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1.
Human connectome studies suggest that the brain has a modular small world network structure with rich-club effect. Such structure emerges spontaneously in simple model neural networks, (e.g. coupled maps), through adaptive rewiring according to the dynamic functional connectivity. The utility of adaptive rewiring has so far exclusively been demonstrated for unweighted networks; it is anything but guaranteed to work as well for weighted networks. We investigate adaptive rewiring in weighted networks, comparing various right-skewed, symmetrical, and left-skewed fixed weight distributions. We examine how network clustering, path length, modularity, and rich club coefficients develop for weakly, intermediate and strongly coupled networks. At low coupling strength, the weight distribution, as well as episodes of functional synchrony, have a significant effect on network evolution. With increased coupling strengths, all weighted networks robustly develop architectures similar to the unweighted ones. Adaptive rewiring appears relatively ineffective in networks with (biologically implausibly) extreme right-skewed weight distributions but performed most economically in biologically plausible log-normal distributions. 相似文献
2.
Parsons BA 《American journal of community psychology》2007,39(3-4):405-409
The last decade or so has seen an increase in the rate of attention to systems change and the application of multiple theories to study and influence change in systems. This article considers how these theories, described in other articles in this issues, plus theories about complex adaptive systems open opportunities for us to continue to expand our repertoire of tools and methods to address systems change. These conceptual frameworks, tools, and methods are expected to help us increase our capacity to study and influence both planned and self-organizing systems change. New tools and methods have emerged and others are needed to help us continue to explore and influence the complex social systems within which we operate. 相似文献
3.
Pedro Marques-Quinteiro Catarina Marques Dos Santos Patrícia Costa Ana Margarida Graça João Marôco Ramón Rico 《European Journal of Work and Organizational Psychology》2020,29(4):525-540
ABSTRACT The current study builds on the non-linear Dynamic Systems (NDS) perspective to test the assumption that change in sickness absenteeism is non-linear, and that such change is due to workload, team adaptability and task cohesion. Participants were 37 firefighter teams (n = 250 individuals) from a main European capital city. The research hypotheses were tested using SPSS and the “cusp” package, in the statistical software R. The results suggest that change in sickness absenteeism behaviours over time is non-linear, with the cusp catastrophe model predicting such behaviours better than the linear and logistic models. In our model, task cohesion functions as an asymmetry factor (i.e., the independent variable that determines the strength and discrepancy between the two stable states of the dependent variable) leading to a linear change in sickness absenteeism. Interestingly, both workload and team adaptability function as bifurcation (i.e., the independent variable that determines the change between the two stable states of the order parameter) and asymmetry factors leading to non-linear and linear change in sickness absenteeism over time. This study contributes to the growing evidence that incorporating the NDS perspective enables a better understanding of action teams, namely those working in extreme environments. 相似文献
4.
Two experiments were designed to examine modeling influences on alcoholics' alcohol consumption. Three male alcoholics were paired with confederates, posing as alcoholics. In Experiment 1, alcoholic-confederate pairs participated in a 1-hour taste-rating task, which involved rating different wines on a list of adjectives. Experiment 2 consisted of 1-hour ad lib access to wine in a naturalistic bar setting. In both experiments, confederates alternated 15-minute periods of heavy and light consumption, drinking fluids resembling wine. The amount of wine consumed by alcoholics in each period was secretly recorded and the data examined on a single subject basis. In Experiment 1, two subjects increased and decreased consumption along with their confederate. The third subject followed the confederate's pattern only after the confederate demonstrated heavy consumption. All three subjects varied consumption with the confederate during Experiment 2, performed later on the same day. These results suggest that alcoholics' alcohol consumption can be modified by the social influences of modeling. The implications of this finding for the loss of control hypothesis and alcoholism treatment maintenance were discussed. 相似文献
5.
Christine Siegel 《Journal of School Psychology》2005,43(3):219
Qualitative research methods were employed to explore variations in teacher implementation of a research-based model of cooperative learning. Participants included five middle school math and science teachers who were trained in the Johnson, D.W. and Johnson, R.T. [Johnson, D. W., & Johnson, R. T. (1983). The socialization and achievement crisis: Are cooperative learning experiences the answer? Applied Social Psychology, 4, 199-124.] model of cooperative learning. Implementation was examined via interview and observation. Principles from cognitive psychology defined constructs for study, which included teacher concepts, plans, and enactment of cooperative learning in the classroom. Study design included features characteristic of ethnographic inquiry: prolonged engagement, purposeful sampling, persistent observation, multiple source data collection, and recursive interpretation. Triangulation of data sources revealed that relationships between concepts, plans and enactment were mediated by teaching style, teaching context, and degree of teaching expertise. Findings suggest that when attempting to implement cooperative learning lessons, teacher may benefit from attention to teacher and student roles, curricular requirements, instructional time, and classroom management skills. Findings further demonstrate the important contributions of qualitative research to the cooperative learning literature. 相似文献
6.
Complex systems are pervasive in the world around us. Making sense of a complex system should require that a person construct a network of concepts and principles about some domain that represents key (often dynamic) phenomena and their interrelationships. This raises the question of how expert understanding of complex systems differs from novice understanding. In this study we examined individuals’ representations of an aquatic system from the perspective of structural (elements of a system), behavioral (mechanisms), and functional aspects of a system. Structure-Behavior-Function (SBF) theory was used as a framework for analysis. The study included participants from middle school children to preservice teachers to aquarium experts. Individual interviews were conducted to elicit participants’ mental models of aquaria. Their verbal responses and pictorial representations were analyzed using an SBF-based coding scheme. The results indicated that representations ranged from focusing on structures with minimal understanding of behaviors and functions to representations that included behaviors and functions. Novices’ representations focused on perceptually available, static components of the system, whereas experts integrated structural, functional, and behavioral elements. This study suggests that the SBF framework can be one useful formalism for understanding complex systems. 相似文献
7.
Till Grüne-Yanoff 《Synthese》2009,169(3):539-555
It is often claimed that artificial society simulations contribute to the explanation of social phenomena. At the hand of
a particular example, this paper argues that artificial societies often cannot provide full explanations, because their models
are not or cannot be validated. Despite that, many feel that such simulations somehow contribute to our understanding. This
paper tries to clarify this intuition by investigating whether artificial societies provide potential explanations. It is
shown that these potential explanations, if they contribute to our understanding, considerably differ from potential causal
explanations. Instead of possible causal histories, simulations offer possible functional analyses of the explanandum. The paper discusses how these two kinds explanatory strategies differ, and how potential functional explanations can be
appraised. 相似文献
8.
Herding in financial markets refers to that investors are influenced by others. This study addresses the importance of consistency for herding. It is suggested that, in financial markets perceptions of consistency are based on repeated observations over time. Consistency may then be perceived as the agreement across time between investors' predictions. In addition, consistency may be related to variance over time in each investor's predictions. In an experiment using a Multiple Cue Probability Learning paradigm, 96 undergraduates made multi‐trial predictions of future stock prices given information about the current price and the predictions made by five fictitious others. Consistency was varied between the others' predictions (correlation) and within the others' predictions (variance). The results showed that the predictions were significantly influenced by the others' predictions when these were correlated. No effect of variance was observed. Hence, participants were influenced by the others when they were in agreement, regardless of whether they varied their predictions over trials or not. Copyright © 2008 John Wiley & Sons, Ltd. 相似文献
9.
Robert C. Bishop 《Synthese》2008,160(2):229-248
Recent developments in nonlinear dynamics have found wide application in many areas of science from physics to neuroscience.
Nonlinear phenomena such as feedback loops, inter-level relations, wholes constraining and modifying the behavior of their
parts, and memory effects are interesting candidates for emergence and downward causation. Rayleigh–Bénard convection is an
example of a nonlinear system that, I suggest, yields important insights for metaphysics and philosophy of science. In this
paper I propose convection as a model for downward causation in classical mechanics, far more robust and less speculative
than the examples typically provided in the philosophy of mind literature. Although the physics of Rayleigh–Bénard convection
is quite complicated, this model provides a much more realistic and concrete example for examining various assumptions and
arguments found in emergence and philosophy of mind debates. After reviewing some key concepts of nonlinear dynamics, complex
systems and the basic physics of Rayleigh–Bénard convection, I begin that examination here by (1) assessing a recently proposed
definition for emergence and downward causation, (2) discussing some typical objections to downward causation and (3) comparing
this model with Sperry’s examples.
The aim of science is not things themselves, as the dogmatists in their simplicity imagine, but the relations among things;
outside these relations there is no reality knowable. – Poincaré 相似文献
10.
The distinction between ontological ground-truth phenomena and epistemic measurements of those phenomena is discussed and analyzed in the context of complex cognitive systems research. A common style of computational simulation is identified as a Dissect-the-Simulation motif. In this style, a model of cognition is designed and when it generally mimics some cognitive behavior, its own ontic processes (which are fully accessible because it is a simulation) are proposed as potential ontic processes inside actual human cognition. I propose here a second style of modeling, which might be called Measure-the-Simulation. In this style, simulated versions of coarse-grained epistemic measurements are performed on the model with the intent of discovering how those epistemic measurements themselves may transform the actual ontic data, and thus induce a variety of mis-categorizations of phenomena. When our epistemic measurements are better understood, such mis-categorizations can perhaps be avoided. As a proof of concept, Conway’s Game of Life is analyzed and measured with two different types of coarse-grained epistemic measures. Dramatic differences are identified in how a binary coarse-graining, versus a graded coarse-graining, transforms the discovery process for activity patterns on the lattice of this cellular automaton. 相似文献
11.
Do free markets teach us how to construct humane social relations or do they impede us from doing so? We discuss social scientific evidence on the nature of commercialization and its consequences for moral formation. From a virtue ethics perspective, people face a need to learn and practice the good. When interactions transition into the market sphere, we argue commercialization can fundamentally alter the nature of relationships, particularly for those relations formerly based on gift, sacrifice, and obligation. While modern social scientists accurately identify problems resulting from commercialization, we argue for the importance of theological social ethics, which can offer a penetrating analysis of the habits of gift and communal responsibility. Catholic social teaching in particular outlines the set of principles and institutions which foster sacrificial gift‐giving among individuals and organizations within society, providing a bulwark against the threat commercialization poses to many social relations. 相似文献
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van Leeuwen C 《Cognitive processing》2008,9(2):83-92
In connectionism and its offshoots, models acquire functionality through externally controlled learning schedules. This undermines the claim of these models to autonomy. Providing these models with intrinsic biases is not a solution, as it makes their function dependent on design assumptions. Between these two alternatives, there is room for approaches based on spontaneous self-organization. Structural reorganization in adaptation to spontaneous activity is a well-known phenomenon in neural development. It is proposed here as a way to prepare connectionist models for learning and enhance the autonomy of these models. 相似文献
15.
青少年的自我意识及其与社会适应行为的关系 总被引:2,自引:0,他引:2
运用问卷调查法对439名中学生进行调查,探讨青少年社会适应行为与自我意识之间的关系。结果发现:(1)青少年自我意识的总体发展水平比较好,年级差异显著,性别差异不显著。(2)青少年自我意识对其社会适应行为具有较好的预测性,能够解释良好适应行为13.50%~39.40%的变异,解释适应不良行为5.90%~14.90%的变异;(3)自觉性和品德评价对良好社会适应行为总体和学习适应的正向预测作用具有跨年级和跨性别的稳定性;(4)在不同年级样本中,焦虑感是神经症行为的稳定和强有力的正向预测因素,自制力是社会性不良行为的稳定和强有力的负向预测因素。在不同性别样本中,自制力是独立生活和经济活动的稳定正向预测因素。 相似文献
16.
《Journal of Employment Counseling》2017,54(1):2-11
This article presents a social justice toolbox from which employment counselors can draw when working with various populations at multiple levels. First, the authors introduce social justice and its relationship to employment counseling (the toolbox). Second, the skills and knowledge required to integrate social justice into employment counseling (the tools) are presented. Finally, strategies are offered to maintain social justice competency so that the tools can be maintained and applied ethically and effectively. 相似文献
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18.
Dante R. Chialvo 《New Ideas in Psychology》2008,26(2):158-173
In these notes we review emergent phenomena in complex systems, emphasizing ways to identify potential underlying universal mechanisms that generate complexity. The discussion focuses on the emergence of collective behavior in dynamical systems when they are poised near a critical point of a phase transition, either by tuning or by self-organization. We then present the rationale for our proposal that the brain is naturally poised near criticality and review recent results as well as the implications of this view of the functioning brain. 相似文献
19.
John Singer 《Journal of Consumer Behaviour》2005,4(6):480-495
This paper introduces a new model for marketing based on systems design. Adaptive tactical systems are featured as a novel commercial approach that enables ROI to be measured holistically, and serves as a comprehensive strategy for progressive integration, accommodating new marketing components, on‐demand technologies, and business ideas as they emerge and are added to the same containing whole. Initially applied to the pharmaceutical industry, the paper details the design and evolution of a brand module, a tactical system focused specifically on harvesting top‐line sales from primary care brands in a middle market of the United States. Copyright © 2005 John Wiley & Sons, Ltd. 相似文献
20.
Manual tracking performance was investigated from the perspective of dynamical systems theory. The authors manipulated the type of visual display, the control system dynamics, and the frequency of the sinusoidal input signal to examine couplings with various phases between the visual signal and control movements. Analyses of the system output amplitude ratio and relative phase showed that participants (N = 24) performed poorly with 90° relative phase coupling. All the couplings became less stable as the movement frequency increased. The authors developed an adaptive oscillator model with linear damping to describe the coupled system consisting of the human performer, the visual display, and the control system dynamics. A geometric account of the stability of performance at different relative phases is also presented. 相似文献