Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub‐tasks to work on in parallel. Underlying the human ability to collaborate is theory‐of‐mind (ToM), the ability to infer the hidden mental states that drive others to act. Here, we develop Bayesian Delegation, a decentralized multi‐agent learning mechanism with these abilities. Bayesian Delegation enables agents to rapidly infer the hidden intentions of others by inverse planning. (...) We test Bayesian Delegation in a suite of multi‐agent Markov decision processes inspired by cooking problems. On these tasks, agents with Bayesian Delegation coordinate both their high‐level plans (e.g., what sub‐task they should work on) and their low‐level actions (e.g., avoiding getting in each other's way). When matched with partners that act using the same algorithm, Bayesian Delegation outperforms alternatives. Bayesian Delegation is also a capable ad hoc collaborator and successfully coordinates with other agent types even in the absence of prior experience. Finally, in a behavioral experiment, we show that Bayesian Delegation makes inferences similar to human observers about the intent of others. Together, these results argue for the centrality of ToM for successful decentralized multi‐agent collaboration. (shrink)

Since Mill's seminal work On Liberty, philosophers and political theorists have accepted that we should respect the decisions of individual agents when those decisions affect no one other than themselves. Indeed, to respect autonomy is often understood to be the chief way to bear witness to the intrinsic value of persons. In this book, Sarah Conly rejects the idea of autonomy as inviolable. Drawing on sources from behavioural economics and social psychology, she argues that we are so often irrational (...) in making our decisions that our autonomous choices often undercut the achievement of our own goals. Thus in many cases it would advance our goals more effectively if government were to prevent us from acting in accordance with our decisions. Her argument challenges widely held views of moral agency, democratic values and the public/private distinction, and will interest readers in ethics, political philosophy, political theory and philosophy of law. (shrink)

In his recent book, Frame It Again: New Tools for Rational Decision-Making, J. L. Bermúdez argues that it can be rational to evaluate the same thing differently when it is described using alternati...

"One of the most careful and intensive among the introductory texts that can be used with a wide range of students. It builds remarkably sophisticated technical skills, a good sense of the nature of a formal system, and a solid and extensive background for more advanced work in logic.... The emphasis throughout is on natural deduction derivations, and the text's deductive systems are its greatest strength. Lemmon's unusual procedure of presenting derivations before truth tables is very effective." --Sarah Stebbins, (...) The Journal of Symbolic Logic. (shrink)

Since its introduction in the 1980s, futility as a concept has held contested meaning and applications throughout medicine. There has been little discussion within the psychiatric literature about the use of futility in the care of individuals experiencing severe and persistent mental illness (SPMI), despite some tacit acceptance that futility may apply in certain cases of psychiatric illness. In this paper, we explore the literature surrounding futility and argue that its connotation within medicine is to describe situations where patients (or (...) their substitute decision-makers) believe that interventions will almost certainly provide no meaningful benefit. We then provide two arguments in support of the use of futility within the care of individuals experiencing SPMI: that some SPMI can be considered a terminal illness, and that the risk-benefit ratio is a dynamic entity such that futility can help describe what Gillett calls the ‘risk of unacceptable badness’ when it comes to considering how an intervention might impact a patient’s quality of life. We posit that capacity should not pose an obstacle to declaring futility when caring for individuals experiencing SPMI and explain how futility is not antithetical to recovery in mental health. Finally, we describe how using futility within psychiatric practice can allow for a reorientation of care by signalling the need to shift to a palliative approach. (shrink)

ABSTRACT The political works of Adam Blackwood offer a powerful defence of absolute monarchy, and one which explicitly sets political power within a religious framework. Critiquing the resistance theories of his contemporaries, Blackwood was sceptical about the political value of natural law and of any appeal to popular sovereignty, at least in contemporary Europe. Blackwood was deeply troubled by the way Christianity was being used to justify resistance, often in Protestant texts that aligned Christianity and natural law, and he insisted (...) that true Christianity taught obedience. Though he has often been likened to his contemporary Jean Bodin, a closer examination of Blackwood’s writing reveals significant differences, especially on the linked issues of natural law, the value of historical argument, and religion. For Blackwood, sovereign power in general had to be underpinned by religion, the one constant in a world of diverse and mutable social practices, and its particular, local manifestation had to be understood historically, as the product of conquest and force. Aware of the potential tensions between Catholic Christianity and monarchical authority, Blackwood also developed a distinctive piety in an attempt to bolster the alliance he advocated between religious and political authority. (shrink)

How fragile is our knowledge of morality, compared to other kinds of knowledge? Does knowledge of the difference between right and wrong fundamentally differ from knowledge of other kinds? Sarah McGrath offers new answers to these questions as she explores the possibilities, sources and characteristic vulnerabilities of moral knowledge.

Plato's Timaeus is one of the most influential and challenging works of ancient philosophy to have come down to us. Sarah Broadie's rich and compelling study proposes new interpretations of major elements of the Timaeus, including the separate Demiurge, the cosmic 'beginning', the 'second mixing', the Receptacle and the Atlantis story. Broadie shows how Plato deploys the mythic themes of the Timaeus to convey fundamental philosophical insights and examines the profoundly differing methods of interpretation which have been brought to (...) bear on the work. Her book is for everyone interested in Ancient Greek philosophy, cosmology and mythology, whether classicists, philosophers, historians of ideas or historians of science. It offers new findings to scholars familiar with the material, but it is also a clear and reliable resource for anyone coming to it for the first time. (shrink)

Over the past decade land has again moved to the centre of resource conflicts, agrarian struggles, and competing visions over the future of food and farming. This renewed interest in land necessitates asking the seemingly simple, but pertinent, question ‘whatisland?’ To reach a more profound understanding of the uniqueness of land, and what distinguishes land from other resources, this symposium suggests the notion of ‘land imaginaries’ as a crucial lens in the study of current land transformations. Political-economy, and the particular (...) economic, financial, or political interests of various actors involved in land projects do not directly result in, or translate into, outcomes, such as dispossession and enclosure, increased commodification, financialization, and assetization, or mobilization and resistance. All these processes are informed by different imaginaries of land—the underlying understandings, views, and visions of what land is, can, and should be—and associated visions, hopes, and dreams regarding land. Drawing on a variety of case studies from across the world, crossing Global North/South and East/West, and including contemporary and historical instances of land transformation, this symposium addresses the multifaceted ways in which implicit, explicit, and emergent understandings of land shape current land transformations. (shrink)

The present article explores the views of al-Jāḥiẓ, Abū Bakr al-Rāzī, and Fakhr al-Dīn al-Rāzī - three pre-modern thinkers of the Islamic world outside the Peripatetic tradition - on the question o...

In Memory: A Self-Referential Account, Fernández offers a functionalist account of the metaphysics of memory, which is portrayed as presenting significant advantages over causal and narrative theories of memory. In this paper, I present a series of challenges for Fernández’s functionalism. There are issues with both the particulars of the account and the use of functionalism more generally. First, in characterizing the mnemonic role of episodic remembering, Fernández fails to make clear how the mental image type that plays this role (...) should be identified. Second, I argue that a functionalist approach, which appeals to the overall structure of the memory system and tendencies of mental state types, is ill-suited to the metaphysical question about episodic remembering that is of interest to the causal and narrative theorists with which Fernandez engages. Fernández’s self-referential account of memory has many other virtues, but functionalism is a poor fit for episodic remembering. (shrink)

This article surveys the latest research on risky-choice framing effects, focusing on the implications for rational decision-making. An influential program of psychological research suggests that people's judgements and decisions depend on the way in which information is presented, or ‘framed’. In a central choice paradigm, decision-makers seem to adopt different preferences, and different attitudes to risk, depending on whether the options specify the number of people who will be saved or the corresponding number who will die. It is standardly assumed (...) that such responses violate a foundational tenet of rational decision-making, known as the principle of description invariance. We discuss recent theoretical and empirical research that challenges the dominant ‘irrationalist’ narrative. These approaches typically pay close attention to how decision-makers represent decision problems (including their interpretation of numerical quantifiers or predicate choice) and they highlight the need for a more robust characterization of the description invariance principle. We conclude by indicating avenues for future research that could bring us closer to a complete—and potentially rationalizing—explanation of framing effects. (shrink)

Drawing on data from 100 qualitative interviews with the recently unemployed, this study examines how participants made decisions about attempting to return to work and identifies how class and gender shape these decisions. Middle-class men were most likely to take time to attempt to return to work, middle-class women were most likely to begin a deliberate job search, working-class men were most likely to report an urgent search, and working-class women were most likely to have diverted searches. Financial resources, gendered (...) labor force attachments, and family responsibilities shaped decision making. Ultimately, those in the middle-class appear doubly advantaged—both in their financial capabilities and in their ability to respond to the crisis with greater gender flexibility. (shrink)

This 2004 book was the first intellectual biography of one of the very first English women philosophers. At a time when very few women received more than basic education, Lady Anne Conway wrote an original treatise of philosophy, her Principles of the Most Ancient and Modern Philosophy, which challenged the major philosophers of her day - Descartes, Hobbes and Spinoza. Sarah Hutton's study places Anne Conway in her historical and philosophical context, by reconstructing her social and intellectual milieu. She (...) traces her intellectual development in relation to friends and associates such as Henry More, Sir John Finch, F. M. van Helmont, Robert Boyle and George Keith. And she documents Conway's debt to Cambridge Platonism and her interest in religion - an interest which extended beyond Christian orthodoxy to Quakerism, Judaism and Islam. Her book offers an insight into both the personal life of a very private woman, and the richness of seventeenth-century intellectual culture. (shrink)

This work addresses the case of the Ballet National de Marseille (BNM) and the 2017 recreation of the piece Passione, created by the artistic directors Emio Greco and Pieter C. Scholten. This study, informed by a phenomenological approach, adopts ethnographic methods, including participant observation, in-depth interviews, and one researcher’s direct involvement with the practices of enculturation and enskillment in this dance form. It investigates how the dancers of the BNM articulate their diverse forms of agency in relation to the choreographer’s (...) artistic vision and demands. By looking at the specific case of the BNM staging of Passione, we can isolate some significant features of contemporary ballet’s trajectory as an emergent dance genre on the edge between innovation and tradition. (shrink)

The past few years have brought significant breakthroughs in understanding human genetics. This knowledge has been used to develop ‘polygenic scores’ (or ‘polygenic risk scores’) which provide probabilistic information about the development of polygenic conditions such as diabetes or schizophrenia. They are already being used in reproduction to select for embryos at lower risk of developing disease. Currently, the use of polygenic scores for embryo selection is subject to existing regulations concerning embryo testing and selection. Existing regulatory approaches include ‘disease-based' (...) models which limit embryo selection to avoiding disease characteristics (employed in various formats in Australia, the UK, Italy, Switzerland and France, among others), and 'laissez-faire' or 'libertarian' models, under which embryo testing and selection remain unregulated (as in the USA). We introduce a novel 'Welfarist Model' which limits embryo selection according to the impact of the predicted trait on well-being. We compare the strengths and weaknesses of each model as a way of regulating polygenic scores. Polygenic scores create the potential for existing embryo selection technologies to be used to select for a wider range of predicted genetically influenced characteristics including continuous traits. Indeed, polygenic scores exist to predict future intelligence, and there have been suggestions that they will be used to make predictions within the normal range in the USA in embryo selection. We examine how these three models would apply to the prediction of non-disease traits such as intelligence. The genetics of intelligence remains controversial both scientifically and ethically. This paper does not attempt to resolve these issues. However, as with many biomedical advances, an effective regulatory regime must be in place as soon as the technology is available. If there is no regulation in place, then the market effectively decides ethical issues. (shrink)

This paper aims to call attention to the potential of using film in engineering ethics education, which has not been thoroughly discussed as a pedagogical method in this field. A review of current approaches to teaching engineering ethics reveals that there are both learning outcomes that need more attention as well as additional pedagogical methods that could be adopted. Scholarship on teaching with film indicates that film can produce ethical experiences that go beyond those produced by both conventional methods of (...) teaching engineering ethics and more arts-based methods such as fiction, as well as connect ethics learning outcomes and issues to the lifeworld of a person. The paper further illustrates the potential of using Miyazaki Hayao’s film The Wind Rises for highlighting a range of ethical issues pertaining to engineering. It also discusses the important role educators play in how film can be used effectively in the classroom. Synthesizing a range of sources from film theory to the use of film in business and medical education, the paper makes the case for using film in engineering ethics education and calls for more research on the use of this method. (shrink)

The purpose of the study is to observe the impact of policy intervention on financial sustainability using the structural vector autoregression analysis. The population of the study is the manufacturing sector of Pakistan, which is an emerging economy. Data for 249 firms operating in the manufacturing sector are taken, collected from Datastream from 2005 to 2019, with total observations of 2,400. To conduct the analysis, R software is used for its better visualization. Results show that firm performance, corporate governance, and (...) sectoral policies have a positive and long-term impact on financial sustainability, whereas earning management and financialization not only have a negative impact, but this impact affects the operations of the corporate for a longer period. This study would be helpful for policymakers as it gives a framework for financial sustainability based on the policies and strategies developed by the sector. (shrink)

While face masks prevent the spread of disease, they occlude lower face parts and thus impair facial emotion recognition. Since emotions are often also contextually situated, it remains unknown whether providing a descriptive emotional context alongside the facial emotion may reduce some of the negative impact of facial occlusion on emotional communication. To address this question, here we examined how emotional inferences were affected by facial occlusion and the availability of emotional context. Participants were presented with happy or sad emotional (...) faces who were either fully visible or partially obstructed by an opaque surgical mask. The faces were shown either within an emotionally congruent (e.g., “Her cat was found/lost yesterday afternoon”) or neutral (“Get ready to see the next person”) context. Participants were asked to infer the emotional states of the protagonists by rating their emotional intensity and valence. Facial occlusion by masks impacted the ratings, such that protagonists were judged to feel less intense and more neutral emotions when they wore masks relative to when their face was fully visible. Importantly, this negative impact of visual occlusion by mask was reduced but not fully eliminated when the faces were presented within a congruent emotional context. Thus, visual occlusion of facial emotions impairs understanding of emotions, with this negative effect of face masks partially mitigated by the availability of a larger emotional context. (shrink)

In English, two deictic space-time metaphors are in common usage: the Moving Ego metaphor conceptualizes the ego as moving forward through time and the Moving Time metaphor conceptualizes time as moving forward toward the ego . Although earlier research investigating the psychological reality of these metaphors has typically examined spatial influences on temporal reasoning , recent lines of research have extended beyond this, providing initial evidence that personality differences and emotional experiences may also influence how people reason about events in (...) time . In this article, we investigate whether these relationships have force in real life. Building on the effects of individual differences in self-reported conscientiousness and procrastination found by Duffy and Feist , we examined whether, in addition to self-reported conscientiousness and procrastination, there is a relationship between conscientious and procrastinating behaviors and temporal perspective. We found that participants who adopted the Moving Time perspective were more likely to exhibit conscientious behaviors, while those who adopted the Moving Ego perspective were more likely to procrastinate, suggesting that the earlier effects reach beyond the laboratory. (shrink)

Justice, Gender and the Politics of Multiculturalism explores the tensions that arise when culturally diverse democratic states pursue both justice for religious and cultural minorities and justice for women. Sarah Song provides a distinctive argument about the circumstances under which egalitarian justice requires special accommodations for cultural minorities while emphasizing the value of gender equality as an important limit on cultural accommodation. Drawing on detailed case studies of gendered cultural conflicts, including conflicts over the 'cultural defense' in criminal law, (...) aboriginal membership rules and polygamy, Song offers a fresh perspective on multicultural politics by examining the role of intercultural interactions in shaping such conflicts. In particular, she demonstrates the different ways that majority institutions have reinforced gender inequality in minority communities and, in light of this, argues in favour of resolving gendered cultural dilemmas through intercultural democratic dialogue. (shrink)

My paper explores the extent to which More’s ‘Spirit of Nature’ and Cudworth’s ‘Plastic Nature’ incorporated the functions of the Aristotelian vegetable soul, and how far, if at all, each was indebted to Aristotle. I argue that, although, on the matter of vegetable life there is some overlap between the functions of the Aristotelian vegetative soul and those ascribed by Cudworth to Plastic Nature and More to the Spirit of Nature, Cudworth and More were not simply reviving Aristotle in new (...) dress. Both certainly drew on Aristotle when formulating their hypotheses, but these have a much broader range of functions than the Aristotelian vegetative soul. Even among those functions which concern the basics of organic life, both hypotheses have affinities with other the well-developed medico-physiological traditions of the late Renaissance. And, although this type of formative spirit is often compared to the Platonic World Soul, both hypotheses are indebted as much, if not more to Stoicism. (shrink)

Mechanistic accounts of explanation have recently found popularity within philosophy of science. Presently, we introduce the idea of an extended mechanistic explanation, which makes explicit room for the role of environment in explanation. After delineating Craver and Bechtel’s account, we argue this suggestion is not sufficiently robust when we take seriously the mechanistic environment and modeling practices involved in studying contemporary complex biological systems. Our goal is to extend the already profitable mechanistic picture by pointing out the importance of the (...) mechanistic environment. It is our belief that extended mechanistic explanations, or mechanisms that take into consideration the temporal sequencing of the interplay between the mechanism and the environment, allow for mechanistic explanations regarding a broader group of scientific phenomena. (shrink)

This article brings an anthropology of ethics to bear on a case of forced migration and displacement among Syrian refugee women in Jordan. The case reveals how projects of Islamic self‐making in displacement become “emplacement” processes within the new state‐mediated context. Syrian women in Jordan engage in Islamic self‐making as part of their wider emplacement practices in two primary ways: first, operating more publicly in the material world through Islamically‐inspired actions and rituals than in Syria. Second, utilizing narratives of Islamic (...) histories to establish dignity in conditions of precarity in exile. Using two focus groups in urban Jordan and participant observation in two religion classes in a Syrian refugee camp, this article focuses on these practices of Islamic self‐making that serve an important role in the projects of moral emplacement for Syrian women in the Jordanian context. (shrink)

Traditionally, discussions of moral participation – and in particular moral agency – have focused on fully formed human actors. There has been some interest in the development of morality in humans, as well as interest in cultural differences when it comes to moral practices, commitments, and actions. However, until relatively recently, there has been little focus on the possibility that nonhuman animals have any role to play in morality, save being the objects of moral concern. Moreover, when nonhuman cases are (...) considered as evidence of moral agency or subjecthood, there has been an anthropocentric tendency to focus on those behaviors that inform our attributions of moral agency to humans. For example, some argue that the ability to evaluate the principles upon which a moral norm is grounded is required for full moral agency. Certainly, if a moral agent must understand what makes an action right or wrong, then most nonhuman animals would not qualify (and perhaps some humans too). However, if we are to understand the evolution of moral psychology and moral practice, we need to turn our attention to the foundations of full moral agency. We must first pay attention to the more broadly normative practices of other animals. Here, we begin that project by considering evidence that great apes and cetaceans participate in normative practices. (shrink)

In this essay Sarah Galloway considers emancipation as a purpose for education through examining the theories of Paulo Freire and Jacques Rancière. Both theorists are concerned with the prospect of distinguishing between education that might socialize people into what is taken to be an inherently oppressive society and education with emancipation as its purpose. Galloway reconstructs the theories in parallel, examining the assumptions made, the processes of oppression described, and the movements to emancipation depicted. In so doing, she argues (...) that that the two theorists hold a common model for theorizing oppression and emancipation as educational processes, distinguished by the differing assumptions they each make about humanity, but that their theories ultimately have opposing implications for educational practices. Galloway further maintains that Freire and Rancière raise similar educational problems and concerns, both theorizing that the character of the relations among teachers, students, and educational materials is crucial to an emancipatory education. Galloway's approach allows discussion of some of the criticisms that have been raised historically about Freire's theory and how these might be addressed to some degree by Rancière's work. Taking the two theories together, she argues that the possibility for an emancipatory education cannot be ignored if education is to be considered as more than merely a process of passing down the skills and knowledge necessary in order to socialize people into current society. (shrink)

As teams of people increasingly incorporate robot members, it is essential to consider how a robot's actions may influence the team's social dynamics and interactions. In this work, we investigated the effects of verbal support from a robot on human team members' interactions related to psychological safety and inclusion. We conducted a between-subjects experiment where the robot team member either gave verbal support or did not give verbal support to the human team members of a human-robot team comprised of 2 (...) human ingroup members, 1 human outgroup member, and 1 robot. We found that targeted support from the robot had a positive effect on outgroup members, who increased their verbal participation after receiving targeted support from the robot. When comparing groups that did and did not have verbal support from the robot, we found that outgroup members received fewer verbal backchannels from ingroup members if their group had robot verbal support. These results suggest that verbal support from a robot may have some direct benefits to outgroup members but may also reduce the obligation ingroup members feel to support the verbal contributions of outgroup members. (shrink)

ABSTRACT This essay walks through the ways the pandemic structures and limits our movement in cities. It suggests that our well-worn tropes for walking, in this moment, shore up the power of the state over individual bodies. To imagine the possibility of how bodily movement might resist this power, the essay turns to a rhetorical conception of scale.

As the number of people affected by dementia increases rapidly, dementia has been transformed into an epidemic which endangers global health and wealth, and many populations are now living in what Jain terms a time of prognosis, in fear of the disease. Through its strong association with ageing and memory loss, dementia is conceived of as a linear decline into loss of self and death, and those with dementia as other. More significantly, imagined as a threat that signifies both a (...) loss of able-bodied workforce and a large population dependent on care and support, dementia inevitably feeds into the ‘crisis-of-care’ narrative that is prominent in many ageing societies. With one of the fastest ageing populations in the world, and an extremely low birth rate, the dementia prognosis is particularly acute in Japan and dementia is strongly linked to the idea of a ‘care crisis’. This situation has produced an increasing number of cultural representations of dementia and care and this paper considers three of these cultural texts, all rooted in the historical and cultural contexts in which they were produced: the novel The Twilight Years; the film Memories of Tomorrow; and the comic book Pecoross’ Mother and Her Days. The analysis concentrates upon their representations of care, seeing this as a space where the ethical relationship between self and other can be negotiated and where time with dementia can be imagined and re-imagined. The analysis of these texts from a feminist ethics perspective demonstrates the potential of popular and creative representations to interrogate and potentially expand the meanings of dementia, ageing and living in prognosis. (shrink)

The Global Christian Forum’s international gathering in Limuru, Kenya, in 2007, affirmed the value of this initiative for promoting relationships between Christian traditions with little if any mutual encounter. With this fresh mandate, the Forum organized further regional meetings and extended its methodology into other contexts. Following a second global gathering at Manado, Indonesia, in 2011, it continues to develop its activities. Though its minimal structures and staffing bring challenges, it still aims to deliver what has been described as ‘the (...) best value-for-money ecumenism in the world,’ acting in the service of, and in collaboration with, churches and ecclesial bodies. (shrink)

This article offers a feminist engagement with and evaluation of Rainer Forst’s concept of transnational justice, especially as he articulates it in his most recent book, Normativity and Power: Analyzing Social Orders of Justification. While focusing on this book, the analysis I offer also builds on his earlier writings on a critical theory of transnational justice and the concept of the right to justification. Feminist theoretical resources, including current transnational feminist theory, provide a series of lenses that bring into focus (...) the strengths and weaknesses of Forst’s approach. This is particularly true with regard to the issue of whether he offers a theory of transnational justice sensitive to the gendered dimensions of global injustice, as well as to the realities of a non-ideal world. At key moments in the paper, I draw on examples of transnational gender-based and sexual violence as representative of a specific and prolific form of gendered global injustice to illustrate my argument. The argument advances in two main steps. First, I consider ways in which Forst’s work is feminist in nature and explore how he might reinforce feminist theoretical efforts. I then identify limitations of Forst’s theory from a transnational feminist perspective, exploring how feminist philosophers might challenge aspects of his approach. In this vein, I offer reflections relating to two main concepts: the tensions between ideal and non-ideal theory within Forst’s work and the idea of adaptive preferences. (shrink)

This book explores the significance of the Resurrection for human moral imagination and moral life. It shows that the Resurrection, contemplatively apprehended, shifts our ethically conditioned understanding of what it means to be human. It shifts our relationship to mortality and finitude, and opens up new possibilities and sources for human life and hope. It thereby transforms the picture of human being operative in moral thinking about justice and personal relations, as well as some of our fundamental moral concepts.

Over the years, artificial neural networks have been applied successfully in many areas including IT security. Yet, neural networks can only process continuous input data. This is particularly challenging for security-related, non-continuous data like system calls of an operating system. This work focuses on five different options to preprocess sequences of system calls so that they can be processed by neural networks. These input options are based on one-hot encodings and learning word2vec, GloVe or fastText representations of system calls. As (...) an additional option, we analyse if mapping system calls to their respective kernel modules is an adequate generalization step for replacing system calls or enhancing system call data with additional information regarding their context. When performing such preprocessing steps it is important to ensure that no relevant information is lost during the process. The overall objective of system call analysis in the context of IT security is to categorize a sequence of them as benign or malicious behavior. Therefore, this scenario is used to evaluate different system call representations in a classification task. Results indicate that a broader range of attacks can be detected when enriching system call representations with corresponding kernel module information. Prior learning of embeddings does not achieve significant improvements. This work is an extension of the work by Wunderlich et al. [1] published in Advances in Intelligent Systems and Computing. (shrink)

Exploring the Heart Sutra brings an interdisciplinary philosophical approach to this much-loved Buddhist classic. This new translation with commentary situates the sutra in a Chinese context, offering fresh interpretive resources for making sense of this profound work.

Merker, Williford, and Rudrauf make several arguments against the integrated information theory of consciousness; whereas some have merit, their conclusion that the theory should be discarded is premature. Coming years promise advances in the empirical study of consciousness, and only after theories are independently tested with shared data can they be ruled in or out. We propose future research directions.

As a rapidly growing field of study, social entrepreneurship is increasingly receiving attention from scholars and practitioners because social ventures have the potential to contribute to economic growth and social innovation. Surprisingly, the role of leadership in social venture growth has received very limited attention. One reason for this omission may be that entrepreneurship and leadership evolved as separate domains. Applying leadership theory to social ventures can help scholars and managers understand how social entrepreneurs can manage the environmental risks, dual (...) mission, and legitimacy issues of social ventures. Our goal for this conceptual paper is to describe how social entrepreneurs can align employees with the seemingly inconsistent goals of social and economic value creation to improve venture performance. We do so by concentrating on a leadership style applicable to their dual mission—servant leadership. Drawing from theoretical underpinnings and examples from single case studies, we offer a research framework and related propositions that delineate how servant leadership style affects social venture performance through the perception of work meaningfulness, well-being, and job engagement. We contribute to theory building by uncovering how social entrepreneurs can share their personal passions, values, and obligations with their employees and inspire them to meet their dual mission, paying attention to the context of social ventures and the attributes of the employees they attract. We also discuss theoretical and practical implications for social entrepreneurship and offer future research directions. (shrink)