Metaphor as categorisation: a connectionist implementation

A key issue for models of metaphor comprehension is to explain how in some metaphorical comparison , only some features of B are transferred to A. The features of B that are transferred to A depend both on A and on B. This is the central thrust of Black's well known interaction theory of metaphor comprehension (1979). However, this theory is somewhat abstract, and it is not obvious how it may be implemented in terms of mental representations and processes. In this paper we describe a simple computational model of on-line metaphor comprehension which combines Black's interaction theory with the idea that metaphor comprehension is a type of categorisation process (Glucksberg & Keysar, 1990, 1993). The model is based on a distributed connectionist network depicting semantic memory (McClelland & Rumelhart, 1986). The network learns feature-based information about various concepts. A metaphor is comprehended by applying a representation of the first term A to the network storing knowledge of the second term B, in an attempt to categorise it as an exemplar of B. The output of this network is a representation of A transformed by the knowledge of B. We explain how this process embodies an interaction of knowledge between the two terms of the metaphor, how it accords with the contemporary theory of metaphor stating that comprehension for literal and metaphorical comparisons is carried out by identical mechanisms (Gibbs, 1994), and how it accounts for both existing empirical evidence (Glucksberg, McGlone, & Manfredi, 1997) and generates new predictions. In this model, the distinction between literal and metaphorical language is one of degree, not of kind

Customer anger and incentives for quality provision

Emotions are a significant determinant of consumer behaviour. A customer may get angry if he feels that he is being treated unfairly by his supplier and that anger may make him more likely to switch to an alternative provider. We model the strategic interaction between firms that choose quality levels and anger-prone customers who pick their supplier based on their expectations of suppliers' quality. Strategic interaction can allow for multiple equilibria including some in which no firm invests in high quality. Allowing customers to voice their anger on peer-review fora can eliminate low-quality equilibria, and may even support a unique equilibrium in which all firms choose high quality

Volunteer support for mothers with new babies: perceptions of need and support received

Semi-structured interviews were conducted with 55 mothers of infants. Some had received Home-Start during their infant’s first year, others were offered the support but declined and the remainder were not offered Home-Start. Most of their support had come from informal sources, such as family and friends with less from professionals. Mothers who received Home-Start described beneficial aspects, in particular, the extent of practical support provided, preferable to calling on close relatives or friends. Difficulties related to volunteer characteristics and administrative problems. Overall volunteer support can be important to complement informal and formal support, but needs careful management

Generating dynamic higher-order Markov models in web usage mining

Markov models have been widely used for modelling users’ web navigation behaviour. In previous work we have presented a dynamic clustering-based Markov model that accurately represents second-order transition probabilities given by a collection of navigation sessions. Herein, we propose a generalisation of the method that takes into account higher-order conditional probabilities. The method makes use of the state cloning concept together with a clustering technique to separate the navigation paths that reveal differences in the conditional probabilities. We report on experiments conducted with three real world data sets. The results show that some pages require a long history to understand the users choice of link, while others require only a short history. We also show that the number of additional states induced by the method can be controlled through a probability threshold parameter

Employment mobility in high-technology agglomerations: the cases of Oxfordshire and Cambridgeshire

This paper examines labour market behaviour of the highly skilled in high-tech local economies, taking the UK examples of Oxfordshire and Cambridgeshire as case studies. It reports on data from a survey of members of three scientific institutes to compare rates of employee mobility in the two locations and considers the likely explanations and implications of those patterns

Feminism in philosophy of language: communicative speech acts

Book synopsis: The thirteen specially-commissioned essays in this volume are written by philosophers at the forefront of feminist scholarship, and are designed to provide an accessible and stimulating guide to a philosophical literature that has seen massive expansion in recent years. Ranging from history of philosophy through metaphysics to philosophy of science, they encompass all the core subject areas commonly taught in anglophone undergraduate and graduate philosophy courses, offering both an overview of and a contribution to the relevant debates. Together they testify to the intellectual value of feminism as a radicalizing energy internal to philosophical inquiry. This volume will be essential reading for any student or teacher of philosophy who is curious about the place of feminism in their subject

Does e-learning policy drive change in Higher Education?: A case study relating models of organisational change to e-learning implementation

Due to the heightened competition introduced by the potential global market and the need for structural changes within organisations delivering e-content, e-learning policy is beginning to take on a more significant role within the context of educational policy per se. For this reason, it is becoming increasingly important to establish what effect such policies have and how they are achieved. This paper addresses this question, illustrating five ways in which change is understood (Fordist, evolutionary, ecological, community of practice and discourse-oriented) and then using this range of perspectives to explore how e-learning policy drives change (both organisational and pedagogic) within a selected higher education institution. The implications of this case are then discussed, and both methodological and pragmatic conclusions are drawn, considering the relative insights offered by the models and ways in which change around e-learning might be supported or promoted

Direct gaze modulates face recognition in young infants

From birth, infants prefer to look at faces that engage them in direct eye contact. In adults, direct gaze is known to modulate the processing of faces, including the recognition of individuals. In the present study, we investigate whether direction of gaze has any effect on face recognition in four-month-old infants. Four-month infants were shown faces with both direct and averted gaze, and subsequently given a preference test involving the same face and a novel one. A novelty preference during test was only found following initial exposure to a face with direct gaze. Further, face recognition was also generally enhanced for faces with both direct and with averted gaze when the infants started the task with the direct gaze condition. Together, these results indicate that the direction of the gaze modulates face recognition in early infancy

Psychosocial Studies and Psychology: Is a Critical Approach Emerging?

This article describes a brand of 'psychosocial studies' that adopts a critical attitude towards psychology as a whole, yet remains rooted in an attempt to theorize the 'psychological subject'. Principles for psychosocial studies work of this kind are discussed, arising out of the actual work of one academic centre within a university department of psychology. These principles are: concern with the human subject as a social entity; interest in the emergence of subjectivity in the social domain; interest in critique, defined as a concern with ideological issues in psychology; methodological pluralism, including an active assertion of the value of qualitative and theoretical research, as well as more traditional quantitative research; theoretical pluralism, including interest in discourses traditionally marginalized in academic psychology (e.g. psychoanalysis, systems theory, feminist theory, phenomenology); interest in inter- and transdisciplinary approaches to psychological theory and research; and interest in personal and social change, including psychotherapy. Some complicating issues relating to the process and content of this kind of work are also outlined

Evaluating the rank generating function of a graphic 2-polymatroid

We consider the complexity of the two-variable rank generating function, $S$, of a graphic 2-polymatroid. For a graph $G$, $S$ is the generating function for the number of subsets of edges of $G$ having a particular size and incident with a particular number of vertices of $G$. We show that for any $x,y \in \mathbb{Q}$ with $xy \not = 1$, it is $\#$P-hard to evaluate $S$ at $(x,y)$. We also consider the $k$-thickening of a graph and computing $S$ for the $k$-thickening of a graph