthal have suggested raw feelings and some forms of seemingly undirected and thus non-intentional feelings as counterexamples to the essential intentionality of conscious states. Secondly, some analytical philosophers and Husserlian scholars inspired by Frege, such as Smith and Follesdal, deny that every intentional state is related to a correlative object. This paper presents a Husserlian view concerning the essential intentionality of consciousness. It will be shown that both problems can be successfully dealt with from an essentially Husserlian and phenomenological perspective. 展开更多
关键词 HUSSERL CONSCIOUSNESS intentionality
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Retaining nurses in Sub-Saharan Africa:A systematic review and meta-analysis
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作者 Evans Kasmai Kiptulon Mohammed Elmadani +3 位作者 Mokaya Peter Onchuru Anna Szőllősi Miklós Zrínyi Adrienn Ujváriné Siket 《International Journal of Nursing Sciences》 2025年第3期301-309,I0007,共10页
Objectives This study aimed to determine the current prevalence of nurse retention in Sub-Saharan Africa(SSA),evaluate the strategies and interventions in SSA countries used to retain their nurses,and identify the key... Objectives This study aimed to determine the current prevalence of nurse retention in Sub-Saharan Africa(SSA),evaluate the strategies and interventions in SSA countries used to retain their nurses,and identify the key challenges impeding nurse retention.Methods A systematic review and meta-analysis were conducted.An electronic search was performed in August 2024 across multiple databases,including PubMed,Ovid Medline,Embase,CINAHL,Scopus,and grey literature sources.The studies were screened using Covidence,and quality assessments were conducted using the Mixed Methods Appraisal Tool.Results A total of 31 articles were included in the review.Meta-analysis revealed that the pooled nurses’retention rate in SSA was 53%(95%CI:38%–67%;I2=97%),while the pooled intention to stay(ITS)rate at work was 57%(95%CI:43%–71%;I2=99%).Subgroup analysis by region showed that the ITS rate was highest in East Africa(65%),followed by West Africa(63%),and lowest in Southern Africa(35%).Effective retention strategies included financial and non-financial incentives,increased production and training of nurses,steering students to shortage specialties,adequate rural housing,facility level improvements,availability of career and professional progression opportunities,nurses’recognition and involvement,employment terms,transparency and predictable management of human resources,supportive work environments,leadership,religious factors,and stakeholders’collaborations.Key challenges to nurses’retention include inadequate healthcare funding,governance issues,poor remuneration and working conditions,political interference,high unemployment rates,ineffective mobility management,unregulated international migration,and active recruitment by wealthier nations.Conclusions Nurse retention in SSA remains critically low.Interventions should be formulated for the above-mentioned effective improvement strategies to address these systemic challenges in order to retain nurses in SSA. 展开更多
关键词 Intention to stay META-ANALYSIS NURSE RETENTION Sub-Saharan Africa Systematic review
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Promoting Green Choices:Vietnamese Students’Intentions to Use Electric Taxi Services and Sustainability Factors
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作者 Dan Thi Thanh Nguyen Ngoc Thi Kim Pham 《Journal of Environmental & Earth Sciences》 2025年第6期157-170,共14页
Sustainable development has become a critical global priority,and green transportation solutions,such as electric taxis,play a vital role in achieving this goal.This study examines the factors influencing students’in... Sustainable development has become a critical global priority,and green transportation solutions,such as electric taxis,play a vital role in achieving this goal.This study examines the factors influencing students’intentions to adopt electric taxi services in Hanoi,Vietnam,as a step toward sustainable urban mobility.We surveyed 573 students and ana-lyzed key determinants using reliability tests,exploratory factor analysis(EFA),and linear regression.The results indi-cate that four factors significantly influence adoption intentions:Perceived Usefulness and Sustainability,Price,Brand Awareness,and Service Quality.Among these,Perceived Usefulness and Sustainability had the strongest positive im-pact,while Service Quality exerted the weakest influence.Notably,Habit and Ease of Use&Transaction Convenience were found to be statistically insignificant in the final model.These findings provide practical implications for business-es and policymakers aiming to use electric taxi adoption.To enhance appeal,stakeholders should emphasize environ-mental benefits,competitive pricing,and brand recognition while improving service reliability.By addressing these fac-tors,electric taxi services can accelerate the transition to sustainable transportation,aligning with global climate goals and transforming urban mobility.This study offers actionable insights for encouraging greener travel behaviors among students,a key demographic for long-term sustainability impact. 展开更多
关键词 Intention to Use Electric Taxi STUDENT HANOI VIETNAM
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Deep Learning-Based Recognition of Locomotion Mode,Phase,and Phase Progression Using Inertial Measurement Units
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作者 Yekwang Kim Jaewook Kim +4 位作者 Juhui Moon Seonghyun Kang Youngbo Shim Mun-Taek Choi Seung-Jong Kim 《Journal of Bionic Engineering》 2025年第4期1804-1818,共15页
Recently,wearable gait-assist robots have been evolving towards using soft materials designed for the elderly rather than individuals with disabilities,which emphasize modularization,simplification,and weight reductio... Recently,wearable gait-assist robots have been evolving towards using soft materials designed for the elderly rather than individuals with disabilities,which emphasize modularization,simplification,and weight reduction.Thus,synchronizing the robotic assistive force with that of the user’s leg movements is crucial for usability,which requires accurate recognition of the user’s gait intent.In this study,we propose a deep learning model capable of identifying not only gait mode and gait phase but also phase progression.Utilizing data from five inertial measurement units placed on the body,the proposed two-stage architecture incorporates a bidirectional long short-term memory-based model for robust classification of locomotion modes and phases.Subsequently,phase progression is estimated through 1D convolutional neural network-based regressors,each dedicated to a specific phase.The model was evaluated on a diverse dataset encompassing level walking,stair ascent and descent,and sit-to-stand activities from 10 healthy participants.The results demonstrate its ability to accurately classify locomotion phases and estimate phase progression.Accurate phase progression estimation is essential due to the age-related variability in gait phase durations,particularly evident in older adults,the primary demographic for gait-assist robots.These findings underscore the potential to enhance the assistance,comfort,and safety provided by gait-assist robots. 展开更多
关键词 Locomotion intention prediction Human-robot Interaction Gait-assist Robot BIOMECHANICS Deep-learning
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Deterministic Modeling for Evaluating Consumers’ Purchasing Intentions Towards Cosmetic Brands in Bangladesh: Evidence from SEM Approach
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作者 Meher Neger Abu Obida Rahid Fahima Akter 《Chinese Business Review》 2025年第1期29-48,共20页
Background of the study:The Bangladeshi cosmetics market has witnessed significant growth in recent years,driven by changing consumer lifestyles,increased disposable incomes,and rising awareness of personal grooming.T... Background of the study:The Bangladeshi cosmetics market has witnessed significant growth in recent years,driven by changing consumer lifestyles,increased disposable incomes,and rising awareness of personal grooming.The study investigates the impact of content cues which influence on purchasing intention towards cosmetic brands in Bangladesh.Purpose:The basic purpose of this study was to evaluate the factors influencing consumers’purchasing intentions for cosmetic brands in Bangladesh.Specifically,the study explored the roles of various cosmetic-related attributes and their impact on purchasing intentions within the context of Bangladesh’s cosmetic industry.Research methods:A quantitative research approach was adopted,and data were collected through a structured survey targeting Bangladeshi consumers who frequently engage with cosmetic products.All the valid responses were analyzed using SmartPLS 4.0 to perform structural equation modeling.Research findings:The findings revealed that trust in cosmetic brands and competitive pricing significantly influence consumers’purchasing intentions,highlighting the importance of fostering trust and affordability.However,certain constructs,such as ethnocentric tendencies and concerns about ingredient safety,showed limited impact on consumers’decisions.Conclusion:This study contributes to the existing literature by offering empirical insights into the Bangladeshi context,particularly within the rapidly growing cosmetics market.The findings provide actionable recommendations for cosmetic brands aiming to strengthen their market position through trust-building initiatives,competitive pricing strategies,and educational campaigns to enhance consumer awareness.These insights are particularly relevant for marketing practitioners seeking to understand and respond to the unique dynamics of the Bangladeshi cosmetics industry. 展开更多
关键词 brand credibility consumer ethnocentrism ingredient safety price cosmetic brands purchasing intention
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Workplace bullying and its association with secondary traumatic stress and turnover intention among emergency and critical care nurses
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作者 Sandi Mashsha Ahmad Rayan +3 位作者 Manal Hassan Baqeas Suhair Hussni Al-Ghabeesh Yasmeen Abu Sumaqa Nour Ali Assaf Alrida 《Frontiers of Nursing》 2025年第1期79-90,共12页
Objective:This study aims to identify the prevalence of bullying in the workplace and to examine its association with turnover(TO)intention and secondary traumatic stress(STS)among Jordanian nurses employed in Emergen... Objective:This study aims to identify the prevalence of bullying in the workplace and to examine its association with turnover(TO)intention and secondary traumatic stress(STS)among Jordanian nurses employed in Emergency Departments(EDs)and critical care units(CCUs).Nurses employed in the EDs and CCUs are exposed to high levels of bullying behaviors that may contribute to STS,leading to high rates of TO.Methods:A descriptive cross-sectional design was used.A sample of 150 Jordanian nurses working in CCUs and EDs completed the study.Data collection was performed using the Demographical Questionnaire,the Negative Acts Questionnaire-Revised(NAQ-R),ProQOL scale,and TO scale.The IBM SPSS software was used to analyze data.Results:About 10.7%and 89.3%were categorized as“occasionally bullied”and“victims of workplace bullying”subsequently.Workplace bullying was positively associated with TO intention(r=0.46,P<0.001)and STS(r=0.36,P<0.001).TO was positively associated with STS(r=0.36,P<0.001).Bullying was a unique significant predictor of TO intention(t=4.59,B=0.34,P<0.001)and STS(t=4.15,B=0.34,P<0.001).Conclusions:Bullying behavior has negative adversarial effects on TO and the experience of STS.The prevalence of bullying behavior in the EDs and CCUs remains high despite the increasing awareness of its negative impacts.Healthcare organizations should put systems in place to ensure that zero-tolerance policy are monitored in terms of the effectiveness of its implementation. 展开更多
关键词 critical care units emergency department STS turnover intention workplace bullying
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Factors of intention to learning transfer in apprenticeships:Results and implications of a chain mediation model
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作者 Xin-Xin Chen Young-Sup Hyun Wen-Hao Chen 《Journal of Psychology in Africa》 2025年第3期393-401,共9页
This study utilized a sequential mediating model to examine the role of motivation to learn and transfer selfefficacy in the relationships between perceived content validity,mentoring function,continuous learning work... This study utilized a sequential mediating model to examine the role of motivation to learn and transfer selfefficacy in the relationships between perceived content validity,mentoring function,continuous learning work culture and intention to transfer learning.The sample comprized 429 final-year apprentices in Guangdong province,China(females=69.9%,Engineering&Medicine=69%,mean age=20.99,SD=1.60).The apprentices completed standardized measures of motivation to learn,transfer self-efficacy perceived content validity,mentoring function,and continuous learning work culture.Structural equation modeling was used to analyze the data.Results showed perceived content validity,mentoring function,continuous learning culture to predict intention to transfer learning.Of these factors,perceived content validity was the strongest predictor of intention to transfer learning.Of these factors,perceived content validity was the most influential predictor of intention to transfer learning.The motivation to learn and transfer self-efficacy sequentially mediated the relationship between mentoring function and intention to learning transfer to be stronger than by either alone.Although perceived content validity and continuous learning culture exhibited no significant direct effects on intention to transfer learning,they demonstrated positive indirect associations with intention to transfer via motivation to learn and transfer self-efficacy.These study findings extend the applications of the learning transfer framework to individuals undergoing apprenticeship training which also would apply to other a long-term work-based learning programs. 展开更多
关键词 intention to learning transfer APPRENTICESHIP transfer self-efficacy motivation to learn mentoring function
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A multi target intention recognition model of drones based on transfer learning
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作者 WAN Shichang LI Hao +2 位作者 HU Yahui WANG Xuhua CUI Siyuan 《Journal of Systems Engineering and Electronics》 2025年第5期1247-1258,共12页
To address the issue of neglecting scenarios involving joint operations and collaborative drone swarm operations in air combat target intent recognition.This paper proposes a transfer learning-based intention predicti... To address the issue of neglecting scenarios involving joint operations and collaborative drone swarm operations in air combat target intent recognition.This paper proposes a transfer learning-based intention prediction model for drone formation targets in air combat.This model recognizes the intentions of multiple aerial targets by extracting spatial features among the targets at each moment.Simulation results demonstrate that,compared to classical intention recognition models,the proposed model in this paper achieves higher accuracy in identifying the intentions of drone swarm targets in air combat scenarios. 展开更多
关键词 DRONE intention recognition deep learning
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Effort minimization:A permanent,dynamic,and surmountable influence on physical activity
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作者 Silvio Maltagliati Layan Fessler +7 位作者 Qian Yu Zhihao Zhang Yanxia Chen Olivier Dupuy Ryan SFalck Neville Owen Liye Zou Boris Cheval 《Journal of Sport and Health Science》 2025年第4期43-47,共5页
Today, most people know that physical activity(PA) is beneficial for their health ^(1,2)and aspire to engage in regular PA.^(3,4)However, despite their awareness of the importance of PA, it is evident that the transit... Today, most people know that physical activity(PA) is beneficial for their health ^(1,2)and aspire to engage in regular PA.^(3,4)However, despite their awareness of the importance of PA, it is evident that the transition from intention to action is challenging-a situation that has important public health implications. According to the World Health Organization,^(5)1 person dies every 6 s worldwide from causes related to physical inactivity, which underscores the urgency of addressing this situation. 展开更多
关键词 World Health Organization physical activity pa effort minimization intention action public health physical inactivity physical activity
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Target intention prediction of air combat based on Mog-GRU-D network under incomplete information
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作者 CHEN Jun SUN Xiang +1 位作者 XUE Zhe ZHANG Xinyu 《Journal of Systems Engineering and Electronics》 2025年第4期972-984,共13页
High complexity and uncertainty of air combat pose significant challenges to target intention prediction.Current interpolation methods for data pre-processing and wrangling have limitations in capturing interrelations... High complexity and uncertainty of air combat pose significant challenges to target intention prediction.Current interpolation methods for data pre-processing and wrangling have limitations in capturing interrelationships among intricate variable patterns.Accordingly,this study proposes a Mogrifier gate recurrent unit-D(Mog-GRU-D)model to address the com-bat target intention prediction issue under the incomplete infor-mation condition.The proposed model directly processes miss-ing data while reducing the independence between inputs and output states.A total of 1200 samples from twelve continuous moments are captured through the combat simulation system,each of which consists of seven dimensional features.To bench-mark the experiment,a missing valued dataset has been gener-ated by randomly removing 20%of the original data.Extensive experiments demonstrate that the proposed model obtains the state-of-the-art performance with an accuracy of 73.25%when dealing with incomplete information.This study provides possi-ble interpretations for the principle of target interactive mecha-nism,highlighting the model’s effectiveness in potential air war-fare implementation. 展开更多
关键词 intention prediction incomplete information gate recurrent unit(GRU) Mogrifier interaction mechanism.
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Durational Exposure to Particulate Matter and Changes in Fertility Intentions:A Study of Adults in China
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作者 Jia-yu Wang Xin Yun +6 位作者 Rui Qu Wei-qian Zhang Jia Liang Yu Guan Dong-dong Tang Yu Chen Tai-lang Yin 《Current Medical Science》 2025年第2期363-372,共10页
Objective The effects of prolonged exposure to persistently elevated atmospheric pollutants,commonly termed air pollution waves,on fertility intentions remain inadequately understood.This study aims to investigate the... Objective The effects of prolonged exposure to persistently elevated atmospheric pollutants,commonly termed air pollution waves,on fertility intentions remain inadequately understood.This study aims to investigate the association between particulate matter(PM)exposure and fertility intentions.Methods In this nationwide cross-sectional study,we analyzed data from 10,747 participants(5496 females and 5251 males).PM waves were defined as periods lasting 3‒6 consecutive days during which the daily average concentrations exceeded China’s Ambient Air Quality Standards Grade II thresholds(PM2.5>75μg/m3 and PM10>150μg/m3).We employed multivariate logistic regression models to assess the association between exposure to PM waves and fertility intentions.Results Significant inverse associations were detected between exposure to PM2.5 wave events(characterized by concentrations exceeding 75μg/m3 for durations of 4‒6 days,P<0.05)and PM10 wave events(defined as concentrations exceeding 150μg/m3 for 6 consecutive days,P<0.05)and fertility intentions among females.In contrast,neither the PM2.5 wave nor the PM10 wave events demonstrated statistically significant correlations with fertility intentions in males(P>0.05 for all comparisons).The potentially susceptible subgroup was identified as females aged 20–30 years.Conclusions Our results provide the first evidence that PM2.5 and PM10 waves are associated with a reduction in female fertility intentions,offering critical insights for the development of public health policies and strategies aimed at individual protection. 展开更多
关键词 Fine particulate matter wave Air pollution Fertility intention
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Research on the Behavioral Intention of Health and Wellness Tourism for Elderly People in Chongqing Based on ETPB Theory
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作者 Nan Yuan Sheng Zhong +1 位作者 Qi Wang Bin Tang 《Proceedings of Business and Economic Studies》 2025年第3期353-361,共9页
This study is based on the Extended Theory of Planned Behavior(ETPB)and focuses on the elderly population in the main urban area of Chongqing to explore their intentions and influencing factors regarding health and we... This study is based on the Extended Theory of Planned Behavior(ETPB)and focuses on the elderly population in the main urban area of Chongqing to explore their intentions and influencing factors regarding health and wellness tourism behavior.Data was collected through questionnaire surveys and field research,and SPSS 26.0 and Amos 29.0 software were used for reliability,validity analysis,and structural equation modeling testing.The study shows that behavioral attitude,perceived behavior control,and the context of health and wellness tourism have a significant positive impact on the elderly’s intentions regarding health and wellness tourism behavior,while the influence of subjective norms is not significant.In addition,subjective norms have a significant positive effect on behavioral attitudes and perceived behavioral control.Based on the research conclusions,suggestions are made to strengthen the behavioral intention of elderly tourists to participate in health and wellness tourism. 展开更多
关键词 Health and wellness tourism Theory of Planned Behavior ELDERLY Behavioral intention
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A Review of Content Marketing’s Influence on Consumers’ Purchase Intention in Live-streaming E-commerce
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作者 Yuan Wang 《Proceedings of Business and Economic Studies》 2025年第1期55-59,共5页
In the contemporary digital landscape,the proliferation of information has led to an increasing diversity of channels through which consumers obtain information,resulting in a gradual transformation of shopping habits... In the contemporary digital landscape,the proliferation of information has led to an increasing diversity of channels through which consumers obtain information,resulting in a gradual transformation of shopping habits.Consumers now frequently rely on external sources to make well-informed purchasing decisions,leading to the emergence of live shopping as a prominent avenue for gathering product information and completing transactions.E-commerce live streaming has experienced rapid growth,leveraging its ability to generate traffic and capture consumer attention.The integration of content and live streaming not only meets users’psychological needs but also facilitates seamless communication between buyers and sellers.From the perspective of content marketing typologies,this paper examines content marketing across three key dimensions:informational content,entertainment content,and emotional content.It further explores the impact of content marketing on consumers’purchase intentions within the context of e-commerce live streaming. 展开更多
关键词 Content marketing E-commerce live streaming Consumer purchase intention
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A Data-Enhanced Deep Learning Approach for Emergency Domain Question Intention Recognition in Urban Rail Transit
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作者 Yinuo Chen Xu Wu +1 位作者 Jiaxin Fan Guangyu Zhu 《Computers, Materials & Continua》 2025年第7期1597-1613,共17页
The consultation intention of emergency decision-makers in urban rail transit(URT)is input into the emergency knowledge base in the form of domain questions to obtain emergency decision support services.This approach ... The consultation intention of emergency decision-makers in urban rail transit(URT)is input into the emergency knowledge base in the form of domain questions to obtain emergency decision support services.This approach facilitates the rapid collection of complete knowledge and rules to form effective decisions.However,the current structured degree of the URT emergency knowledge base remains low,and the domain questions lack labeled datasets,resulting in a large deviation between the consultation outcomes and the intended objectives.To address this issue,this paper proposes a question intention recognition model for the URT emergency domain,leveraging knowledge graph(KG)and data enhancement technology.First,a structured storage of emergency cases and emergency plans is realized based on KG.Subsequently,a comprehensive question template is developed,and the labeled dataset of emergency domain questions in URT is generated through the KG.Lastly,data enhancement is applied by prompt learning and the NLP Chinese Data Augmentation(NLPCDA)tool,and the intention recognition model combining Generalized Auto-regression Pre-training for Language Understanding(XLNet)and Recurrent Convolutional Neural Network for Text Classification(TextRCNN)is constructed.Word embeddings are generated by XLNet,context information is further captured using Bidirectional Long Short-Term Memory Neural Network(BiLSTM),and salient features are extracted with Convolutional Neural Network(CNN).Experimental results demonstrate that the proposed model can enhance the clarity of classification and the identification of domain questions,thereby providing supportive knowledge for emergency decision-making in URT. 展开更多
关键词 Emergency knowledge base for urban rail transit emergency domain questions intention recognition knowledge graph data enhancement
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Student Satisfaction and Entrepreneurial Intention Based on Entrepreneurship Education in Higher Education Institutions
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作者 Yan ZHU Yi'nan LI +1 位作者 Yanfei LI Cuijuan SHENG 《Asian Agricultural Research》 2025年第5期46-50,54,共6页
A survey was conducted among 616 students from six private undergraduate universities in Hefei City,Anhui Province.Using Likert 5-point scale measurements and SPSS 27.0 for data analysis,the study revealed that studen... A survey was conducted among 616 students from six private undergraduate universities in Hefei City,Anhui Province.Using Likert 5-point scale measurements and SPSS 27.0 for data analysis,the study revealed that students with prior entrepreneurial experience demonstrated lower satisfaction with university entrepreneurship education,and their past entrepreneurial attempts showed a negative correlation with future entrepreneurial intentions.However,high-quality entrepreneurship education exhibited a positive mediating role in this relationship.This study reveals the intrinsic mechanisms through which personal experiences and entrepreneurship education influence college students'entrepreneurial intentions,providing theoretical references for higher education institutions to optimize entrepreneurship education programs and enhance students'entrepreneurial motivations.These findings will contribute to the national strategy of"promoting employment through entrepreneurship". 展开更多
关键词 Entrepreneurial experience of college students Innovation and entrepreneurship education Entrepreneurial intention
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Thai Millennials’ Engagement with Carbon Footprint Tracking: Extended TAM Approach
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作者 Ajaree Thanapongporn Kanis Saengchote Chupun Gowanit 《Journal of Environmental & Earth Sciences》 2025年第1期140-156,共17页
This study investigates the adoption of carbon footprint tracking apps(CFAs)among Thai millennials,a critical element in addressing climate change.CFAs have yet to gain significant traction among users despite offerin... This study investigates the adoption of carbon footprint tracking apps(CFAs)among Thai millennials,a critical element in addressing climate change.CFAs have yet to gain significant traction among users despite offering personalized missions.Employing an extended Technology Acceptance Model(TAM)framework,we examine factors influencing CFA adoption intentions based on a sample of 30 environmentally conscious Thai millennials.Our findings indicate that perceived ease of use and enjoyment are crucial drivers of CFA adoption.Trust significantly impacts perceived usefulness,while enjoyment influences perceived ease of use.The study underscores the importance of user experience(UX)and enjoyment in driving adoption,highlighting the need for intuitive interfaces and engaging features.This research provides comprehensive insights into CFA adoption in Thailand by integrating TAM with external trust and perceived enjoyment factors.These findings offer valuable guidance for app developers,policymakers,and marketers,emphasizing the critical role of user experience and fun in fostering widespread CFA adoption.We discuss implications for stakeholders and suggest directions for future research,including larger-scale studies and cross-cultural comparisons within Southeast Asia.This research contributes to SDG 13(Climate Action)and SDG 12(Responsible Consumption and Production). 展开更多
关键词 Carbon Footprint Tracking Apps(CFA) Technology Acceptance Model(TAM) MILLENNIALS Intention of Adoption Sustainable Development Goals(SDGs)
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Air target intention recognition and causal effect analysis combining uncertainty information reasoning and potential outcome framework 被引量:7
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作者 Yu ZHANG Fanghui HUANG +2 位作者 Xinyang DENG Mingda LI Wen JIANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第1期287-299,共13页
Recognizing target intent is crucial for making decisions on the battlefield.However,the imperfect and ambiguous character of battlefield situations challenges the validity and causation analysis of classical intent r... Recognizing target intent is crucial for making decisions on the battlefield.However,the imperfect and ambiguous character of battlefield situations challenges the validity and causation analysis of classical intent recognition techniques.Facing with the challenge,a target intention causal analysis paradigm is proposed by combining with an Intervention Retrieval(IR)model and a Hybrid Intention Recognition(HIR)model.The target data acquired by the sensors are modelled as Basic Probability Assignments(BPAs)based on evidence theory to create uncertain datasets.Then,the HIR model is utilized to recognize intent for a tested sample from uncertain datasets.Finally,the intervention operator under the evidence structure is utilized to perform attribute intervention on the tested sample.Data retrieval is performed in the sample database based on the IR model to generate the intention distribution of the pseudo-intervention samples to analyze the causal effects of individual sample attributes.The simulation results demonstrate that our framework successfully identifies the target intention under the evidence structure and goes further to analyze the causal impact of sample attributes on the target intention. 展开更多
关键词 Causal effect analysis Hybrid intention recognition Intervention retrieval Target intention Uncertainty reasoning
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