The article examines some aspects of Scheler’s view on affectivity, especially his hierarchical approach which is useful in solving difficulties in analysis of affectivity and helps to avoid downwards as well as upwards reductionism in considering intricacy of emotions. After presenting how Scheler delineates the four levels of feelings, critical observations are made as to points which should be developed or refined so that Scheler’s model could more broadly contribute to current debate over emotions and advancement (...) of the theory of affectivity. (shrink)

Motivation has been the subject of much research in the sport psychology literature, whereas athlete mental health has received limited attention. Motivational complexities in elite sport are somewhat reflected in the mental health literature, where there is evidence for both protective and risk factors for athletes. Notably, few studies have linked motivation to mental health. Therefore, the key objective of this study was to test four mental health outcomes in the motivational sequence posited by the Hierarchical Model of (...) Intrinsic and Extrinsic Motivation: motivational climate  basic psychological needs  motivation  mental health outcomes. Elite team-sport athletes (140 females, 75 males) completed seven psychometric inventories of motivation-related and mental health variables. Overall, the athletes reported positive motivational patterns, with autonomous motivation and task climate being more prevalent than their less adaptive counterparts. Elevated depressive symptoms and poor sleep quality affected nearly half of the cohort. Structural equation modelling supported pathways between motivational climate, basic needs, motivation, and mood, depressive symptoms, sleep quality, and trait anxiety. Specifically, a task climate was positively associated with the three basic psychological needs, and an ego climate was positively associated with competence. Autonomy and relatedness had positive and negative associations with autonomous and controlled forms of motivation, respectively. Controlled motivation regulations were positively associated with the four mental health outcomes. Integrated regulation had a negative association with anxiety, and intrinsic regulation had a positive association with depressive symptoms. These findings highlight the complexities of and interrelations between motivation and mental health among athletes, and support the importance of considering mental health as an outcome of motivation. (shrink)

The formation mechanism of innovation networks is one of the core issues in the current research of innovation networks, and proximity plays an important role in the formation and development of innovation networks; however, which proximity is more important and how different proximities interact remain to be further researched. This study conducts a social network analysis and adopts a spatial interaction model to examine innovation networks among 290 Chinese cities. The results reveal that, first, the hierarchical characteristics of (...) Chinese cities’ innovation networks reflect a core periphery structure and the spatial patterns of large dispersion and small agglomeration. Further, bound by the Hu line, the hierarchy is high in the east and low in the west. Second, geographical, institutional, and cognitive proximities positively affect Chinese cities’ innovation networking. Cognitive proximity, particularly, has the highest impact. Geographical proximity reinforces the effect of institutional proximity, and thus, their interactions are complementary. (shrink)

Recognized as a simple communicative behavior, referential pointing is cognitively complex because it invites a communicator to consider an addressee's knowledge. Although we know referential pointing is affected by addressees’ physical location, it remains unclear whether and how communicators’ inferences about addressees’ mental representation of the interaction space influence sensorimotor control of referential pointing. The communicative perspective-taking task requires a communicator to point at one out of multiple referents either to instruct an addressee which one should be selected (communicative, COM) (...) or to predict which one the addressee will select (non-communicative, NCOM), based on either which referents can be seen (Level-1 perspective-taking, PT1) or how the referents were perceived (Level-2 perspective-taking, PT2) by the addressee. Communicators took longer to initiate the movements in PT2 than PT1 trials, and they held their pointing fingers for longer at the referent in COM than NCOM trials. The novel findings of this study pertain to trajectory control of the pointing movements. Increasing both communicative and perspective-taking demands led to longer pointing trajectories, with an under-additive interaction between those two experimental factors. This finding suggests that participants generate communicative behaviors that are as informative as required rather than overly exaggerated displays, by integrating communicative and perspective-taking information hierarchically during sensorimotor control. This observation has consequences for models of human communication. It implies that the format of communicative and perspective-taking knowledge needs to be commensurate with the movement dynamics controlled by the sensorimotor system. (shrink)

The purpose of this article is to investigate how sex segregation, social class, and gender are analytically related to occupational stratification. Recent discussions of women and men in the labor force revolve around whether a sex-segregated model in which sex of the worker affects placement, a pure social class model using classical criteria, or a gendered social class model in which social organizational processes of a gendered social class structure affect positioning in the stratification system. (...) This article addresses the influence that social class and gender have on stratification in the labor market. Data from the 1972-82 General Social Survey on 371 occupations, representing 7,541 male and female workers, are used to formulate a social class scheme based on all workers' characteristics. In comparing the models, the analyses show that an integrated gendered social class perspective is consistent with the empirical differentiation found among women and men in the labor force. (shrink)

In this article, we develop a hierarchical Bayesian model of learning in a general type of artificial language‐learning experiment in which learners are exposed to a mixture of grammars representing the variation present in real learners’ input, particularly at times of language change. The modeling goal is to formalize and quantify hypothesized learning biases. The test case is an experiment (Culbertson, Smolensky, & Legendre, 2012) targeting the learning of word‐order patterns in the nominal domain. The model identifies (...) internal biases of the experimental participants, providing evidence that learners impose (possibly arbitrary) properties on the grammars they learn, potentially resulting in the cross‐linguistic regularities known as typological universals. Learners exposed to mixtures of artificial grammars tended to shift those mixtures in certain ways rather than others; the model reveals how learners’ inferences are systematically affected by specific prior biases. These biases are in line with a typological generalization—Greenberg's Universal 18—which bans a particular word‐order pattern relating nouns, adjectives, and numerals. (shrink)

This paper is focused on the theory of drives, particularly on its economic model, which was an integral part of Freud’s original formulation. Freud was aiming to make a link between the psychic energy of drives and the biophysical rules of nature. However, he was not able to develop this model into a comprehensive system linking the body and the mind. The further development of psychoanalytic theory, in various attempts to comprehend the theory of drives, can be described (...) as taking different approaches. Some of them equate drives with bodily impulses, others abandon the economic model, a few stay with Freud’s original model. I believe that the Friston notion of free energy and the hierarchical model of the brain allows us to develop this model and to integrate the economic model into some contemporary theories of drives. I argue against those theories equating drives with biological impulses. My arguments are supported by Freud’s project itself but also by recent developments within neuro-psychoanalysis describing the process of mentalizing homeostasis, interoceptive signals and relations with caregivers. I argue for those theories which see the drives as psychic forces, which through developmental processes and cathexes acquire aims and objects, and become intertwined with impulses originating internally and externally, such as affect, interoceptive impulses, perception of the external world, and impulses from erotogenic zones in particular. Here, I present my analysis of the compatibility and consistency of free energy and the hierarchical model perspective, and two psychoanalytical traditions of thoughts: French psychoanalysis and the post-Kleinian school of British psychoanalysis. In particular, my analysis focuses on the contemporary Kleinian notion of unconscious phantasies, especially Bronstein’s description of their semiotic aspects. Secondly, I look at Segal’s view of drives as dialectic forces of adaptation vs. conservatism. Analyzing the French tradition, I focus on Green’s perspective on the drives, Lacan’s distinction between drives and desire, and Penot’s description of the process of subjectivation. I conclude that free energy, as described by Friston, can be seen as a source of the drives’ energy and the process of minimizing it is an equivalent of what Freud described as binding the free energy, in which psychic unbound energy acquires distinctive features and becomes bound. (shrink)

In the evaluation of teaching quality, aiming at the shortcomings of slow convergence of BP neural network and easy to fall into local optimum, an online teaching quality evaluation model based on analytic hierarchy process and particle swarm optimization BP neural network is proposed. Firstly, an online teaching quality evaluation system was established by using the analytic hierarchy process to determine the weight of each subsystem and each index in the online teaching quality evaluation system and then combined with (...) actual experience, the risk value of each index was constructed according to safety regulations. The regression model is established through BP neural network, and the weight and threshold of the model are optimized by the particle swarm algorithm. Based on the online teaching quality evaluation model of BP neural network, the parameters of the model are constantly adjusted, the appropriate function is selected, and the particle swarm algorithm which is used in the training and learning process of the neural network is optimized. The scientificity of the questionnaire was verified by reliability and validity test. According to the scoring results and combined with the weight coefficient of each indicator in the online course quality evaluation index system, the key factors affecting the quality of online courses were obtained. Based on the survey data, descriptive statistics, analysis of variance, and Pearson’s correlation coefficient method are used to verify the research hypothesis and obtain valuable empirical results. By comparing the model with the standard BP model, the results show that the accuracy of the PSO-BP model is higher than that of the standard BP model and PSO-BP effectively overcomes the shortcomings of the BP neural network. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy of Music Education Review 13.1 (2005) 104-108 [Access article in PDF] A Response to Estelle R. Jorgensen, "Four Philosophical Models of the Relationship Between Theory and Practice" Randall Everett Allsup Teachers College, Columbia University Each of the four philosophical models that Estelle Jorgensen has put forth contests, adheres to, or adjusts the hierarchical relationships between dualities, specifically the theory and practice of musical learning. The dichotomy (...) class='Hi'>model faces binary associations head on, splitting existence however defined into dualisms like "this/that," "us/them," and "mind/body." Models of polarity, according to Jorgensen, accommodate dualities by buffering edges, emphasizing the interconnectedness of binary relationships. The fusion metaphor is exemplified by Paulo Freire's notion of praxis in which action and reflection are welded together to create hope for a new world, one free of the oppression and conflict that is inherent in binary relationships. The dialectical model is contrapuntal by nature, Edward Said would say.1This relationship highlights our postmodern devotion to différence by embracing the tension created through inclusion so that "this is with that," "we are with them and they are with us," and "mind is with body, just as body is with mind."2Perhaps there is a fifth model, a new kind of relationship where the oppositional or hierarchical nature of binaries co-exists peacefully without tension. [End Page 104] Such an arrangement is, I think, an outgrowth of capitalist democracy—it is, most especially, representative of our global, information age. This type of relationship is problematic philosophically, we will see, lacking as Jorgensen has outlined "logic evidenced in principles," "internal consistency," and "coherence within a unity or whole." Likewise for Bennett Reimer, this new mind-set fails the test of philosophical scrutiny, unconcerned as it is with a "reasoned, structured set of propositions."3 Whether philosophy or mind-set, this new arrangement has as much to do with freedom and free markets as it does with the particular conditions of both modernity and postmodernity.In the novel, White Noise, by Don DeLillo, the postmodern condition is represented in part by an "Airborne Toxic Event," a cloud of gas, Nyodene D, which floats above a tranquil All-American college town.4 A sense of crisis is felt, but felt obliquely and no one knows exactly what harm has been done. In Albert Camus' The Plague, by contrast, the disease that infests the North African town of Oran acts to awaken its citizenry, confronting the populace with the moral imperatives to fight or flee.5 Perhaps the metaphor of quarantine symbolizes the hard boundaries of modernism.Capitalism seeks to dissolve conflict. It operates silently, in the realm of social production, like a cloud of gas. Denise, Jack Gladney's daughter in White Noise, mumbles over and over in her sleep, "Toyota Corolla, Toyota Celica, Toyota Cressida...."6 There is a sense of ontological change, that the expanding reach of media, information, and technology rewires the way we think, the way we dream. Tensions are willed away. The expansion and survival of market shares, after all, depend on the peaceful erosion of boundaries—boundaries that demarcate what we learn, what we buy, and who we are.Questions about what this new system means—this new mind-set—are explored in a book called Empire by Michael Hardt and Antonio Negri.7 These writers posit a global world of communication, cooperation, and affect, where an increase in hybrids creates a kind of "omniversality" where the virtual, natural, and ideological converge.8 In the dialectical relationship that Jorgensen shares with writers like Paulo Freire and Maxine Greene, there is no acceptable synthesis, no peaceful co-existence, between oppressors and oppressed. While according to Freire, the oppressed may internalize or house characteristics of the oppressor. In the global world of capital, the oppositional nature of the Other is replaced by niches or fragments, dissolving differences into marketing opportunities, really. That the avant-garde no longer exists is proof of this new state.As the essentialist nature of the Other fades away... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy of Music Education Review 13.1 (2005) 104-108 [Access article in PDF] A Response to Estelle R. Jorgensen, "Four Philosophical Models of the Relationship Between Theory and Practice" Randall Everett Allsup Teachers College, Columbia University Each of the four philosophical models that Estelle Jorgensen has put forth contests, adheres to, or adjusts the hierarchical relationships between dualities, specifically the theory and practice of musical learning. The dichotomy (...) class='Hi'>model faces binary associations head on, splitting existence however defined into dualisms like "this/that," "us/them," and "mind/body." Models of polarity, according to Jorgensen, accommodate dualities by buffering edges, emphasizing the interconnectedness of binary relationships. The fusion metaphor is exemplified by Paulo Freire's notion of praxis in which action and reflection are welded together to create hope for a new world, one free of the oppression and conflict that is inherent in binary relationships. The dialectical model is contrapuntal by nature, Edward Said would say.1This relationship highlights our postmodern devotion to différence by embracing the tension created through inclusion so that "this is with that," "we are with them and they are with us," and "mind is with body, just as body is with mind."2Perhaps there is a fifth model, a new kind of relationship where the oppositional or hierarchical nature of binaries co-exists peacefully without tension. [End Page 104] Such an arrangement is, I think, an outgrowth of capitalist democracy—it is, most especially, representative of our global, information age. This type of relationship is problematic philosophically, we will see, lacking as Jorgensen has outlined "logic evidenced in principles," "internal consistency," and "coherence within a unity or whole." Likewise for Bennett Reimer, this new mind-set fails the test of philosophical scrutiny, unconcerned as it is with a "reasoned, structured set of propositions."3 Whether philosophy or mind-set, this new arrangement has as much to do with freedom and free markets as it does with the particular conditions of both modernity and postmodernity.In the novel, White Noise, by Don DeLillo, the postmodern condition is represented in part by an "Airborne Toxic Event," a cloud of gas, Nyodene D, which floats above a tranquil All-American college town.4 A sense of crisis is felt, but felt obliquely and no one knows exactly what harm has been done. In Albert Camus' The Plague, by contrast, the disease that infests the North African town of Oran acts to awaken its citizenry, confronting the populace with the moral imperatives to fight or flee.5 Perhaps the metaphor of quarantine symbolizes the hard boundaries of modernism.Capitalism seeks to dissolve conflict. It operates silently, in the realm of social production, like a cloud of gas. Denise, Jack Gladney's daughter in White Noise, mumbles over and over in her sleep, "Toyota Corolla, Toyota Celica, Toyota Cressida...."6 There is a sense of ontological change, that the expanding reach of media, information, and technology rewires the way we think, the way we dream. Tensions are willed away. The expansion and survival of market shares, after all, depend on the peaceful erosion of boundaries—boundaries that demarcate what we learn, what we buy, and who we are.Questions about what this new system means—this new mind-set—are explored in a book called Empire by Michael Hardt and Antonio Negri.7 These writers posit a global world of communication, cooperation, and affect, where an increase in hybrids creates a kind of "omniversality" where the virtual, natural, and ideological converge.8 In the dialectical relationship that Jorgensen shares with writers like Paulo Freire and Maxine Greene, there is no acceptable synthesis, no peaceful co-existence, between oppressors and oppressed. While according to Freire, the oppressed may internalize or house characteristics of the oppressor. In the global world of capital, the oppositional nature of the Other is replaced by niches or fragments, dissolving differences into marketing opportunities, really. That the avant-garde no longer exists is proof of this new state.As the essentialist nature of the Other fades away... (shrink)

This paper makes the two following claims: 1) The legal dimension of loyalty within organizations goes beyond duties. The governance design aimed at ensuring loyalty may strongly affect standards that characterize each layer of the organization. The interaction between standards of duty and the governance dimension of loyalty should, therefore, be more tailored to specific legal forms and their functional correlation with ownership and financing. 2) There is a greater divergence than has so far been acknowledged between the function of (...) loyalty in vertically integrated firms and in networks of small firms. This difference, created by the relationship between the duty and the governance dimensions, should have repercussions on the definitions of legal standards. In particular, it should reflect the different relationships between hierarchy, monitoring, and loyalty and the choice between prohibitory, authorization-based, and compensatory rules. The analysis concentrates on the key variables that may affect the choice between vertical and horizontal monitoring to ensure compliance with loyal behavior in two polar models: hierarchical firms and networks of small firms. It reveals the importance of considering the governance design when defining duties of loyalty and related standards to evaluate party-related transactions in both cases but, at the same time, the necessity of using different interpretive categories. (shrink)

Over twenty years of research have examined the cognitive consequences of positive affect states, and suggested that positive affect leads to a broadening of cognition (see review by Fredrickson, 2001). However, this research has primarily examined positive affect that is low in approach motivational intensity (e.g., contentment). More recently, we have systematically examined positive affect that varies in approach motivational intensity, and found that positive affect high in approach motivation (e.g., desire) narrows cognition, whereas positive affect low in approach motivation (...) broadens cognition (e.g., Gable & Harmon-Jones, Citation2008a; Harmon-Jones & Gable, 2009). In this article we will review past models and present a motivational dimension model of affect that expands understanding of how affective states influence attentional and cognitive breadth. We then review research that has varied the motivational intensity of positive and negative affect and found that affect of low motivational intensity broadens cognitive processes, whereas affect of high motivational intensity narrows cognitive processes. (shrink)

Serial entrepreneurship is a very common phenomenon in the world. Research on serial entrepreneurs is the core of understanding entrepreneurship and entrepreneurs, such as, why entrepreneurs insist on starting businesses many times? What affects the sustainability of entrepreneurship? Based on the interpretive structure model of systems engineering, this study constructs a hierarchical model of the factors affecting serial entrepreneurial intention, which proposed the basic conditions, key factors, and paths affecting serial entrepreneurial intention. Based on this, the (...) class='Hi'>hierarchical model of factors affecting serial entrepreneurial intention is also tested through a typical serial entrepreneurial case. The results show that: there are 16 factors affecting serial entrepreneurial intention, and each factor plays a role at a specific level; entrepreneurial expectations and identification and evaluation of opportunities are the key factors affecting serial entrepreneurial intention. We can improve the ability of the identification and evaluation of opportunities through entrepreneurial failure learning, and form reasonable entrepreneurial expectations; entrepreneurial cognitive schema and behavioral addiction tendency directly affect entrepreneurs’ identification and evaluation of opportunities; demographic factors, financial conditions, environmental conditions, and entrepreneurial experience are the basic conditions that affect serial entrepreneurial intention indirectly through emotional perception and motivation factors. (shrink)

The institutionalization of systems of informed consent in market economies has exaggerated rather than minimized the meritocractic effect of such economies. In developing economies, it may help reduce both inherent economic gaps and effects of inherited wealth. In both cases, the highest paid people are those whose performances evidence the highest hierarchical complexity, and lowest paid people have the lowest stages of performance. Society is stratified according to stage of performance. Postformal thought is more likely to develop in graduate (...) level education. Higher education has the effect of further stratifying individuals by stage of performance, rather than equalizing opportunity. (shrink)

Computational models of affect (CMAS), in their most common form, cannot take into account the qualitative (phenomenal) dimension of affect itself. Their expressivity can be extended, thus promoting the much sought-after standardization in the most theory-neutral way, using OWL (Web Ontology Language) and machine learning techniques. OWL is an expressive formal language, as well as an established open standard, and can be used to describe the models, possibly including qualitative entities at the fundamental level. The supervised machine learning techniques allow (...) the direct learning and application of models described as OWL ontologies. Thanks to human supervision (e.g. using datasets labeled by a human user), they can take into account the qualitative dimension of affect when the models warrant it. To further promote the aforementioned standardization, the task of classifying texts according to their affective content (known in computer science as "sentiment analysis") can be recommended as a way to assess the performance of the models. It is a multifaceted task, in which usually divergent fields as philosophy, psychology and computer science meet. Moreover, since it is a very current task in computer science, there are many resources available to facilitate the development of a standard benchmark for CMAS. (shrink)

We present a hierarchical integrated model of self-regulation in which executive function is the cognitive component of the model, together with emotional, behavioral, physiological, and genetic components. These five components in the model are reciprocally and recursively related. The model is supported by empirical evidence, primarily from a single longitudinal study with good measurement at each level of the model. We also find that the model is consistent with current thinking on related topics (...) such as cybernetic theory, the theory of allostasis and allostatic load, and the theory of skill development in harsh and unpredictable environments, referred to as “hidden talents.” Next, we present literature that the integrative processes are susceptible to environmental adversity, poverty-related risk in particular, while positive social interactions with caregivers would promote self-regulatory processes or mitigate the adverse effect of early risk on the processes. A hierarchical integrative model of self-regulation advances our understanding of self-regulatory processes. Future research may consider broader social contexts of the integrative self-regulation system, such as neighborhood/community contexts and structural racism. This can be an integral step to provide children with equitable opportunities to thrive, even among children living in socioeconomically and psychosocially disadvantaged environments. (shrink)

We explore the implications of a hierarchical structure, consisting of the higher order dimensions of nonspecific Positive Activation and Negative Activation and multiple specific negative affects and positive affects at the lower level. Emotional blends of the same valence are an essential part of this structure and form the basis of the higher order Negative and Positive Activation dimensions. Mixed cross-valence emotions are not central to this hierarchical scheme but are compatible with it. We examine the frequency of (...) pure emotional states, same-valence emotional blends, and cross-valence mixed emotions in a large momentary mood sample. (shrink)

This chapter presents emotion as a function of brain-body interaction, as a vital part of a multi-tiered phylogenetic set of neural mechanisms, evoked by both instinctive processes and learned appraisal systems, and argues to establish the primacy of emotion in relation to cognition. Primarily based on Damasio's somatic marker hypothesis, but also incorporating elements of Lazarus' appraisal theory, this paper presents a neuropedagogical model of emotion, the somatic appraisal model of affect (SAMA). SAMA identifies quintessential components, facets, and (...) functions of affect necessary to provide a new domain, namely educational neuroscience, with a basis on which to build a dynamic model of affect serving to critique traditional cognitivist-oriented curricula and instruction, and to inform an alternative: neuropedagogy. (shrink)

This chapter presents emotion as a function of brain‐body interaction, as a vital part of a multi‐tiered phylogenetic set of neural mechanisms, evoked by both instinctive processes and learned appraisal systems, and argues to establish the primacy of emotion in relation to cognition. Primarily based on Damasio's somatic marker hypothesis, but also incorporating elements of Lazarus' appraisal theory, this paper presents a neuropedagogical model of emotion, the somatic appraisal model of affect (SAMA). SAMA identifies quintessential components, facets, and (...) functions of affect necessary to provide a new domain, namely educational neuroscience, with a basis on which to build a dynamic model of affect serving to critique traditional cognitivist‐oriented curricula and instruction, and to inform an alternative: neuropedagogy. (shrink)

This article discusses work on implementing emotional and cultural models into synthetic graphical characters. An architecture, FAtiMA, implemented first in the antibullying application FearNot! and then extended as FAtiMA-PSI in the cultural-sensitivity application ORIENT, is discussed. We discuss the modelling relationships between culture, social interaction, and cognitive appraisal. Integrating a lower level homeostatically based model is also considered as a means of handling some of the limitations of a purely symbolic approach. Evaluation to date is summarised and future directions (...) discussed. (shrink)

Computational models of memory are often expressed as hierarchic sequence models, but the hierarchies in these models are typically fairly shallow, reflecting the tendency for memories of superordinate sequence states to become increasingly conflated. This article describes a broad-coverage probabilistic sentence processing model that uses a variant of a left-corner parsing strategy to flatten sentence processing operations in parsing into a similarly shallow hierarchy of learned sequences. The main result of this article is that a broad-coverage model with (...) constraints on hierarchy depth can process large newspaper corpora with the same accuracy as a state-of-the-art parser not defined in terms of sequential working memory operations. (shrink)

We review the psychological literature on the organization of valence, discussing theoretical perspectives that favor a single dimension of valence, multiple valence dimensions, and positivity and negativity as dynamic and flexible properties of mental experience that are contingent upon context. Turning to the neuroscience literature that spans three levels of analysis, we discuss how positivity and negativity can be represented in the brain. We show that the evidence points toward both separable and overlapping brain systems that support affective processes depending (...) on the level of resolution studied. We move from large-scale brain networks that underlie generalized processing, to functionally specific subcircuits, finally to intraregional neuronal distributions, where the organization and interaction across levels allow for multiple types of valence and mixed evaluations. (shrink)

We consider human performance on an optimal stopping problem where people are presented with a list of numbers independently chosen from a uniform distribution. People are told how many numbers are in the list, and how they were chosen. People are then shown the numbers one at a time, and are instructed to choose the maximum, subject to the constraint that they must choose a number at the time it is presented, and any choice below the maximum is incorrect. We (...) present empirical evidence that suggests people use threshold-based models to make decisions, choosing the first currently maximal number that exceeds a fixed threshold for that position in the list. We then develop a hierarchical generative account of this model family, and use Bayesian methods to learn about the parameters of the generative process, making inferences about the threshold decision models people use. We discuss the interesting aspects of human performance on the task, including the lack of learning, and the presence of large individual differences, and consider the possibility of extending the modeling framework to account for individual differences. We also use the modeling results to discuss the merits of hierarchical, generative and Bayesian models of cognitive processes more generally. (shrink)

The focus of this commentary is what Andy Clark takes to be the most groundbreaking of the philosophical import of the ‘bidirectional hierarchical model of brain functions’, namely, the claim that perceptual representations represent probabilities. This is what makes his account Bayesian and this is a philosophical or theoretical conclusion that neuroscientists and psychologists are also quick and happy to draw. My claim is that nothing in the ‘bidirectional hierarchical models of brain functions’ implies that perceptual representations (...) are probabilistic, or that they represent or ‘encode probability density distributions’. There is a much more parsimonious way of describing the representations in the bidirectional hierarchical model of brain functions: they attribute properties to objects (or to the perceived scene) that are not fully determinate. (shrink)

The Continuous Parameter Estimation Model is applied to develop individual genomic-level heritabilities for the latent hierarchical structure and developmental dynamics of Life History (LH) strategy LH strategies relate to the allocations of bioenergetic resources into different domains of fitness. LH has moderate to high population-level heritability in humans, both at the level of the high-order Super-K Factor and the lower-order factors, the K-Factor, Covitality Factor, and General Factor of Personality (GFP). Several important questions remain unexplored. We developed measures (...) of genome-level heritabilities employing an American sample of 316 monozygotic (MZ) and 274 dizygotic (DZ) twin dyads and a Swedish sample of 863 MZ and 475 DZ twin dyads. This novel heritability index measures individual genetic transmissibility, therefore opening new avenues for analyzing complex interactions among heritable traits inaccessible to standard structural equations methods. For these samples: (1) moderate to high heritability of factor loadings of Super-K on its lower-order factors is demonstrated, evidencing biological preparedness, genetic accommodation, and the gene-culture coevolution of biased epigenetic rules of development; (2) moderate to high heritability of the magnitudes of the effect of the higher-order factors upon their loadings on their constituent factors, evidencing genetic constraints upon phenotypic plasticity; and (3) that heritability of the LH factors, of factor loadings, and of the magnitudes of the correlations among factors are weaker among those with slower LH speeds, demonstrating that inter-individual variation in transmissibility is a function of individual socioecological selection pressures. (shrink)

(2013). Hierarchical Bayesian models as formal models of causal reasoning. Argument & Computation: Vol. 4, Formal Models of Reasoning in Cognitive Psychology, pp. 36-45. doi: 10.1080/19462166.2012.700321.

As a step towards comprehensive computer models of communication, and effective human machine dialogue, some of the relationships between communication and affect are explored. An outline theory is presented of the architecture that makes various kinds of affective states possible, or even inevitable, in intelligent agents, along with some of the implications of this theory for various communicative processes. The model implies that human beings typically have many different, hierarchically organized, dispositions capable of interacting with new information to produce (...) affective states, distract attention, interrupt ongoing actions, and so on. High "insistence" of motives is defined in relation to a tendency to penetrate an attention filter mechanism, which seems to account for the partial loss of control involved in emotions. One conclusion is that emulating human communicative abilities will not be achieved easily. Another is that it will be even more difficult to design and build computing systems that reliably achieve interesting communicative goals. (shrink)

Human control of action in routine situations involves a flexible interplay between (a) task-dependent serial ordering constraints; (b) top-down, or intentional, control processes; and (c) bottom-up, or environmentally triggered, affordances. In addition, the interaction between these influences is modulated by learning mechanisms that, over time, appear to reduce the need for top-down control processes while still allowing those processes to intervene at any point if necessary or if desired. We present a model of the acquisition and control of goal-directed (...) action that goes beyond existing models by operationalizing an interface between two putative systems—a routine and a non-routine system—thereby demonstrating how explicitly represented goals can interact with the emergent task representations that develop through learning in the routine system. The gradual emergence of task representations offers an explanation for the transfer of control with experience from the non-routine goal-based system to the routine system. At the same time it allows action selection to be sensitive both to environmental triggers and to biasing from multiple levels within the goal system. (shrink)

One of the main limitations of natural language‐based approaches to meaning is that they do not incorporate multimodal representations the way humans do. In this study, we evaluate how well different kinds of models account for people's representations of both concrete and abstract concepts. The models we compare include unimodal distributional linguistic models as well as multimodal models which combine linguistic with perceptual or affective information. There are two types of linguistic models: those based on text corpora and those derived (...) from word association data. We present two new studies and a reanalysis of a series of previous studies. The studies demonstrate that both visual and affective multimodal models better capture behavior that reflects human representations than unimodal linguistic models. The size of the multimodal advantage depends on the nature of semantic representations involved, and it is especially pronounced for basic‐level concepts that belong to the same superordinate category. Additional visual and affective features improve the accuracy of linguistic models based on text corpora more than those based on word associations; this suggests systematic qualitative differences between what information is encoded in natural language versus what information is reflected in word associations. Altogether, our work presents new evidence that multimodal information is important for capturing both abstract and concrete words and that fully representing word meaning requires more than purely linguistic information. Implications for both embodied and distributional views of semantic representation are discussed. (shrink)

Law seems to be irremediadibly connected to the experience of coercion and to a structure of hierarchy. This is so because it has traditionally been defined as a set of authoritative prescriptions, usually commands backed by the menace of a sanction, an evil eventually applied through the use of overwhelming violence. Law has also been related to some kind of structure or system which is intrinsically hierarchical, both in the sense of the hierarchy of people whose conduct is addressed (...) by the law and in the sense of the logical interdependence of the legal prescriptions themselves. The British legal philosopher H. L. A. Hart criticizes in his celabrated book The Concept of Law powerfully the command theory and also reshapes the theory of the hierarchical structure of rules. The paper will tries to follow Hart’s attack to the traditional imperativistic view and will then focus on his treatment of international law. The aim is to show on the one side how promising Hart’s approach could be, and on the other side how poor however his conceptualization of international law at the end of the day reveals to be. (shrink)

This paper presents a simple mathematical model that shows how economic inequality between social groups can arise and be maintained even when the only adaptive learning process driving cultural evolution increases individuals’ economic gains. The key assumptions are that human populations are structured into groups and that cultural learning is more likely to occur within than between groups. Then, if groups are sufficiently isolated and there are potential gains from specialization and exchange, stable stratification can sometimes result. This (...) model predicts that stratification is favored, ceteris paribus, by (1) greater surplus production, (2) more equitable divisions of the surplus among specialists, (3) greater cultural isolation among subpopulations within a society, and (4) more weight given to economic success by cultural learners. (shrink)

Law seems to be irremediadibly connected to the experience of coercion and to a structure of hierarchy. This is so because it has traditionally been defined as a set of authoritative prescriptions, usually commands backed by the menace of a sanction, an evil eventually applied through the use of overwhelming violence. Law has also been related to some kind of structure or system which is intrinsically hierarchical, both in the sense of the hierarchy of people whose conduct is addressed (...) by the law and in the sense of the logical interdependence of the legal prescriptions themselves. The British legal philosopher H. L. A. Hart criticizes in his celabrated book The Concept of Law powerfully the command theory and also reshapes the theory of the hierarchical structure of rules. The paper will tries to follow Hart’s attack to the traditional imperativistic view and will then focus on his treatment of international law. The aim is to show on the one side how promising Hart’s approach could be, and on the other side how poor however his conceptualization of international law at the end of the day reveals to be. (shrink)

Law is traditionally related to the practice of command and hierarchy. It seems that a legal rule should immediately establish a relation between a superior and an inferior. This hierarchical and authoritharian view might however be challenged once the phenomenology of the rule is considered from the internal point of view, that is, from the stance of those that can be said to “use” rather than to “suffer” the rules themselves. A practice oriented approach could in this way open (...) up a more liberal, and also somehow less parochial and ideological, road for legal theory. This is – it is argued in the paper – the programme, or better, the promise we can find in Herbert Hart’s main work, The Concept of Law. The article tries to render this promise more transparent while, nonetheless, not eschewing the blind sides of its narrative and argumentative strategy. (shrink)

At present, people mainly focus on health education for adolescents. The health education of adolescents is related to future of adolescents. In youth, their emotions are easily influenced. Therefore, this manuscript constructs an interactive health education model for adolescents through affective computing. Researchers in various countries have done a lot of research on human–computer interaction, and affective computing is one of the research hotspots. This manuscript aims to study the use of affective computing to construct an interactive health education (...) model for adolescents. It proposed an interactive emotional algorithm based on emotional computing and focuses on the ICABoost algorithm. The experimental results of this paper show that the surveyed junior high school students are divided into three grades: the first, second, and third grades. Among them, 11, 11, and 13 were mentally healthy, with a total percentage of only 18.5%; 16, 14, and 16 were moderately severe in health education, accounting for 24.3%. The percentage of severe cases was 29.6%. It can be seen that, through the investigation of this manuscript, it can be seen that today’s youth health education should be paid attention to. Only by constructing a corresponding interactive health education model for young people can we promote the comprehensive and healthy development of young people. (shrink)

Critical consideration is given the empirical evidence for psychological models of religious development, its supposed relationship to other domains of psychological development, and especially, moral development. Significant problems with stage conceptions in these models augur a fundamental rethinking of religious development as a construct in developmental psychology. Model of Hierarchical Complexity has demonstrable promise for enabling greater precision in constructs and methods. This may resolve some central problems and advance research in the field.

This paper aims to offer an account of affective experiences within Predictive Processing, a novel framework that considers the brain to be a dynamical, hierarchical, Bayesian hypothesis-testing mechanism. We begin by outlining a set of common features of affective experiences that a PP-theory should aim to explain: feelings are conscious, they have valence, they motivate behaviour, and they are intentional states with particular and formal objects. We then review existing theories of affective experiences within Predictive Processing and delineate two (...) families of theories: Interoceptive Inference Theories and Error Dynamics Theories. We highlight the strengths and shortcomings of each family of theories and develop a synthesis: the Affective Inference Theory. Affective Inference Theory claims that valence corresponds to the expected rate of prediction error reduction. In turn, the particular object of a feeling is the object predicted to be the most likely cause of expected changes in prediction error rate, and the formal object of a feeling is a predictive model of the expected changes in prediction error rate caused by a given particular object. Finally, our theory shows how affective experiences bias action selection, directing the organism towards allostasis and towards optimal levels of uncertainty in order to minimise prediction error over time. (shrink)