Research in face recognition has tended to focus on discriminating between individuals, or “telling people apart.” It has recently become clear that it is also necessary to understand how images of the same person can vary, or “telling people together.” Learning a new face, and tracking its representation as it changes from unfamiliar to familiar, involves an abstraction of the variability in different images of that person's face. Here, we present an application of principal components analysis computed across different photos (...) of the same person. We demonstrate that people vary in systematic ways, and that this variability is idiosyncratic—the dimensions of variability in one face do not generalize well to another. Learning a new face therefore entails learning how that face varies. We present evidence for this proposal and suggest that it provides an explanation for various effects in face recognition. We conclude by making a number of testable predictions derived from this framework. (shrink)

This article describes some differences between familiar and unfamiliar face processing. It presents the evidence that unfamiliar face recognition is poor. Since this poor performance has implications both practically and theoretically, it is important to establish the facts. The article analyses reasons that people appear to have little insight into their own poor performance with unfamiliar faces, and some sectors of society seem so keen to use faces as a means of proving identity. It reviews some historical research comparing familiar (...) and unfamiliar face processing. The study shows evidence for the assertion that despite eliminating the memory-load of normal eyewitness situations, it turns out that people are surprisingly bad at matching two images of the same unfamiliar person. Finally, it suggests that the modern tendency to conflate familiar and unfamiliar face processing, and to theorize about “face recognition” in general, lies at the heart of practical failures in this field. (shrink)

Distributed representations can be distributed in very many ways. The specific choice of representation for a specific model is based on considerations unique to the area of study. General statements about the effectiveness of distributed models are therefore of little value. The popularity of these models is discussed, particularly with respect to reporting conventions.

Significant advances have been made in understanding human face recognition. However, a fundamental aspect of this process, how faces are located in our visual environment, is poorly understood and little studied. Here we examine the role of color in human face detection. We demonstrate that detection performance declines when color information is removed from faces, regardless of whether the surrounding scene context is rendered in color. Furthermore, faces rendered in unnatural colors are hard to detect, suggesting a role beyond simple (...) segmentation. When faces are presented such that half the surface is colored appropriately, and half unnaturally, performance declines. This suggests that observers are not simply using the presence of skin color “patches” to detect faces. Rather, our data suggest that detection operates via a face template combining diagnostic color and face‐shape information. These findings are consistent with color‐template approaches used in some computer‐based face detection systems. (shrink)

It is well established that retrieval of names is harder than the retrieval of other identity specific information. This paper offers a review of the more influential accounts put forward as explanations of why names are so difficult to retrieve. A series of five experiments tests a number of these accounts.Experiments One to Three examine the claims that names are hard to recall because they are typically meaningless, or unique. Participants are shown photographs of unfamiliar people or familiar people and (...) given three pieces of information about each: a name, a unique piece of information, and a shared piece of information. Learning follows an incidental procedure, and participants are given a surprise recall test. In each experiment shared information is recalled most often, followed by unique information, followed by name. Experiment Four tests both the `uniqueness' account and an account based on the specificity of the naming response. Participants are presented with famous faces and asked to categorise them by semantic group. Results indicate that less time is needed to perform this task when the group is a subset of a larger semantic category. A final experiment examines the claim that names might take longer to access because they are less often retrieved than other classes of information. Latencies show that participants remain more efficient when categorising faces by their occupation than by their name even when they have received extra practice of naming the faces.We conclude that the explanation best able to account for the data is that names are stored separately from other semantic information and can only be accessed after other identity specific information has been retrieved. However, we also argue that the demands we make of these explanations make it likely that no single theory will be able to account for all existing data. (shrink)

Silence has gained a prominent role in the field of psychotherapy because of its potential to facilitate a plethora of therapeutically beneficial processes within patients’ inner dynamics. This study examined the phenomenon from a conversation analytical perspective in order to investigate how silence emerges as an interactional accomplishment and how it attains interactional meaning by the speakers’ adjacent turns. We restricted our attention to one particular sequential context in which a patient’s turn comes to a point of possible completion and (...) receives a continuer by the therapist upon which a substantial silence follows. The data collection consisted of 74 instances of such post-continuer silences. The analysis revealed that silence can retroactively become part of a topic closure sequence, can become shaped as an intra-topic silence, and can be explicitly characterized as an activity in itself that is relevant for the therapy in process. Only in this last case, the absence of talk is actually treated as disruptive to the ongoing talk. Although silence is often seen as a therapeutic instrument that can be implemented intentionally and purposefully, our analysis demonstrated how it is co-constructed by speakers and indexically obtains meaning by adjacent turns of talk. In the ensuing turns, silence indeed shows to facilitate access to the patient’s subjective experience at unconscious levels. (shrink)

Notwithstanding its obvious educational importance, the idea of an ethics of belief has been little explored by educational philosophers. The notion turns out to be more complex and to involve more difficulties than is usually supposed. Exploring these complexities and difficulties opens up many avenues of philosophical and educational inquiry. These in turn can enrich our reflections on contemporary educational developments and on ethical aspects of teaching. In particular they alert us to the need for educational theorists to give overdue (...) attention to the intellectual virtues. (shrink)

The unknown southern continent is perhaps one of the most puzzling aspects of Gerardus Mercator's otherwise strikingly modern cartography. This paper is an attempt to reconsider it in view of Renaissance cosmology and to outline two factors that led Mercator to engage with the mythical terra australis over decades: his socio-professional status as an artisan and the desire to be a philosopher, on the one hand, and the harsh business of mapmaking in the Low Countries on the other. The resulting (...) unknown southern continent was intimately connected to the classical tradition and geocentric cosmology but also to the specific social niche Mercator was trying to establish for himself. (shrink)

The unknown southern continent is perhaps one of the most puzzling aspects of Gerardus Mercator's otherwise strikingly modern cartography. This paper is an attempt to reconsider it in view of Renaissance cosmology and to outline two factors that led Mercator to engage with the mythical terra australis over decades: his socio-professional status as an artisan and the desire to be a philosopher, on the one hand, and the harsh business of mapmaking in the Low Countries on the other. The resulting (...) unknown southern continent was intimately connected to the classical tradition and geocentric cosmology but also to the specific social niche Mercator was trying to establish for himself. (shrink)

ABSTRACTPeople often use metaphors to discuss their financial prospects – for example, finding a fortune or searching for wealth. The purpose of the present research was to utilize conceptual metap...

Animal welfare science and ecology are both generally concerned with the lives of animals, however they differ in their objectives and scope; the former studies the welfare of animals considered ‘domestic’ and under the domain of humans, while the latter studies wild animals with respect to ecological processes. Each of these approaches addresses certain aspects of the lives of animals living in the world though neither, we argue, tells us important information about the welfare of wild animals. This paper argues (...) for the development of a new scientific discipline ‘welfare biology’ to address these issues and more, given the deficiencies of pre-existing life science disciplines to research the subject. Welfare biology is the study of the welfare of all living beings who have a welfare, with a value orientation toward promoting that welfare, regardless of the beings’ situation or relationship to humans and our activities. (shrink)

Part of understanding the meaning and power of algorithms means asking what new demands they might make of ethical frameworks, and how they might be held accountable to ethical standards. I develop a definition of networked information algorithms as assemblages of institutionally situated code, practices, and norms with the power to create, sustain, and signify relationships among people and data through minimally observable, semiautonomous action. Starting from Merrill’s prompt to see ethics as the study of “what we ought to do,” (...) I examine ethical dimensions of contemporary NIAs. Specifically, in an effort to sketch an empirically grounded, pragmatic ethics of algorithms, I trace an algorithmic assemblage’s power to convene constituents, suggest actions based on perceived similarity and probability, and govern the timing and timeframes of ethical action. (shrink)

This paper explores the distinctive features of the critical agenda associated with the ‘Social Life of Methods’. I argue that although this perspective can be associated with the increasing interest, often associated with scholars in Science and Technology Studies, to reflect on how methods can become objects of inquiry, it also needs to be rooted in the current crisis of positivist methods. I identify the challenge for positivism in terms of the decreasing ability of its procedures to effectively organize increasingly (...) ‘lively’ sources of standardized data, which can now be assembled using aesthetic registers. In developing this argument, I dispute the idea that this development is due to historical shifts linked to the way that methodological devices are playing an increasingly significant role in contemporary social life, which might be argued by writers such as Thrift or Castells. I also argue that by opening up issues of method to the aesthetic, we also recast the relationship between theory and method, pointing to the exhaustion of a certain kind of cultural theory within the social sciences. I contextualize these issues by considering how methods are implicated in the intellectual differentiation between scientific and humanities expertise. Rather than conceiving the ‘Social Life of Methods’ in terms of the rise of instrumentalist modes of governance, it is preferable to place it within the dialectic of transparency and the relationship between the implicit and explicit. These issues are addressed through introducing the papers in the special issue. (shrink)

Wicked problems’ are tricky to solve because of their many interconnected components and a lack of any single optimal solution. At the science–policy interface, all problems can look wicked: research exposes the complexity that is relevant to designing, executing and implementing policy fit for ambitious human needs. Expertise in philosophical research can help to navigate that complexity.

Neonatal extracorporeal membrane oxygenation (ECMO), a technology for the treatment of respiratory failure in newborns, is used as a case study to examine statistical and ethical aspects of clinical trials and to illustrate a proposed 'ethics of evidence', an approach to medical uncertainty within the context of contemporary biomedical ethics. Discussion includes the twofold aim of the ethics of evidence: to clarify the role of uncertainty and scientific evidence in medical decision-making, and to call attention to the need to confront (...) the irreducible nature of uncertainty. (shrink)

New York Times best-selling author offers a groundbreaking approach to activate the subconscious brain to set yourself free from your past and create a terrific future. Can you remember a time in your life when you felt absolutely confident, happy, and free? Imagine what your life would be like if you could live in that space... In this book, Dr. Mike Dow shares a groundbreaking, life-changing program he created: Subconscious Visualization Technique (SVT). Now, if you think the subconscious brain (...) is some woo-woo pseudoscience, prepare to have your mind blown. The cutting-edge research, protocol, and audio tracks Mike offers will help you speak directly to your subconscious brain and tap into your greatest strengths, gifts, and resources. His program, the first of its kind, starts with cognitive behavioral therapy (CBT), then incorporates various types of subconscious tools: mindfulness, guided visualization, audio-visual entrainment, and bilateral stimulation of the brain and body. Your subconscious can change the way you digest food, help you access memories and repressed feelings, boost your immune system, and activate mindbody healing so that you don't have to constantly treat your symptoms. Some examples of syndromes that SVT can treat include chronic pain, fibromyalgia, leaky gut, irritable bowel syndrome (IBS), migraines, anxiety disorders, and more! SVT helps you access the best parts of yourself and move into your true self. In short, your subconscious brain can change your life!" -- ONIX annotation. (shrink)

Notwithstanding its obvious educational importance, the idea of an ethics of belief has been little explored by educational philosophers. The notion turns out to be more complex and to involve more difficulties than is usually supposed. Exploring these complexities and difficulties opens up many avenues of philosophical and educational inquiry. These in turn can enrich our reflections on contemporary educational developments and on ethical aspects of teaching. In particular they alert us to the need for educational theorists to give overdue (...) attention to the intellectual virtues. (shrink)

Philosophical discussions of Molyneux's problem within contemporary philosophy of mind tend to characterize the problem as primarily concerned with the role innately known principles, amodal spatial concepts, and rational cognitive faculties play in our perceptual lives. Indeed, for broadly similar reasons, rationalists have generally advocated an affirmative answer, while empiricists have generally advocated a negative one, to the question Molyneux posed after presenting his famous thought experiment. This historical characterization of the dialectic, however, somewhat obscures the role Molyneux's problem has (...) played in spawning debates within the empiricist tradition. Fortunately, the differences between various empiricist accounts have been widely recognized and discussed among historians of philosophy working on the topic. The focus of the present essay is to develop an interpretation of John Locke's views on Molyneux's problem that best coheres with his other views on human understanding as well as with the predominant scientific opinion about the nature of perception during the period in which he lived. (shrink)

Perhaps the greatest impediment to a viable libertarianism is the provision of a satisfactory explanation of how actions that are undetermined by an agent's character can still be under the control of, or ‘up to’, the agent. The ‘luck problem’ has been most assiduously examined by Robert Kane who supplies a detailed account of how this problem can be resolved. Although Kane's theory is innovative, insightful, and more resourceful than most of his critics believe, it ultimately cannot account for the (...) type of control that moral responsibility and (ultimate) agency legitimately require. (shrink)

In the business world, one of the key challenges is how to survive in ever changing business environments and outperforming the competitors, while keeping the operational cost at minimum and profits at maximum level. In other words, this can be described as the problem of improving operational efficiency and reducing cost. Over the past few years due to global financial challenges, it has become even more important to improve the operational efficiency and reduce costs to survive through these tough conditions. (...) Like other successful implementations of Lean philosophy, especially in automobile, aerospace, steel and healthcare, it can be applied in cable manufacturing to achieve competitive, sustainable and profitable processes. The main focus of Lean philosophy is to create value for the stakeholders and end customers by reducing the non-value added activities or waste, and laying a strong foundation towards sustainable growth, by focusing on continuous process improvement. The overall philosophy provides a focused approach for continuous process improvement and the targeting of a variety of tools and methods to bring improvements. This paper presents case studies for Lean scheduling of manufacturing processes and exemplify how Lean scheduling processes allow organisations to maintain the continuous improvement philosophy. This paper also addresses the key elements of rescheduling processes i.e. how to schedule and when to schedule. Further, the paper will exemplify key benefits of Lean scheduling and how the Cable industry could benefit from the proposed approach. (shrink)

This paper employs ethnographic research methods to study a Buddhist meditation practice that takes the walking body as its object. The mundane act of walking is transformed into a meditative object for the purpose of refining states of embodied consciousness. This meditation practice offers a glimpse of the relationship of body to mind, a fundamental concern within the philosophy of mind. The analytic focus of this paper is the practical nature of meditation work. Aspects of Buddhist Philosophy are explored and (...) compared to analytic themes within Phenomenology and Ethnomethodology. (shrink)

Philosophers and psychologists have long worried that the human tendency to anthropomorphize leads us to err in our understanding of nonhuman minds. This tendency, which I call intuitive anthropomorphism, is a heuristic used by our unconscious folk psychology to understand nonhuman animals. The dominant understanding of intuitive anthropomorphism underestimates its complexity. If we want to understand and control intuitive anthropomorphism, we must treat it as a cognitive bias and look to the empirical evidence. This evidence suggests that the most common (...) control for intuitive anthropomorphism, Morgan’s Canon, should be rejected, while others are incomplete. It also suggests new approaches. (shrink)

ABSTRACTFacial expressions play a central role in diverse areas of psychology. However, facial stimuli are often only validated by adults, and there are no face databases validated by school-aged c...

Volume 29, Issue 4, October-December, Page 275-277.

Philosophers and psychologists make many different, seemingly incompatible parsimony claims in support of competing models of cognition in nonhuman animals. This variety of parsimony claims is problematic. Firstly, it is difficult to justify each specific variety. This problem is especially salient for Morgan's Canon, perhaps the most important variety of parsimony claimed. Secondly, there is no systematic way of adjudicating between particular claims when they conflict. I argue for a view of parsimony in comparative psychology that solves these problems, based (...) on Sober's view that parsimony claims are claims that one model is more plausible given background theory. (shrink)

Over the last decade, fully distributed models have become dominant in connectionist psychological modelling, whereas the virtues of localist models have been underestimated. This target article illustrates some of the benefits of localist modelling. Localist models are characterized by the presence of localist representations rather than the absence of distributed representations. A generalized localist model is proposed that exhibits many of the properties of fully distributed models. It can be applied to a number of problems that are difficult for fully (...) distributed models, and its applicability can be extended through comparisons with a number of classic mathematical models of behaviour. There are reasons why localist models have been underused, though these often misconstrue the localist position. In particular, many conclusions about connectionist representation, based on neuroscientific observation, can be called into question. There are still some problems inherent in the application of fully distributed systems and some inadequacies in proposed solutions to these problems. In the domain of psychological modelling, localist modelling is to be preferred. Key Words: choice; competition; connectionist modelling; consolidation; distributed; localist; neural networks; reaction-time. (shrink)