Whereas a growing bulk of work has demonstrated that both adults and children are sensitive to frequently occurring word sequences, little is known about the potential role of meaning in the processing of such multiword chunks. Here, we take a first step toward assessing the contribution of meaningfulness in the processing of multiword sequences, using items that varied in chunk meaningfulness. In a phrasal-decision study, we compared reaction times for triads of three-word sequences, corresponding to idiomatic expressions, compositional phrases, (...) and phrasal fragments, while controlling for phrase and substring frequencies. Chunk meaningfulness, as assessed by a separate subjective rating study, was found to speed up decision times for all three types of strings: The more meaningful a multiword sequence was judged to be, the faster it was processed, independently of whether it was idiomatic, compositional in nature, or a phrasal fragment. These results highlight the importance of taking meaning into account when considering the processing of multiword chunks, consistent with predictions of construction-based approaches to language. (shrink)

Prelinguistic infants must find a way to isolate meaningful chunks from the continuous streams of speech that they hear. BootLex, a new model which uses distributional cues to build a lexicon, demonstrates how much can be accomplished using this single source of information. This conceptually simple probabilistic algorithm achieves significant segmentation results on various kinds of language corpora - English, Japanese, and Spanish; child- and adult-directed speech, and written texts; and several variations in coding structure - and reveals (...) which statistical characteristics of the input have an influence on segmentation performance. BootLex is then compared, quantitatively and qualitatively, with three other groups of computational models of the same infant segmentation process, paying particular attention to functional characteristics of the models and their similarity to human cognition. Commonalities and contrasts among the models are discussed, as well as their implications both for theories of the cognitive problem of segmentation itself, and for the general enterprise of computational cognitive modeling. (shrink)

Contemporary art can seem chaotic: it may be made of toilet paper, candies you can eat, or meat that is thrown out after each exhibition. Some works fill a room with obsessively fabricated objects, while others purport to include only concepts, thoughts, or language. Immaterial argues that, despite these unruly appearances, making rules is a key part of what many contemporary artists do when they make their works, and these rules can explain disparate developments in installation art, conceptual art, time-based (...) media art, and participatory art. -/- Sherri Irvin shows how rules are now an artistic medium: they are part of the work's structure and shape what it expresses. Rules are meaningful in themselves and help to activate the meanings of non-art materials and found objects, so audiences need to know about the rules to get the most out of their art experiences. Loss of information about the rules, like loss of a chunk of marble, can seriously damage the work, and preserving rules as well as objects is reshaping how museums maintain their collections. Where rules collide with real-world circumstances, they may be broken maliciously, mistakenly, or for good reasons, threatening the work's meanings and sometimes its very existence. -/- Should we celebrate the prominence of rules in contemporary art? Irvin argues that, while rules aren't always used well, they can be used to create distinctive meanings and provide powerful immersive experiences not achievable through any other means. (shrink)

How linguistic structures evolve so as to become easier to process is addressed by Isbilen and Christiansen for the Now‐or‐Never bottleneck. The authors suggest that this fundamental challenge in language processing is coped with by rapid compression of the transient linguistic input into chunks then to be passed on. As linguistic structures that can be chunked more easily tend to stabilize and proliferate, language evolves to fit learners’ cognitive capabilities.

The last decade has witnessed the mass distribution and adoption of smart home systems and devices powered by artificial intelligence systems ranging from household appliances like fridges and toasters to more background systems such as air and water quality controllers. The pervasiveness of these sociotechnical systems makes analyzing their ethical implications necessary during the design phases of these devices to ensure not only sociotechnical resilience, but to design them for human values in mind and thus preserve meaningful human control (...) over them. This paper engages in a conceptual investigations of how meaningful human control over smart home devices can be attained through design. The value sensitive design (VSD) approach is proposed as a way of attaining this level of control. In the proposed framework, values are identified and defined, stakeholder groups are investigated and brought into the design process and the technical constraints of the technologies in question are considered. The paper concludes with some initial examples that illustrate a more adoptable way forward for both ethicists and engineers of smart home devices. (shrink)

In this paper we introduce a paraconsistent reasoning strategy, Chunk and Permeate. In this, information is broken up into chunks, and a limited amount of information is allowed to flow between chunks. We start by giving an abstract characterisation of the strategy. It is then applied to model the reasoning employed in the original infinitesimal calculus. The paper next establishes some results concerning the legitimacy of reasoning of this kind - specifically concerning the preservation of the consistency of (...) each chunk and concludes with some other possible applications and technical questions. (shrink)

Dirac’s treatment of his well known Delta function was apparently inconsistent. We show how to reconstruct his reasoning using the inconsistency-tolerant technique of Chunk and Permeate. In passing we take note of limitations and developments of that technique.

The computations involved in statistical learning have long been debated. Here, we build on work suggesting that a basic memory process, chunking, may account for the processing of statistical regularities into larger units. Drawing on methods from the memory literature, we developed a novel paradigm to test statistical learning by leveraging a robust phenomenon observed in serial recall tasks: that short‐term memory is fundamentally shaped by long‐term distributional learning. In the statistically induced chunking recall (SICR) task, participants are exposed to (...) an artificial language, using a standard statistical learning exposure phase. Afterward, they recall strings of syllables that either follow the statistics of the artificial language or comprise the same syllables presented in a random order. We hypothesized that if individuals had chunked the artificial language into word‐like units, then the statistically structured items would be more accurately recalled relative to the random controls. Our results demonstrate that SICR effectively captures learning in both the auditory and visual modalities, with participants displaying significantly improved recall of the statistically structured items, and even recall specific trigram chunks from the input. SICR also exhibits greater test–retest reliability in the auditory modality and sensitivity to individual differences in both modalities than the standard two‐alternative forced‐choice task. These results thereby provide key empirical support to the chunking account of statistical learning and contribute a valuable new tool to the literature. (shrink)

What principles and mechanisms allow humans to encode complex 3D information, and how can it be so fast, so accurately and so flexibly transformed into coordinated action? How do these processes work when developed to the limit of human physiological and cognitive capacity—as they are in high-speed sports, such as alpine skiing or motor racing? High-speed sports present not only physical challenges, but present some of the biggest perceptual-cognitive demands for the brain. The skill of these elite athletes is in (...) many ways an attractive model for studying human performance “in the wild”, and its neurocognitive basis. This article presents a framework theory for how these abilities may be realized in high-speed sports. It draws on a careful analysis of the case of the motorsport athlete, as well as theoretical concepts from: (1) cognitive neuroscience of wayfinding, steering, and driving; (2) cognitive psychology of expertise; (3) cognitive modeling and machine learning; (4) human-in-the loop modellling in vehicle system dynamics and human performance engineering; (5) experimental research (in the laboratory and in the field) on human visual guidance. The distinctive contribution is the way these are integrated, and the concept ofchunkingis used in a novel way to analyze a high-speed sport. The mechanisms invoked are domain-general, and not specific to motorsport or the use of a particular type of vehicle (or any vehicle for that matter); theegocentric chunking hypothesisshould therefore apply to any dynamic task that requires similar core skills. It offers a framework for neuroscientists, psychologists, engineers, and computer scientists working in the field of expert sports performance, and may be useful in translating fundamental research into theory-based insight and recommendations for improving real-world elite performance. Specific experimental predictions and applicability of the hypotheses to other sports are discussed. (shrink)

Behavioral studies on language processing rely on the eye-mind assumption, which states that the time spent looking at text is an index of the time spent processing it. In most cases, relatively shorter reading times are interpreted as evidence of greater processing efficiency. However, previous evidence from L2 research indicates that non-native participants who present fast reading times are not always more efficient readers, but rather shallow parsers. Because earlier studies did not identify a reliable predictor of variability in L2 (...) processing, such uncertainty around the interpretation of reading times introduces a potential confound that undermines the credibility and the conclusions of online measures of processing. The present study proposes that a recently developed modulator of online processing efficiency, namely, chunking ability, may account for the observed variability in L2 online reading performance. L1 English – L2 Spanish learners’ eye movements were analyzed during natural reading. Chunking ability was predictive of overall reading speed. Target relative clauses contained L2 Verb-Noun multiword units, which were manipulated with regards to their L1-L2 congruency. The results indicated that processing of the L1-L2 incongruent units was modulated by an interaction of L2 chunking ability and level of knowledge of multiword units. Critically, the data revealed an inverse U-shaped pattern, with faster reading times in both learners with the highest and the lowest chunking ability scores, suggesting fast integration in the former, and lack of integration in the latter. Additionally, the presence of significant differences between conditions was correlated with individual chunking ability. The findings point at chunking ability as a significant modulator of general L2 processing efficiency, and of cross-language differences in particular, and add clarity to the interpretation of variability in the online reading performance of non-native speakers. (shrink)

There are two main approaches to how statistical patterns are extracted from sequences: The transitional probability approach proposes that statistical learning occurs through the computation of probabilities between items in a sequence. The chunking approach, including models such as PARSER and TRACX, proposes that units are extracted as chunks. Importantly, the chunking approach suggests that the extraction of full units weakens the processing of subunits while the transitional probability approach suggests that both units and subunits should strengthen. Previous findings (...) using sequentially organized, auditory stimuli or spatially organized, visual stimuli support the chunking approach. However, one limitation of prior studies is that most assessed learning with the two-alternative forced-choice task. In contrast, this pre-registered experiment examined the two theoretical approaches in sequentially organized, visual stimuli using an online self-paced task—arguably providing a more sensitive index of learning as it occurs—and a secondary offline familiarity judgment task. During the self-paced task, abstract shapes were covertly organized into eight triplets (ABC) where one in every eight was altered (BCA) from the canonical structure in a way that disrupted the full unit while preserving a subunit (BC). Results from the offline familiarity judgment task revealed that the altered triplets were perceived as highly familiar, suggesting the learned representations were relatively flexible. More importantly, results from the online self-paced task demonstrated that processing for subunits, but not unit-initial stimuli, was impeded in the altered triplet. The pattern of results is in line with the chunking approach to statistical learning and, more specifically, the TRACX model. (shrink)

In the paper of Brown and Priest 2004, the authors developed the chunk and permeate method, which they described as a ?paraconsistent reasoning strategy?. There it is suggested that the method of chunk and permeate could apply to the historical infinitesimal calculus. However, no attempt was made to look at actual historical examples. In this paper, I show that the method of chunk and permeate can indeed apply, as a rational reconstruction, to certain of Isaac Newton's arguments that use infinitesimals. (...) This rational reconstruction maintains and uses, rather than sidesteps, the apparent contradictions in Newton's arguments. The applicability of chunk and permeate to other historical arguments, e.g. of Leibniz/L'Hospital and Fermat, has also been investigated and will be communicated in future publications. (shrink)

Cowan defines a chunk as “a collection of concepts that have strong associations to one another and much weaker associations to other chunks currently in use.” This definition does not impose any constraints on the nature and number of elements that can be bound into a chunk. We present an experiment to demonstrate that such limitations exist for visual short-term memory, and that their analysis may lead to important insights into properties of visual memory.

Niels Bohr’s model of the hydrogen atom is widely cited as an example of an inconsistent scientific theory because of its reliance on classical electrodynamics together with assumptions about interactions between matter and electromagnetic radiation that could not be reconciled with CED. This view of Bohr’s model is controversial, but we believe a recently proposed approach to reasoning with inconsistent commitments offers a promising formal reading of how Bohr’s model worked. In this paper we present this new way of reasoning (...) with inconsistent commitments and compare it with other approaches before applying it to Bohr’s model and offering some suggestions for how it might be extended to account for subsequent developments in old quantum theory. (shrink)

Second-language learners rarely arrive at native proficiency in a number of linguistic domains, including morphological and syntactic processing. Previous approaches to understanding the different outcomes of first- versus second-language learning have focused on cognitive and neural factors. In contrast, we explore the possibility that children and adults may rely on different linguistic units throughout the course of language learning, with specific focus on the granularity of those units. Following recent psycholinguistic evidence for the role of multiword chunks in online (...) language processing, we explore the hypothesis that children rely more heavily on multiword units in language learning than do adults learning a second language. To this end, we take an initial step toward using large-scale, corpus-based computational modeling as a tool for exploring the granularity of speakers' linguistic units. Employing a computational model of language learning, the Chunk-Based Learner, we compare the usefulness of chunk-based knowledge in accounting for the speech of second-language learners versus children and adults speaking their first language. Our findings suggest that while multiword units are likely to play a role in second-language learning, adults may learn less useful chunks, rely on them to a lesser extent, and arrive at them through different means than children learning a first language. (shrink)

A number of paradigms have been proposed to understand the sources of meaningful work, but a non-Western approach has attracted little attention. Because some authors have argued that meaningful work has positive valence that has eudaimonic rather than hedonic content, a virtue-ethics approach to meaningful work has been used. Virtue ethicists acknowledge that our work and places of employment have a profound influence in shaping our character and living a fulfilled life. This study aims to make a (...) theoretical contribution toward an understanding of meaningful work from a virtue-ethics framework that is culturally meaningful and ethically relevant to Filipino realities and their distinct national heritage. It develops a conceptual model for a Filipino view of meaningful work that could guide both researchers and practitioners in business ethics by explaining what makes work meaningful, justifying why this is important, and presenting some examples of concrete measures that management can utilize to promote meaningful work in the Philippine workplace. By integrating Filipino virtues in conceptualizing meaningful work, I believe that a theoretical advancement is made toward a pluralistic and multicultural understanding of the concept, especially through the lens of virtue-ethics. (shrink)

Journal Name: Cognitive Linguistics Issue: Ahead of print.

(Pdf updated to final, slightly revised version of November 2010) -/- Almost everyone would prefer to lead a meaningful life. But what is meaning in life and what makes a life meaningful? I argue, first, for a new analysis of the concept of meaningfulness in terms of the appropriateness of feelings of fulfilment and admiration. Second, I argue that while the best current conceptions of meaningfulness, such as Susan Wolf’s view that in a meaningful life ‘subjective attraction (...) meets objective attractiveness’, do a fairly good job capturing meaningfulness at a time, we need an account that makes sense of the intimate connection between meaningfulness and having a direction in one’s life. According to the Teleological View I propose, what makes a single chapter of a life most meaningful is success in reaching central, objectively valuable goals as a result of exercising essential human capacities. Life as a whole is most meaningful when past efforts increase the success of future goal-setting, goal-seeking, and goal-reaching, so that the life forms a coherent whole without being dedicated to a single aim. Since coherence in this sense is a holistic property of a life, global prudential value is not a function of local prudential values. I suggest that just as pleasure is the final good of human beings as subjects of experience, meaningfulness is the final good of human beings as active agents. (shrink)

This book develops the view that meaningful work is central in human flourishing. The author defends a pluralistic account of what makes work meaningful, arguing that work can be meaningful in virtue of developing capabilities, supporting virtues, providing a purpose, or integrating elements of a worker's life.

Much of Halford et al.'s discussion of vector models for representing relations concerns the perceived inadequacies of alternative methods with respect to chunking, binding, systematicity, and resource requirements. Vector-based models for storing relations are in their infancy, however, and the relative merits of different schemes are not so clearly in favor of their STAR scheme as Halford et al. portray.

In liberal political theory, meaningful work is conceptualised as a preference in the market. Although this strategy avoids transgressing liberal neutrality, the subsequent constraint upon state intervention aimed at promoting the social and economic conditions for widespread meaningful work is normatively unsatisfactory. Instead, meaningful work can be understood to be a fundamental human need, which all persons require in order to satisfy their inescapable interests in freedom, autonomy, and dignity. To overcome the inadequate treatment of meaningful (...) work by liberal political theory, I situate the good of meaningful work within a liberal perfectionist framework, from which standpoint I develop a normative justification for making meaningful work the object of political action. To understand the content of meaningful work, I make use of Susan Wolf’s distinct value of meaningfulness, in which she brings together the dimensions of objectivity and subjectivity into the ‘bipartite value’ of meaningfulness (BVM) (Wolf, Meaning in life and why it matters, 2010). However, in order to be able to incorporate the BVM into our lives, we must become valuers, that is, co-creators of values and meanings. This demands that we acquire the relevant capabilities and status as co-authorities in the realm of value. I conclude that meaningful work is of first importance because it is a fundamental human need, and that society ought to be arranged to allow as many people as possible to experience their work as meaningful through the development of the relevant capabilities. (shrink)

As automating technologies are increasingly integrated into workplaces, one concern is that many of the human workers who remain will be relegated to more dull and less positively impactful work. This paper considers two rival theories of meaningful work that might be used to evaluate particular implementations of automation. The first is achievementism, which says that work that culminates in achievements to workers’ credit is especially meaningful; the other is the practice view, which says that work that takes (...) the form of an open-ended practice is especially meaningful. Of the two, the practice view is the better tool for assessing the future of meaningful work, because achievementism is explanatorily inadequate in two ways. Moreover, the practice view can explain why the most meaningful forms of work cannot be automated. A procedure can only be automated as long as the steps are defined, whereas, in such work, which steps to take is indefinitely open to redefinition. This reveals the real threat to meaningful work to be a political-economic one. The relevant ethical questions there have to do with how much creative control workers retain in crafting their own jobs, when those jobs involve meaningful work in collaboration with machines; and how to liberate workers from jobs that do not involve meaningful work, which should be left to machines anyway. (shrink)

This article proffers a personhood-based conception of a meaningful life. I look into the ethical structure of the salient idea of personhood in African philosophy to develop an account of a meaningful life. In my view, the ethics of personhood is constituted by three components, namely (1) the fact of being human, which informs (2) a view of moral status qua the capacity for moral virtue, and (3) which specifies the final good of achieving or developing a morally (...) virtuous character. In light of the ethics of personhood, I will propose the view that a meaningful life is a function of achieving moral excellence or perfection. The moral perfection proposed here, to embody a meaningful life, is of a deontological and satisficing kind. The achievement of satisfactory levels of moral excellence, within sociopolitical and moral limits, captures the essence of a meaningful life. I conclude the article by considering objections against the view proposed here. (shrink)

Any liberal argument for incorporating meaningful work within a theory of justice inherits a burden of proof to show why it does not fall to the objection that privileging the work process valorizes particular ideas about the good and thereby unfairly privileges some persons over others. Existing liberal defences of meaningful work, which rely on the formative effects of work in contemporary economies, have a limited scope of appeal and do not provide a convincing reply to the objection. (...) The paper offers an alternative reply by arguing that meaningful work, understood as a person-engaging social contribution, is intimately connected through reciprocity to the fundamental political idea of society as a system of cooperation between free and equal participating members. This makes the opportunity to engage in meaningful work a social basis of self-respect. (shrink)

Educational inclusion remains an area of controversy. While there is a strong moral consensus that children ought to experience a meaningful education irrespective of their ability, the application of this inclusive moral commitment to substantive questions of educational policy and teacher practice remains contentious. In this chapter I argue that the debate over educational inclusion is informed by two rival concepts of education and that the analysis of education foregrounded by the philosopher R.S. Peters can be applied in order (...) to develop a more nuanced account of meaningful access for all students. (shrink)

In this paper I discuss a new conception that has arrived relatively recently on the scene, in the context of the debate over the inclusion of transwomen (hereafter TW) in female sport. That conception is ‘Meaningful Competition’ (hereafter MC) – a term used by some of those who advocate for the inclusion of TW in female sport if and only if they reduce their testosterone levels. I will argue that MC is not fair. I understand MC as a substitute (...) concept, as an attempt to substitute for the perfectly serviceable concept of fair competition. It is an attempt at conceptual engineering that should be resisted. This is important because some International Federations have accepted MC as good coin, and the underlying theory of MC, which I explicate for the first time, underpins the stance taken by the IOC (International Olympic Committee) in its Framework Document. To establish that the inclusion of TW in female sport meets the criteria of MC in the sense I explicate here, does not show that the inclusion of TW in female sport is fair. Such inclusion is not fair, and the proper currency of sport is fair competition. ‘Meaningful Competition’, on the other hand, is a snare and a delusion. (shrink)

This paper argues that an adequate conception of a good life should recognize, in addition to happiness and morality, a third dimension of meaningfulness. It further proposes that we understand meaningfulness as involving both a subjective and an objective condition, suitably linked. Meaning arises when subjective attraction meets objective attractiveness. In other words one’s life is meaningful insofar as one is gripped or excited by things worthy of one’s love, and one is able to do something positive about it. (...) The paper concludes with some speculations about how this conception of meaningfulness might help to explain the conditions under which social volunteering can be especially rewarding. (shrink)

In the human quest for meaning, work occupies a central position. Most adults spend the majority of their waking hours at work, which often serves as a primary source of purpose, belongingness, and identity. In light of these benefits to employees and their organizations, organizational scholars are increasingly interested in understanding the factors that contribute to meaningful work, such as the design of jobs, interpersonal relationships, and organizational missions and cultures. In a separate line of inquiry, scholars of business (...) ethics have examined meaningful work as a moral issue concerning the management of others and ourselves, exploring whether there are definable characteristics of meaningful work to which we have moral rights, and whether there are moral duties to ourselves and others to fulfill those rights. In this article, we examine contemporary developments in both disciplines about the nature, causes, and consequences of meaningful work; we explore linkages between these disciplines; and we offer conclusions and research opportunities regarding the interface of ethical and organizational perspectives on performing and providing meaningful work. (shrink)

The concept of meaningful work is used to evaluate the quality of work. Typical cases of meaningless work that have been used to clarify this concept are assembly line work, and work involving other types of mindless tasks, but also David Graeber's ‘bullshit jobs’. I argue that there are at least two fundamental reasons to care about meaningful work: reasons from the wellbeing of the worker and reasons pertaining to meaningfulness of the worker's life. I first argue that (...) a concept of meaningful work needs to reflect these two values, but that these two values may come apart. Because of this, accounts that provide a single answer to the question to what extent a particular work context is meaningful work for a particular worker are unable to reflect these two values. I then survey three promising accounts of meaningful work: perfectionism, which captures the self-interested aspect of meaningful work well but fails to capture the meaningfulness aspect appropriately; consequentialism, which captures the meaningfulness aspect well but fails to capture the self-interested aspect; and Wolf's Fitting Fulfilment View of meaningful projects, which can be read as addressing both concerns but leads to implausible judgments about meaningful work. I then argue that we should conceive of the concerns that fall under the notion of meaningful work as two separate concepts and values. The best work incorporates both these dimensions but falling short on either dimension is problematic for different reasons. (shrink)