Signal or Noise? Information Theory and the Novel

In the context of a hostile funding environment, universities are increasingly asked to justify their output in narrowly defined economic terms, and this can be difficult in Humanities or Arts faculties where productivity is rarely reducible to a simple financial indicator. This can lead to a number of immediate consequences that I have no need to rehearse here, but can also result in some interesting tensions within the academic community itself. First is that which has become known as the ‘Science Wars’: the increasingly acrimonious exchanges between scientists and scientific academics and cultural critics or theorists about who has the right to describe the world. Much has already been said—and much remains to be said—about this issue, but it is not my intention to discuss it here. Rather, I will look at a second area of contestation: the incorporation of scientific theory into literary or cultural criticism. Much of this work comes from a genuine commitment to interdisciplinarity, and an appreciation of insights that a fresh perspective can bring to a familiar object. However, some can be seen as cynical attempts to lend literary studies the sort of empirical legitimacy of the sciences. In particular, I want to look at a number of critics who have applied information theory to the literary work. In this paper, I will examine several instances of this sort of criticism, and then, through an analysis of a novel by American author Richard Powers, Three Farmers on Their Way to a Dance, show how this sort of criticism merely reduces the meaningful analysis of a complex literary text.

DIVULGAÇÃO CIENTÍFICA NAS REVISTAS CIÊNCIA HOJE, SCIENTIFIC AMERICAN BRASIL E SUPERINTERESSANTE: ESTUDO COMPARATIVO

Estudo comparativo que analisa a divulgação científica (DC) praticada pelas revistas Ciência Hoje (CH), Scientific American Brasil (SAB) e Superinteressante (SI), apontando convergências e divergências entre as três publicações. Objetiva-se analisar como as formas de construção textual e o uso de ilustrações nas matérias e nos artigos de capa das revistas CH, SAB e SI podem contribuir ou interferir de maneira efetiva na DC que praticam. Para tanto, são delineados cinco pressupostos básicos: (1) as publicações de análise priorizam nas capas temas pertencentes às Ciências Básicas (CB) em detrimento das Ciências Humanas e Sociais (CHS); (2) no campo amplo das CB há preferência, nas capas das revistas, por temas relacionados à saúde; (3) as temáticas abordadas nas capas das revistas CH, SAB e SI não são, em geral, coincidentes entre si, pois não seguem uma lógica de matérias quentes ; (4) o uso freqüente de elementos explicativos, termos figurados, fontes de informação diversificadas e citações diretas nas construções textuais das matérias e dos artigos de capa das publicações, bem como o uso de ilustrações devidamente contextualizadas, contribuem para tornar os textos mais inteligíveis; (5) as revistas CH, SAB e SI, embora consideradas revistas de DC, apresentam níveis diferenciados de divulgação, em função do perfil de seus leitores. Em consonância com esses pressupostos, são objetivos específicos: a) identificar, dentro das duas amplas categorias (CB e CHS), os temas mais explorados, reunindo-os em subcategorias para identificar mais afinidade / proximidade entre eles; b) examinar, através das formas de construção textual e do uso das ilustrações nas matérias e nos artigos de capa, os critérios utilizados pelas publicações para divulgar ciência e tecnologia (C&T). Para responder os parâmetros estabelecidos nos objetivos apresentados, a metodologia inclui questionário aplicado aos editores das publicações investigadas e análise de conteúdo (AC) da amostra selecionada, que engloba 19 matérias / artigos de capa das revistas CH, SAB e SI, escolhidos entre julho de 2009 e junho de 2010. Os dados coletados e devidamente discutidos permitem confirmar os pressupostos enunciados, vez que, em termos gerais, é evidente que a DC praticada pelas três revistas apresenta mais divergências do que convergências. Isto possibilita estabelecer níveis distintos de divulgação, manifestos na forma como constroem os textos e como utilizam as ilustrações, com maior dificuldade em SAB e CH e com teor mais simplificado em SI.

Equilibration through local information exchange in networks

We study the equilibrium states of energy functions involving a large set of real variables, defined on the links of sparsely connected networks, and interacting at the network nodes, using the cavity and replica methods. When applied to the representative problem of network resource allocation, an efficient distributed algorithm is devised, with simulations showing full agreement with theory. Scaling properties with the network connectivity and the resource availability are found. © 2006 The American Physical Society.

Response-based segmentation using Finite Mixture Partial Least Squares: theoretical foundations and an application to American Customer Satisfaction Index Data

When applying multivariate analysis techniques in information systems and social science disciplines, such as management information systems (MIS) and marketing, the assumption that the empirical data originate from a single homogeneous population is often unrealistic. When applying a causal modeling approach, such as partial least squares (PLS) path modeling, segmentation is a key issue in coping with the problem of heterogeneity in estimated cause-and-effect relationships. This chapter presents a new PLS path modeling approach which classifies units on the basis of the heterogeneity of the estimates in the inner model. If unobserved heterogeneity significantly affects the estimated path model relationships on the aggregate data level, the methodology will allow homogenous groups of observations to be created that exhibit distinctive path model estimates. The approach will, thus, provide differentiated analytical outcomes that permit more precise interpretations of each segment formed. An application on a large data set in an example of the American customer satisfaction index (ACSI) substantiates the methodology’s effectiveness in evaluating PLS path modeling results.

A new randomization assay reveals Unexpected elements of sequence bias in model 'randomized' gene libraries:Implications for biopanning

Although techniques such as biopanning rely heavily upon the screening of randomized gene libraries, there is surprisingly little information available on the construction of those libraries. In general, it is based on the cloning of 'randomized' synthetic oligonucleotides, in which given position(s) contain an equal mixture of all four bases. Yet, many supposedly 'randomized' libraries contain significant elements of bias and/or omission. Here, we report the development and validation of a new, PCR-based assay that enables rapid examination of library composition both prior to and after cloning. By using our assay to analyse model libraries, we demonstrate that the cloning of a given distribution of sequences does not necessarily result in a similarly composed library of clones. Thus, while bias in randomized synthetic oligonucleotide mixtures can be virtually eliminated by using unequal ratios of the four phosphoramidites, the use of such mixtures does not ensure retrieval of a truly randomized library. We propose that in the absence of a technique to control cloning frequencies, the ability to analyse the composition of libraries after cloning will enhance significantly the quality of information derived from those libraries. (C) 2000 Published by Elsevier Science B.V. All rights reserved.