The introduction of the notion of family resemblance represented a major shift in Wittgenstein’s thoughts on the meaning of words, moving away from a belief that words were well defined, to a view that words denoted less well defined categories of meaning. This paper presents the use of the notion of family resemblance in the area of machine learning as an example of the benefits that can accrue from adopting the kind of paradigm shift taken by Wittgenstein. The paper presents (...) a model capable of learning exemplars using the principle of family resemblance and adopting Bayesian networks for a representation of exemplars. An empirical evaluation is presented on three data sets and shows promising results that suggest that previous assumptions about the way we categories need reopening. (shrink)

A glimpse of the new application of Buddhist logic in the seventeenth century leads us to reflect about our approach to logic in a given religious tradition: Should we isolate a logical system from the very context that has given rise to the genesis and development of such an intellectual apparatus? Methodologically, we do have the legitimate right to approach Buddhist logic from a purely logical point of view. However, when we study the actual use of Buddhist logic in the (...) seventeenth-century anti-Christian polemic, an analysis of its intentional application allows us to conclude that Buddhist logic in the context of controversy is primarily apologetic. Therefore, with a methodological concern, I suggest that philosophers and logicians should reconsider the apologetic nature of logic in any given religious tradition. (shrink)

This article studies the evolution of altruism. We consider a model in which a population of agents are assortatively matched to play some asymmetric two-player game, and evolution operates at the level of behavior rules. We find that the relationship between the evolutionarily stable level of altruism and the index of assortativity of matching is determined by two novel features: whether the total payoff function of the game exhibits complementarity or substitutability; whether the two players’ strategies affect each other’s fitness (...) in the same direction or the opposite. These two features combined generalize the stability conditions related to Hamilton’s rule to a class of asymmetric games. (shrink)

What is the criterion of truth? This is a question that was resolved long ago by the revolutionary teachers of the proletariat. But as a result of damage done by the "Gang of Four" and a mass of distorted propaganda in the media under their control, it has become muddled beyond compare in recent years. In order to deepen the criticism of the "Gang of Four" and eradicate the remnants of their poison and influence, it is very important to clear (...) this up and sort it out. (shrink)

Game experiments designed to test the effectiveness of reward and/or punishment incentives in promoting cooperative behavior among their participants are quite common. Results from two such recent experiments conducted in Beijing, based on the Prisoner’s Dilemma (PD) game and Public Goods Game respectively, are summarized here. The unexpected empirical outcomes for the repeated PD game, that cooperation actually decreased when the participants had the option of using a costly punishment strategy and that participants who used costly punishment in some round (...) of the repeated game often did so in the first round, are discussed in terms of differences in attitudes toward reputation in Chinese culture compared to other locations (mostly in Western society) where similar experiments have been conducted. The second experiment models an institution providing incentives to increase contribution levels (i.e., cooperation) to the public good. The results show that combined institutional reward and punishment is the most effective means to increase cooperation, followed by a scheme using only punishment. It is shown how these empirical results are related to the theoretical predictions that assume players play rationally by optimizing their personal payoff given their opponents’ actions in these multi-player games. (shrink)

Chairman Hua emphasized in his speech last year at the opening ceremony of the Central Party School that: "Chairman Mao instructed us over and over that ‘the integration of theory and practice is the most fundamental principle of Marxism.’ Chairman Mao fought all his life against the evil work style of boasting and of separating theory from practice. … Political swindlers such as Lin Biao, Chen Boda, and the "gang of four" have messed up many basic theoretical issues and damaged (...) our Party's good learning style. We must make a tremendous effort to correct that.". (shrink)