Networks pervade social and economic life, and they play a prominent role in explaining a huge variety of social and economic phenomena. Standard economic theory did not give much credit to the role of networks until the early 1990s, but since then the study of the theory of networks has blossomed. At the heart of this research is the idea that the pattern of connections between individual rational agents shapes their actions and determines their rewards. The importance of connections has (...) in turn motivated the study of the very processes by which networks are formed. In Connections, Sanjeev Goyal puts contemporary thinking about networks and economic activity into context. He develops a general framework within which this body of research can be located. In the first part of the book he demonstrates that location in a network has significant effects on individual rewards and that, given this, it is natural that individuals will seek to form connections to move the network in their favor. This idea motivates the second part of the book, which develops a general theory of network formation founded on individual incentives. Goyal assesses the robustness of current research findings and identifies the substantive open questions. Written in a style that combines simple examples with formal models and complete mathematical proofs, Connections is a concise and self-contained treatment of the economic theory of networks, one that should become the natural source of reference for graduate students in economics and related disciplines. (shrink)

Sustainable development goals are aligning marketing innovations to meet sustainability interventions. Recently, marketing has evolved to incorporate sustainability in outreach objectives. Heightened literature on the interplay between sustainability, innovations, and marketing demands a holistic understanding to guide future research direction. The current review bridges the research gap using quantitative performance analysis and qualitative intellectual structure analysis. The thematic and content analysis points towards permeating sustainability focus across the business verticals and value chain for differentiated brand positioning and sustainability-based competitive advantage. (...) The emergent conceptual framework underpins the moderated-mediation role of sustainability and economic enablers with marketing initiatives to promote business innovations beneficial to all stakeholders. The sustainability-aligned innovations in products and processes reflect in gaining cost advantage, revenue generation, access to newer markets, and differentiation. It can be inferred from the study that sustainability and conducive marketing strategies can co-create value across the value chain, providing tangible and non-tangible corporate payoffs. This cross-section in the research domain calls for environmental and business focus at the micro and macro levels, supported by pro-business strategies, system efficiencies, productivity, and technological changes in synergy with the societal landscape. The findings discern strategic directions for practitioners to chart out an organizational portfolio centered around marketing innovations to create business value for the shareholders and sustainability value for the stakeholders, ecosystem, and society. The conceptual framework can help academicians comprehend the business model around sustainability, innovations, and marketing. The evolutionary mapping of the research domain can be used to discern corporate or macro-level policies and transcend reforms aligned to the dynamic market/stakeholder expectations. (shrink)

Using speech act theory from the Philosophy of Language, this paper attempts to develop an ethical framework for the phenomenon of speech processing. We use the concepts of the illocutionary force and the illocutionary content of a speech act to explain the ethics of speech processing. By emphasizing the different stages involved in speech processing, we explore the distinct ethical issues that arise in relation to each stage. Input, processing, and output are the different ethically relevant stages under which a (...) spoken item or a speech navigates within the range of speech-processing modules. Employing the illocutionary force-content distinction, we specify and characterize the input-related ethical issues, the output-related ethical issues, and the processing-related ethical issues involved in speech processing. Together with illocutionary force-content distinction, we employ the data-information distinction to characterize the stage-wise ethical issues in the phenomenon of speech processing as the ethics of collecting (speech) data, the ethics of contextualizing (speech) data/information, and the ethics of releasing the con-textualized information (processed speech). Immediate ethical issues that arise from the range of speech processing modules are distinguished from distant ethical issues. We also indicate the nature of ethical issues that arise from Speaker Independent speech technologies. (shrink)

A general meta-logical theory is developed by considering ontological disputes in the systems of metaphysics. The usefulness of this general meta-logical theory is demonstrated by considering the case of the ontological dispute between the metaphysical systems of Lewis’ Modal Realism and Terence Parsons’ Meinongianism. Using Quine’s criterion of ontological commitments and his views on ontological disagreement, three principles of metalogic is formulated. Based on the three principles of metalogic, the notions of independent variable and dependent variable are introduced. Then, the (...) ontological dispute between Lewis’ Modal Realism and Terence Parsons’ Meinongianism are restated in the light of the principles of metalogic. After the restatement, Independent variable and dependent variables are fixed in both Lewis’ Modal Realism and Terence Parsons’ Meinongianism to resolve the dispute. Subsequently, a new variety of quantifiers are introduced which is known as functionally isomorphic quantifiers to provide a formal representation of the resolution of the dispute. The specific functionally isomorphic quantifier which is developed in this work is known as st-quantifier. It is indicated that how st-quantifier which is one of the functionally isomorphic quantifiers can function like existential quantifier. It is also shown that there is some kind of inconsistency which is unavoidable in stating the ontological disagreement and therefore, paraconsistent logic is a requirement in stating the ontological disputes. (shrink)

"Economic Justice in an Unfair World" is a stimulating, well-researched book combining economic analysis, political philosophy, and contemporary policy, all focused on one key question: What does one mean by economic justice in a world cut through by inequalities of income, bargaining power, and human poverty?

To assess the intelligence of machines, Alan Turing proposed a test of imitation known as the imitation game, famously known as the Turing test. To assess whether artificial intelligent (AI) systems could be moral or not, Colin Allen et al. developed a test of imitation in the context of morality, a test known as the Moral Turing Test (MTT), which I will, in this paper, call the moral imitation game. There are arguments against developing any type of MTT or moral (...) imitation game. Rather than developing a moral imitation game, this paper proposes a criterion of imitation for AI systems in the moral scenario. To develop a criterion of imitation, I explore the notion of moral attribution in detail. Within the case of moral attribution, I introduce the subject‐ascriber distinction. The notion of moral attribution and the subject‐ascriber distinction is employed to address the following questions: (a) how is the assessment in MTT arranged?, (b) what is the role of the interrogator in the MTT?, and (c) what information is to be concealed from the interrogator? The first question deals with the aspect of assessment, the second question deals with the reordering of the role of the interrogator and the third one deals with the concealment aspect of the imitation game. After that, a criterion of imitation for AI systems is put forward. Using the subject‐ascriber distinction in moral attribution and David Lewis' Mad Pain and Martian Pain cases, it is argued that the notion of sentience is insignificant for the ascriber for moral attributions. (shrink)

In this article, we provide a tutorial overview of some aspects of statistical learning theory, which also goes by other names such as statistical pattern recognition, nonparametric classification and estimation, and supervised learning. We focus on the problem of two-class pattern classification for various reasons. This problem is rich enough to capture many of the interesting aspects that are present in the cases of more than two classes and in the problem of estimation, and many of the results can be (...) extended to these cases. Focusing on two-class pattern classification simplifies our discussion, and yet it is directly applicable to a wide range of practical settings. (shrink)

In _Reliable Reasoning_, Gilbert Harman and Sanjeev Kulkarni -- a philosopher and an engineer -- argue that philosophy and cognitive science can benefit from statistical learning theory, the theory that lies behind recent advances in machine learning. The philosophical problem of induction, for example, is in part about the reliability of inductive reasoning, where the reliability of a method is measured by its statistically expected percentage of errors -- a central topic in SLT. After discussing philosophical attempts to evade (...) the problem of induction, Harman and Kulkarni provide an admirably clear account of the basic framework of SLT and its implications for inductive reasoning. They explain the Vapnik-Chervonenkis dimension of a set of hypotheses and distinguish two kinds of inductive reasoning. The authors discuss various topics in machine learning, including nearest-neighbor methods, neural networks, and support vector machines. Finally, they describe transductive reasoning and suggest possible new models of human reasoning suggested by developments in SLT. (shrink)

This paper tries to unleash the nature of the paradox of nonexistence or non-being or negative singular existentials by using a General Metalogical Theory. In the first section, this paper explains in detail the paradox of negative singular eixistentials and explains how Alexius Meinong and Bertrand Russell respond to this paradox. Russell resolves the paradox using quantification method which Quine extends to formulate a criterion of ontological commitments. In the second section, a General Metalogical Theory is explained, and it is (...) shown that how the developed General Metalogical Theory is useful in unleashing the paradox of nonexistence. The principles of General Metalogical Theory is developed from Quine’s criterion: to be is to be the value of bound variable. In Quine’s criterion, the notion of the bound variable is significant. The General Metalogical Theory in unleashing the nature of the paradox mainly focuses on the question: from where does the binding of the bound variable come? The paper argues that it is not enough to say that the binding of the bound variable comes from the existentially loaded use of the particular quantifier. General Metalogical Theory attempts to show that the binding of the bound variable comes from somewhere else, so that we attach the particular quantifier to the variable and use the particular quantifier in an existentially loaded sense. Explaining the binding nature of the bound variable in the above-mentioned manner will unleash the nature of the paradox. (shrink)

As of 2007 the world economy has been caught in the worst crisis since the 1930s. Yet after two years of only partly successful efforts to mobilize and coordinate global action of financial control and stimulus, ending with the G-20 meeting of March 2009, responsibility for corrective economic initiatives has essentially been left to individual countries, supported by the International Monetary Fund (IMF) and the European Union (EU). Moreover, such support has been usually conditional on countries following financial policies of (...) tough austerity. The United States took some actions to stimulate its economy, but by many accounts these were insufficient. Most of Europe has not even attempted stimulus measures and has been in a period of economic stagnation, with falling real incomes among the poorest parts of the population. Although some signs of “recovery” have been heralded in 2013 and 2014, growth has mostly been measured from a lower base. There is little evidence of broad-based economic recovery, let alone improvements in the situation of the poor or even of the middle-income groups. (shrink)

This paper resolves the problems raised by Israel Scheffler and Noam Chomsky against Quine’s criterion of ontological commitment. I call Scheffler’s and Chomsky’s problems as (1) the problem of inexorable ontological commitments and (2) the problem of false existential inferences. I extend their problems to a third one, which is called as the problem of extended inexorable ontological commitments to rival entities. In order to present the third problem, two ontological disputes are considered: Russell–Meinong dispute from the context of the (...) referential theory of meaning and David Lewis–Meinong dispute from the context of modal metaphysics. In order to work out a resolution to these three problems, I emphasize the distinction between meta-ontology/meta-theory and object theory. Then, it is explained that there is a functional difference between Quine’s criterion of ontological commitments (meta-theory) and the object theories to which this criterion is applied. Here, considering the functional difference, I introduce different kinds of commitments: direct commitments and indirect commitments. Using Strawson’s views on the notion of presupposition, the distinction between direct commitments and indirect commitments is characterized further. Employing this distinction, I resolve the problem of inexorable ontological commitment to the entities, the problem of false existential inferences and the problems of extended inexorable ontological commitment to the rival entities. (shrink)

In rebellion against low‐dimensional (e.g., two‐factor) theories in psychology, the authors make the case for high‐dimensional theories. This change in perspective requires a shift towards a focus on computation and quantitative reasoning.

As part of an article symposium on their “Narrow Identities”, Partha Dasgupta and Sanjeev Goyal respond to commentaries by Jean-Paul Carvalho, John B. Davis, Peter Finke, and Miriam Teschl.

Stochastic forecasts in complex environments can benefit from combining the estimates of large groups of forecasters (“judges”). But aggregating multiple opinions faces several challenges. First, human judges are notoriously incoherent when their forecasts involve logically complex events. Second, individual judges may have specialized knowledge, so different judges may produce forecasts for different events. Third, the credibility of individual judges might vary, and one would like to pay greater attention to more trustworthy forecasts. These considerations limit the value of simple aggregation (...) methods like linear averaging. In this paper, a new algorithm is proposed for combining probabilistic assessments from a large pool of judges. Two measures of a judge’s likely credibility are introduced and used in the algorithm to determine the judge’s weight in aggregation. The algorithm was tested on a data set of nearly half a million probability estimates of events related to the 2008 U.S. presidential election (∼ 16000 judges). (shrink)

The problem of induction is sometimes motivated via a comparison between rules of induction and rules of deduction. Valid deductive rules are necessarily truth preserving, while inductive rules are not.

Introduction Cet article prend pour objet d’analyse un thème restreint : le sens de la technique, confronté au problème de l’histoire « entre » Hans Jonas et Günther Anders. Sur un plan biographique, Jonas mentionne à plusieurs reprises Anders dans ses Souvenirs essentiellement pour décrire leur rencontre, lorsqu’ils étaient tous les deux étudiants. Il le désigne également, dans leur correspondance, comme étant l’un de ses plus vieux amis. En dépit de la grande richesse de cette corres-pondan...

L’ouvrage Spiritualité, vie et monde historique dans la phénoménologie transcendantale de Husserl est la version remaniée de la thèse d’Andrea Sebastiano Staiti, soutenue en février 2009. L’ouverture proposée résulte d’un constat bibliographique : Husserl, dans son projet d’une étude de la conscience transcendantale pure, s’est également confronté à des thèmes tels que l’intersubjectivité, l’histoire, l’éthique, la culture ou encore la théologie. Parmi ses nombreux thèmes, l’histoire est choi..

There has been much recent debate about women's rights and their relation to human rights. Debates about domestic violence in Vanuatu are situated in this global frame but also in a regional and historical context dominated by the relation between kastom (tradition) and Christianity. This article depicts the dynamics of a conference on Violence and the Family in Vanuatu held in Port Vila in 1994, in terms of the competing claims of universal human rights and cultural relativism. The allegedly western (...) character of human rights which focus on the individual and civil and political rights is often contrasted with the non-western stress on collectivities and the rights to economic development and self-determination. These sorts of ideological oppositions in international politics reverberate in domestic politics as well, and especially in those which situate women and men as subjects in conflict, as they are in many domestic disputes. (shrink)

In order to consider how best to address relationship concerns with potential research participants arising in this study, we will first describe unique features...

Dans La Volonté de savoir, Foucault écrit : "Là où il y a pouvoir, il y a résistance".

��The Coherent Approximation Principle (CAP) is a method for aggregating forecasts of probability from a group of judges by enforcing coherence with minimal adjustment. This paper explores two methods to further improve the forecasting accuracy within the CAP framework and proposes practical algorithms that implement them. These methods allow flexibility to add fixed constraints to the coherentization process and compensate for the psychological bias present in probability estimates from human judges. The algorithms were tested on a data set of nearly (...) half a million probability estimates of events related to the 2008 U.S. presidential election (from about 16000 judges). The results show that both methods improve the stochastic accuracy of the aggregated forecasts compared to using simple CAP. (shrink)

We provide self-contained proof of a theorem relating probabilistic coherence of forecasts to their non-domination by rival forecasts with respect to any proper scoring rule. The theorem recapitulates insights achieved by other investigators, and clarifi es the connection of coherence and proper scoring rules to Bregman divergence.

Statistical Learning Theory (e.g., Hastie et al., 2001; Vapnik, 1998, 2000, 2006) is the basic theory behind contemporary machine learning and data-mining. We suggest that the theory provides an excellent framework for philosophical thinking about inductive inference.

Like Glenn Shafer, we are nostalgic for the time when “philosophers, mathematicians, and scientists interested in probability, induction, and scientific methodology talked with each other more than they do now”, [p.10]. 1 Shafer goes on to mention other relevant contemporary communities. He himself has been at the interface of many of these communities while at the same time making major contributions to them and this very symposium represents something of that desired discussion. We begin with a couple of general points (...) about issues several commentators have raised and then discuss other more particular issues. (shrink)

Technology transfer is a multi-level process of communication involving a variety of senders and receivers of ideas and materials. As a response to market failure, or as an effort to accelerate market-driven social change, technology transfer may combine public and private aparatus or rely solely on public institutional mechanisms to identify, develop, and deliver innovations and information. Technology transfer institutions include universities, government ministries, research institutes, and what may be termed the ‘project sector’. Four farm- and village-level change models are (...) considered: traditional community development, adoption-diffusion, training and Visit Extension, and Farming Systems Research. The challenges to technology transfer efforts center on developing indigenous capacity to generate and adapt agricultural technology to local conditions. This is the primary objective of technology transfer in agriculture and the basis for advancing rural development. (shrink)

Cognitive Science, Volume 46, Issue 1, January 2022.

We describe our attempts at curriculum development at the undergraduate level working within the constraints of a large traditional university system. Curriculum reform is described as a three-step process of product innovation, accommodation and assimilation. In a dual-pronged strategy, students are constructively engaged, first, in investigative projects and assigned specific tasks, giving them a flavour of creative research, and, second, in development of curricular products. The process of transfer of pedagogic innovations into the formal classroom is enhanced by a teacher (...) training programme that aims to provide experiential learning of research-based innovative teaching practices, catalyse a process of reflection through classroom research and establish a collaborative network of teachers. (shrink)

Therapeutic letter writing has been viewed by psychologists as a powerful form of creative writing in health care settings. I explore the cultural contexts that have aided its popularization to shed fresh light on debates about its psychological function and efficacy. I draw on the sociologist Frank Furedi’s analysis of ‘therapy culture’ to argue that contemporary ideologies of the vulnerable self have stimulated this practice, particularly in the form of letters written not-to-be-sent. I conclude by considering models of developmental letter (...) writing that attempt to challenge these ideologies, including narrative therapists’ provocative method of corresponding with clients. (shrink)