Monetary intelligence theory asserts that individuals apply their money attitude to frame critical concerns in the context and strategically select certain options to achieve financial goals and ultimate happiness. This study explores the dark side of monetary Intelligence and behavioral economics—dishonesty. Dishonesty, a risky prospect, involves cost–benefit analysis of self-interest. We frame good or bad barrels in the environmental context as a proxy of high or low probability of getting caught for dishonesty, respectively. We theorize: The magnitude and intensity of (...) the relationship between love of money and dishonest prospect may reveal how individuals frame dishonesty in the context of two levels of subjective norm—perceived corporate ethical values at the micro-level and Corruption Perceptions Index at the macro-level, collected from multiple sources. Based on 6382 managers in 31 geopolitical entities across six continents, our cross-level three-way interaction effect illustrates: As expected, managers in good barrels, mixed barrels, and bad barrels display low, medium, and high magnitude of dishonesty, respectively. With high CEV, the intensity is the same across cultures. With low CEV, the intensity of dishonesty is the highest in high CPI entities —the Enron Effect, but the lowest in low CPI entities. CPI has a strong impact on the magnitude of dishonesty, whereas CEV has a strong impact on the intensity of dishonesty. We demonstrate dishonesty in light of monetary values and two frames of social norm, revealing critical implications to the field of behavioral economics and business ethics. (shrink)

BackgroundEthical sensitivity is a prerequisite for ethical nursing practices. Efforts to improve nurses’ ethical sensitivity are required to correctly recognise ethical conflicts and for sound decision-making. Because an emerging infectious disease response involves complex ethical issues, it is important to understand the factors that influence public health nurses’ ethical sensitivity while caring for patients with COVID-19, an emerging infectious disease.ObjectivesThis study aims to identify the relationship between nursing professionalism, the organisation’s ethical climate, and the ethical sensitivity of nurses who care (...) for emerging infectious disease patients in Korean public health centres. Further, it sought to identify factors influencing ethical sensitivity and the mediating effect of the organisational ethical climate to inform guidelines and improve ethical sensitivity.Research designThis was a cross-sectional descriptive study.Participants and research contextData were collected from February 3 to 8 March 2021. Participants included 167 nurses caring for patients with COVID-19 in public health centres in South Korea.Ethical considerationThis study was approved by the Institutional Review Board of the Chung-Ang University and followed the principles of research ethics.ResultsThe factors influencing ethical sensitivity were working at a COVID-19 disease direct response department, nursing professionalism, and organisation’s ethical climate. The organisation’s ethical climate showed a partial mediating effect on the influence of nursing professionalism on ethical sensitivity.ConclusionOur findings show that nurses’ ethical sensitivity can be improved by refining the organisation’s ethical climate and nursing professionalism. (shrink)

Monetary Intelligence theory asserts that individuals apply their money attitude to frame critical concerns in the context and strategically select certain options to achieve financial goals and ultimate happiness. This study explores the bright side of Monetary Intelligence and behavioral economics, frames money attitude in the context of pay and life satisfaction, and controls money at the macro-level and micro-level. We theorize: Managers with low love of money motive but high stewardship behavior will have high subjective well-being: pay satisfaction and (...) quality of life. Data collected from 6586 managers in 32 cultures across six continents support our theory. Interestingly, GDP per capita is related to life satisfaction, but not to pay satisfaction. Individual income is related to both life and pay satisfaction. Neither GDP nor income is related to Happiness. Our theoretical model across three GDP groups offers new discoveries: In high GDP entities, “high income” not only reduces aspirations—“Rich, Motivator, and Power,” but also promotes stewardship behavior—“Budget, Give/Donate, and Contribute” and appreciation of “Achievement.” After controlling income, we demonstrate the bright side of Monetary Intelligence: Low love of money motive but high stewardship behavior define Monetary Intelligence. “Good apples enjoy good quality of life in good barrels.” This notion adds another explanation to managers’ low magnitude of dishonesty in entities with high Corruption Perceptions Index. In low GDP entities, high income is related to poor Budgeting skills and escalated Happiness. These managers experience equal satisfaction with pay and life. We add a new vocabulary to the conversation of monetary intelligence, income, GDP, happiness, subjective well-being, good and bad apples and barrels, corruption, and behavioral ethics. (shrink)

Background: The concept of digital twins has great potential for transforming the existing health care system by making it more personalized. As a convergence of health care, artificial intelligence, and information and communication technologies, personalized health care services that are developed under the concept of digital twins raise a myriad of ethical issues. Although some of the ethical issues are known to researchers working on digital health and personalized medicine, currently, there is no comprehensive review that maps the major ethical (...) risks of digital twins for personalized health care services. Objective: This study aims to fill the research gap by identifying the major ethical risks of digital twins for personalized health care services. We first propose a working definition for digital twins for personalized health care services to facilitate future discussions on the ethical issues related to these emerging digital health services. We then develop a process-oriented ethical map to identify the major ethical risks in each of the different data processing phases. Methods: We resorted to the literature on eHealth, personalized medicine, precision medicine, and information engineering to identify potential issues and developed a process-oriented ethical map to structure the inquiry in a more systematic way. The ethical map allows us to see how each of the major ethical concerns emerges during the process of transforming raw data into valuable information. Developers of a digital twin for personalized health care service may use this map to identify ethical risks during the development stage in a more systematic way and can proactively address them. Results: This paper provides a working definition of digital twins for personalized health care services by identifying 3 features that distinguish the new application from other eHealth services. On the basis of the working definition, this paper further layouts 10 major operational problems and the corresponding ethical risks. Conclusions: It is challenging to address all the major ethical risks that a digital twin for a personalized health care service might encounter proactively without a conceptual map at hand. The process-oriented ethical map we propose here can assist the developers of digital twins for personalized health care services in analyzing ethical risks in a more systematic manner. (shrink)

Through a wide-ranging international collection of papers, this volume provides theoretical and historical insights into the development and application of phenomenological sociology and ethnomethodology and offers detailed examples of research into social phenomena from these standpoints. All the articles in this volume join together to testify to the enormous efficacy and potential of both phenomenological sociology and ethnomethodology.

This paper investigates the layoff behavior, a typical people dimension of corporate social performance, of family firms from a place-based perspective. We theorize that a place-based culture within family firms ensures that all organizational members share a deep sense of connection with the place of operations which makes them inherently care about their impact on society. Using data on layoffs of 2000 largest US firms between 1994 and 2007, we find that family firms do indeed exhibit a lower tendency to (...) lay off employees in comparison to non-family firms; this relationship is particularly strong in ‘places’ with low population where the negative social externalities related to layoffs tend to be higher. Further post hoc analyses indicate that family firms have a strong place-based culture which can provide resource-based competitive advantages. (shrink)

Internalism restricts justifiers to what is "within" the subject. two main forms of internalism are (1) perspectival internalism (pi), which restricts justifiers to what the subject knows or justifiably believes, and (2) access internalism (ai), which restricts justifiers to what is directly accessible to the subject. the two forms are analyzed and interrelated, and the grounds for each are examined. it is concluded that although pi is both unacceptable and without adequate support, a modest form of ai might be defended.

Corruption involves greed, money, and risky decision-making. We explore the love of money, pay satisfaction, probability of risk, and dishonesty across cultures. Avaricious monetary aspiration breeds unethicality. Prospect theory frames decisions in the gains-losses domain and high-low probability. Pay dissatisfaction (in the losses domain) incites dishonesty in the name of justice at the individual level. The Corruption Perceptions Index, CPI, signals a high-low probability of getting caught for dishonesty at the country level. We theorize that decision-makers adopt avaricious love-of-money aspiration (...) as a lens and frame dishonesty in the gains-losses domain (pay satisfaction-dissatisfaction, Level 1) and high-low probability (CPI, Level 2) to maximize expected utility and ultimate serenity. We challenge the myth: Pay satisfaction mitigates dishonesty across nations consistently. Based on 6500 managers in 32 countries, our cross-level three-dimensional visualization offers the following discoveries. Under high aspiration conditions, pay dissatisfaction excites the highest- (third-highest) avaricious justice-seeking dishonesty in high (medium) CPI nations, supporting the certainty effect. However, pay satisfaction provokes the second-highest avaricious opportunity-seizing dishonesty in low CPI entities, sustaining the possibility effect—maximizing expected utility. Under low aspiration conditions, high pay satisfaction consistently leads to low dishonesty, demonstrating risk aversion—achieving ultimate serenity. We expand prospect theory from a micro and individual-level theory to a cross-level theory of monetary wisdom across 32 nations. We enhance the S-shaped Curve to three 3-D corruption surfaces across three levels of the global economic pyramid, providing novel insights into behavioral economics, business ethics, the environment, and responsibility. (shrink)

Robust technology infrastructure is needed to enable learning health care systems to improve quality, access, and cost. Such infrastructure relies on the trust and confidence of individuals to share their health data for healthcare and research. Few studies have addressed consumers’ views on electronic data sharing and fewer still have explored the dual purposes of healthcare and research together. The objective of the study is to explore factors that affect consumers’ willingness to share electronic health information for healthcare and research. (...) This study involved a random-digit dial telephone survey of 800 adult Californians conducted in English and Spanish. Logistic regression was performed using backward selection to test for significant associations of each explanatory variable with the outcome variable. The odds of consent for electronic data sharing for healthcare decreased as Likert scale ratings for EHR impact on privacy worsened, odds ratio = 0.74, 95% CI [0.60, 0.90]; security, OR = 0.80, 95% CI [0.66, 0.98]; and quality, OR = 0.59, 95% CI [0.46–0.75]. The odds of consent for sharing for research was greater for those who think EHR will improve research quality, OR = 11.26, 95% CI [4.13, 30.73]; those who value research benefit over privacy OR = 2.72, 95% CI [1.55, 4.78]; and those who value control over research benefit OR = 0.49, 95% CI [0.26, 0.94]. Consumers’ choices about electronically sharing health information are affected by their attitudes toward EHRs as well as beliefs about research benefit and individual control. Design of person-centered interventions utilizing electronically collected health information, and policies regarding data sharing should address these values of importance to people. Understanding of these perspectives is critical for leveraging health data to support learning health care systems. (shrink)

This Korean study replicated a previously published American study. The conceptual framework and method combined ethical enquiry and phenomenology. The research questions were: (1) What is nursing students’ experience of ethical problems involving nursing practice? and, (2) What is nursing students’ experience of using an ethical decision-making model? The participants were 97 senior baccalaureate nursing students, each of whom described one ethical problem and chose to use one of five ethical decision-making models. From 97 ethical problems, five content categories emerged, (...) the largest being health professionals (69%). The basic nature of the ethical problems was the students’ experience of conflict, resolution and rationale. Using an ethical decision-making model helped 94% of the students. A comparison of the Korean and American results yields important implications for nursing ethics education, practice and research. (shrink)

Can firms overcome credit constraints with a corporate culture of high integrity? We empirically address this question by studying their investment–cash flow sensitivities. We identify firms with a culture of integrity through textual analysis of public documents in a sample of Chinese listed firms and also through corporate culture statements. Our results show that firms with an integrity-focused culture have lower investment–cash flow sensitivity, even after we address endogeneity concerns. However, we also find that for the culture to reduce the (...) investment–cash flow sensitivity, external stakeholders must be able to verify this culture through a low information asymmetry environment. Overall, our findings show that a corporate culture of high integrity can mitigate a firm’s external transaction costs. (shrink)

This paper examines Alfred Schutz’s insights on types and typification. Beginning with a brief overview of the history and meaning of typification in interpretive sociology, the paper further addresses both the ubiquity and the necessity of typification in social life and scientific method. Schutz’s contribution itself is lacking in empirical application and grounding, but examples are provided of ongoing empirical research which advances the understanding of types and typification. As is suggested by illustrations from scholarship in the social studies of (...) social science, studies of social identity associated with membership categorization analysis, and constructionist social problems theory, typification can be found to be central to social research whether it is taken up as a largely unacknowledged resource or whether it is addressed by different names. The overview and illustrations suggest the continuing, widespread, and indeed foundational relevance of Schutz’s insights into types and typification. (shrink)

In the Chinese text of the *Vimuttimagga, namely the Ji?tu? dào lùn, the word ji? is used as a technical abhidhamma term. It is used to refer to an initial cognitive activity through the five material sense organs. In the published English translation, the term is not understood clearly. There are similarities and differences between the two terms, ji? and visayappavatti. They are linked to similar doctrinal structures and technical terminology, especially the concept of bhava?ga, which is a distinctive doctrine (...) of Sri Lankan Therav?da. On the other hand, visayappavatti implies an initial cognitive activity by any of the six sense organs, while the term ji? refers to an initial cognitive activity only through the five material sense organs. A comparative study of the two terms proposes the following implications. Firstly, the text *Vimuttimagga is related to Sri Lankan P?li abhidhamma because the orientation of the two terms is more than similar. Secondly, the text represents an early phase of the extant P?li abhidhamma because the term ji? is less mature terminology than the term visayappavatti. (shrink)

This study investigated the perceptions and attitudes of ICU nurses towards the ‘do not resuscitate’ (DNR) decision and changes in their nursing activities after implementation of the DNR decision in South Korea. A data survey was conducted in South Korea between August and October 2008, with a convenience sample of 252 ICU nurses who had more than one year of clinical experience. The data were collected via a self-administered questionnaire. Most of the nurses perceived the necessity of the DNR decision (...) in cases where there would be no chance of patient recovery despite massive efforts. Very few of the nurses' activities changed, either passively or actively, after implementation of the DNR decision. Moreover, the findings of this research provide suggestions for the future direction of the DNR decision and ethical nursing guidelines in South Korea. Further investigations are needed for the development of decision-making skills and intervention guidelines for end-of-life nursing. (shrink)

The term bhavaṅga is regarded as a unique technical term of Theravāda abhidhamma tradition, and the text Jié tuō dào lùn, i.e. the Chinese translation of *Vimuttimagga, mentions yŏufēnxīn the Chinese counterpart of bhavaṅga eleven times. These occurrences are found in the section of the text on the cognitive process. The text is, however, too abstruse to understand the term easily, and the existing translations of it are imperfect. Subsequently, the term in the Jié tuō dào lùn has been considered (...) and interpreted by former translations in the same way as it is in other Pāli abhidhamma texts. Indeed, the Jié tuō dào lùn has more than similar definitions for bhavaṅga. It is described as the inactive state of mind from which the active states of mind arise. On the other hand, there are also a number of small but significant differences in its description of bhavaṅga. It has no sub-states, and there are no technical terms for conditional relations with other states of mind. The similarities and differences found in the discussion of bhavaṅga shed light on some salient features of the Jié tuō dào lùn. (shrink)

Using Leventhal’s (Social exchange: Advances in theory and research, Plenum Press, New York, 1980 ) rules of procedural justice as well as deontic justice (Folger in Research in social issues in management, Information Age, Greenwich, CT, 2001 ), we examine how personal value for diversity moderates the negative relationship between perceived discrimination against minorities (i.e., racial minorities and females) at work and the perceived procedural justice of minorities’ treatment by the organization. Through a field survey of 190 employees, we found (...) that observers high in personal value for diversity have stronger negative reactions to the mistreatment of women and racial minorities than observers low in personal value for diversity. These findings support and extend the deontic justice perspective because those who personally value diversity had the strongest negative reactions toward the discriminatory treatment of minorities. (shrink)

The epistemology and phenomenology of contemporary society tend to be deepened, and the philosophical challenges never are minimal that we may be called to face with the kind of post-modern chaos from the rapidly changing phenomena of the global community. The ballast held on the identity of faculty members as a teacher and researcher now turns due so as to be recast with our intrinsic of routine performance. I considered their quality as bent on the intellectual strife on the method (...) and the kind of attitude, say, evaluation and consultation. In this paper, the authors have presented some thought and implications that triangulated the triad, i.e., research methodology, program evaluation and consulting illustration on the college research program rankings. The author is hoped that the discourse can help the academicians to share the attribute of different methods as well as the dimension of evaluation and consulting, perhaps essentially related with their work role in terms of teaching and researching. Keywords: Research Method, Qualitative Studies, Mixed Method, Program Evaluation, Theory and Philosophy, Program Rankings, Consulting, Journal Writing. (shrink)

Ki Su Kim; J. S. Mill's Concept of Maturity as the Criterion in Determining Children's Eligibility for Rights, Journal of Philosophy of Education, Volume 24, Is.

This article casts light on the intimate relationship between metaphysics and science in Adam Smith’s thought. Understanding this relationship can help in resolving an enduring dispute or misreading concerning the status and role of natural theology and the ‘invisible hand’ doctrine. In Smith’s scientific realism, ontological issues are necessary prerequisites for scientific inquiry, and metaphysical ideas thus play an organizing and regulatory role. Smith also recognized the importance of scientifically informed metaphysics in science’s historical development. In this sense, for Smith, (...) the metaphysico-scientific link, was a basic criterion of scientific validation by Inference to the Best Explanation. Furthermore, Smith’s comments implicitly suggest that in scientific progress there is a dialectic between metaphysics and science. These themes are illustrated primarily through his writings on the history of astronomy. (shrink)

The text Jié tuō dào lùn, or Chinese translation of *Vimuttimagga mentions the Avīci Hell all of a sudden in the section on the cognitive process. The problematic phrase wújiān shēng Āpídìyù has been interpreted in different ways by several scholars. Japanese scholars tend to skip the phrase, or regard the term Āpídìyù as a typographic error. Given that we do not have an original text, however, the phrase needs to be understood as it is. In contrast, the English translation (...) interprets the term wújiān as a name of hell, and considers it as a synonym of Āpídìyù, namely the Avīci Hell. Even though the Chinese term wújiān itself is usually understood as the Avīci Hell, namely, Wújiāndìyù or Āpídìyù, of which the corresponding Pāli is Avīci-niraya, it is not the case here since a hell as such has nothing to do with the cognitive process. Assuming that the term Āpídìyù is not a typographic error, I propose to understand this problematic phrase as the simile in the sentence ‘seven mind-moments [immediately proceed just as one who has performed] the Five Sins is reborn into the Avīci Hell [as soon as he dies]’. The term wújiān meaning ‘no-gap’ in the cognitive process section conveys that there is not any intermission between the successive mind-moments. In Pāli perspectives, it implies that the successive mind-moments are in the proximity condition. The Jié tuō dào lùn was likely to use a metaphor in order to set a rule for governing the cognitive process rather than making a specific technical term. (shrink)

Tumor‐infiltrating lymphocyte (TIL) therapy is a promising approach for treating refractory or advanced solid cancers by using autologous TILs harvested from cancer tissues. Despite the heterogeneity of cancer, TIL therapy can potentially produce a positive therapeutic response, including complete remission.After decades of research on lymphocyte functions, culture/expansion methods, therapeutic protocols, and multiple clinical trials, TIL therapy has finally reached a stage where it can be formally approved for clinical use.TIL therapy is expected to hold a unique position among anti‐cancer therapeutic (...) options as a standard intervention. To successfully introduce TIL therapy into clinical settings, there is a need to expand therapeutic indications and set up the best protocols for cancer tissue sampling and manufacturing, and related clinical trials. Moreover, studies on next‐generation TIL therapy have already begun, and post‐approval real‐world data will promote and support further research. (shrink)

Interest in the drivers of firms’ corporate social responsibility (CSR) is growing. However, little is known about the influence of a CEO’s childhood experience of natural disasters on CSR. Using archival data, we explore this relationship by offering three mechanisms that may account for how the CEO’s childhood experience of natural disaster is related to their CSR. More specifically, while prior research has established a positive relationship based on the post-traumatic growth theory, we show that the dual mechanisms of prosocial (...) values and a CEO’s risk aversion explain the positive relationship. We further find that the positive relationship is stronger (1) when CEOs have longer career horizons and (2) when community social capital is high. This study contributes to both research and managerial implications on the topics of CEO’s childhood experience and CSR. In particular, this study advances the upper echelon theory by revealing that a CEO’s childhood experience of natural disaster is a useful yet relatively underexplored variable that can help explain the substantial variations in firms’ CSR. Moreover, we emphasize that a CEO’s career horizons and level of community social capital are important variables that further amplify the effect of a CEO’s childhood experience of natural disaster on the firm’s CSR commitment. (shrink)

Tests of economic theory often focus on choice outcomes and find significant individual differences in these outcomes. This variability may mask universal psychological processes that lead to different choices because of differences across cultures in the information people have available when making decisions. On this view, decision making research within and across cultures must focus on the processes underlying choice.

Pothos suggests dispensing with the distinction between rules and similarity, without defining what is meant by either term. We agree that there are problems with the distinction between rules and similarity, but believe these will be solved only by exploring the representations and processes underlying cases purported to involve rules and similarity.

Although Jürgen Habermas and Richard Rorty both reject the traditional picture of cultural change in which intellectuals are supposed to have the ‘last word’ on cultural issues and envisage cultural changes as the result of ‘dialogue’ or ‘conversation’ between them and the lay public, they nevertheless end up espousing different pictures of cultural change because of their totally different conception of the role and function of language, truth and rationality in such dialogue. In the first two sections of this article, (...) I will recount Habermas’s critique of Rorty’s neo-pragmatism and the latter’s responses to it so that they can reveal the core issues of the debate. In the third section, I will argue that, as a ‘sociologized version’ of Rorty’s philosophy, Jeffrey Alexander’s theory of social performance provides us with a sociological framework that makes possible a wide range of empirical studies of cultural change. (shrink)

BackgroundAttention deficit hyperactivity disorder is clinically diagnosed; however, quantitative analysis to statistically analyze the symptom severity of children with ADHD via the measurement of head movement is still in progress. Studies focusing on the cues that may influence the attention of children with ADHD in classroom settings, where children spend a considerable amount of time, are relatively scarce. Virtual reality allows real-life simulation of classroom environments and thus provides an opportunity to test a range of theories in a naturalistic and (...) controlled manner. The objective of this study was to investigate the correlation between participants’ head movements and their reports of inattention and hyperactivity, and to investigate how their head movements are affected by different social cues of different sensory modalities.MethodsThirty-seven children and adolescents with and without ADHD were recruited for this study. All participants were assessed for diagnoses, clinical symptoms, and self-reported symptoms. A virtual reality-continuous performance test was conducted under four conditions: control, no-cue, visual cue, and visual/audio cue. A quantitativecomparison of the participants’ head movements was conducted in three dimensions using a head-mounted display in a VR classroom environment. Task-irrelevant head movements were analyzed separately, considering the dimension of movement needed to perform the VR-CPT.ResultsThe magnitude of head movement, especially task-irrelevant head movement, significantly correlated with the current standard of clinical assessment in the ADHD group. Regarding the four conditions, head movement showed changes according to the complexity of social cues in both the ADHD and healthy control groups.ConclusionChildren and adolescents with ADHD showed decreasing task-irrelevant movements in the presence of social stimuli toward the intended orientation. As a proof-of-concept study, this study preliminarily identifies the potential of VR as a tool to understand and investigate the classroom behavior of children with ADHD in a controlled, systematic manner. (shrink)

I argue that Wolfhart Pannenberg’s view of human subjectivity presupposes a metaphysics of eternity that both contracts and expands the human subject. For this purpose, Edmund Husserl’s phenomenology is a useful criterion. Pannenberg rejects substantialist theories of subjectivity that give priority to the agency of the ego over the passivity of the self. Following Friedrich Schleiermacher, Pannenberg thinks self-reflection must be grounded on a symbiotic totality of life, and he views essences, even of subjectivity, as determined by that totality. In (...) contrast, Husserl provides both an essentialist theory of subjectivity and a viable model for self-reflection that does not suffer from infinite regress. Husserl does more justice to the mineness of consciousness and the agency of the ego, while not discarding the narrativity of the self. (shrink)

In this article, we focus on problem solving talk in the business meeting event. We zoom in on the processes of formulating, negotiating and ratifying an issue as a problem, and we argue that individuals negotiate their stances in relation to their perceived/projected professional roles. The processes of problem-solving are, simultaneously, processes of self/other positioning. We take an Interactional Sociolinguistic perspective and draw on audio-recorded meeting talk collected in a multinational corporate workplace. Our analysis shows that interactants draw on issues (...) of accountability, perceived/projected responsibilities and expertise in pursuit of their own interactional agenda in the problem-solving meeting. We close the article with directions for further research. (shrink)

In step with rapid advancements in computer vision, vehicle classification demonstrates a considerable potential to reshape intelligent transportation systems. In the last couple of decades, image processing and pattern recognition-based vehicle classification systems have been used to improve the effectiveness of automated highway toll collection and traffic monitoring systems. However, these methods are trained on limited handcrafted features extracted from small datasets, which do not cater the real-time road traffic conditions. Deep learning-based classification systems have been proposed to incorporate the (...) above-mentioned issues in traditional methods. However, convolutional neural networks require piles of data including noise, weather, and illumination factors to ensure robustness in real-time applications. Moreover, there is no generalized dataset available to validate the efficacy of vehicle classification systems. To overcome these issues, we propose a convolutional neural network-based vehicle classification system to improve robustness of vehicle classification in real-time applications. We present a vehicle dataset comprising of 10,000 images categorized into six-common vehicle classes considering adverse illuminous conditions to achieve robustness in real-time vehicle classification systems. Initially, pretrained AlexNet, GoogleNet, Inception-v3, VGG, and ResNet are fine-tuned on self-constructed vehicle dataset to evaluate their performance in terms of accuracy and convergence. Based on better performance, ResNet architecture is further improved by adding a new classification block in the network. To ensure generalization, we fine-tuned the network on the public VeRi dataset containing 50,000 images, which have been categorized into six vehicle classes. Finally, a comparison study has been carried out between the proposed and existing vehicle classification methods to evaluate the effectiveness of the proposed vehicle classification system. Consequently, our proposed system achieved 99.68%, 99.65%, and 99.56% accuracy, precision, and F1-score on our self-constructed dataset. (shrink)

Recent times have seen increasing interest in conversational assistants (e.g., Amazon Alexa) designed to help users in their daily tasks. In military settings, it is critical to design assistants that are, simultaneously, helpful and able to minimize the user’s cognitive load. Here we show that embodiment plays a key role in achieving that goal. We present an experiment where participants engaged in the desert survival task in augmented reality. Participants were paired with a voice assistant, an embodied assistant, or no (...) assistant. The assistants made suggestions verbally throughout the task, whereas the embodied assistant further used gestures and emotion to communicate with the user. Our results indicate that both assistant conditions led to higher performance over the no assistant condition, but the embodied assistant achieved this with less cognitive burden on the decision maker than the non-embodied assistant. We discuss implications for the design of intelligent collaborative systems for the warfighter. (shrink)

Cancer chemotherapy has been the most common cancer treatment. However, it has side effects that kill both tumor cells and immune cells, which can ravage the patient’s immune system. Chemotherapy should be administered depending on the patient’s immunity as well as the level of cancer cells. Thus, we need to design an efficient treatment protocol. In this work, we study a feedback control problem of tumor-immune system to design an optimal chemotherapy strategy. For this, we first propose a mathematical model (...) of tumor-immune interactions and conduct stability analysis of two equilibria. Next, the feedback control is found by solving the Hamilton–Jacobi–Bellman equation. Here, we use an upwind finite-difference method for a numerical approximate solution of the HJB equation. Numerical simulations show that the feedback control can help determine the treatment protocol of chemotherapy for tumor and immune cells depending on the side effects. (shrink)