Value-based argumentation frameworks as neural-symbolic learning systems

While neural networks have been successfully used in a number of machine learning applications, logical languages have been the standard for the representation of argumentative reasoning. In this paper, we establish a relationship between neural networks and argumentation networks, combining reasoning and learning in the same argumentation framework. We do so by presenting a new neural argumentation algorithm, responsible for translating argumentation networks into standard neural networks. We then show a correspondence between the two networks. The algorithm works not only for acyclic argumentation networks, but also for circular networks, and it enables the accrual of arguments through learning as well as the parallel computation of arguments

Eerste bevindingen International Civics and Citizenship Education Study

Nederland heeft deelgenomen aan de International Civics and Citizenship Education Study (ICCS), een internationaal vergelijkend onderzoek naar burgerschapscompetenties van leerlingen in de onderbouw van het voortgezet onderwijs. Het doel van deze studie is om burgerschapscompetenties van leerlingen in verschillende landen in kaart te brengen, en na te gaan waardoor mogelijke verschillen tussen scholen en landen veroorzaakt kunnen worden

A dynamical system approach to higher order gravity

The dynamical system approach has recently acquired great importance in the investigation on higher order theories of gravity. In this talk I review the main results and I give brief comments on the perspectives for further developments.Comment: 6 pages, 1 figure, 2 tables, talk given at IRGAC 2006, July 200

Role models for complex networks

We present a framework for automatically decomposing ("block-modeling") the functional classes of agents within a complex network. These classes are represented by the nodes of an image graph ("block model") depicting the main patterns of connectivity and thus functional roles in the network. Using a first principles approach, we derive a measure for the fit of a network to any given image graph allowing objective hypothesis testing. From the properties of an optimal fit, we derive how to find the best fitting image graph directly from the network and present a criterion to avoid overfitting. The method can handle both two-mode and one-mode data, directed and undirected as well as weighted networks and allows for different types of links to be dealt with simultaneously. It is non-parametric and computationally efficient. The concepts of structural equivalence and modularity are found as special cases of our approach. We apply our method to the world trade network and analyze the roles individual countries play in the global economy

Value and selfhood: pragmatism, Confucianism, and phenomenology

This article articulates a dialogue between Edward Casey, Cheng Chung‐ying, and me that began at the Eastern Division annual meeting in Philadelphia of the American Philosophical Association, in a session sponsored by the International Society for Chinese Philosophy. There, we read brief versions of the papers presented in this issue and commented on one another. Casey represented Continental phenomenology, Cheng the Chinese tradition as he has developed it into onto‐generative hermeneutics, and I the melding of American pragmatic and Confucian traditions that I have been developing

The Value of Value Sets

A common definition of value set will be provided and fully characterized relative to its proposed uses. We will describe, compare, and contrast several approaches to specifying and referencing value sets in a stable manner over time. The term “value set”, although ubiquitous within biomedical informatics has no common definition and has yet to be fully described in a formal manner. It is essential for the design and launch of new ontologies, biomedical informatics applications and data sharing environments that a common and well-­‐ understood definition of “value set” is provided. It is also essential that options and trade-­‐offs be understood for what type of technology is appropriate for the implementation and usage of particular types of value set for particular use cases

Where Value Resides:Making Ecological Value Possible

Distinguishing between the source and the locus of value enables environmental philosophers to consider not only what is of value, but also to try to develop a conception of valuation that is itself ecological. Such a conception must address difficulties caused by the original locational metaphors in which the distinction is framed. This is done by reassessing two frequently employed models of valuation, perception, and desire, and going on to show that a more adequate ecological understanding of valuation emerges when these models are fully contextualized in the intersecting life worlds of the ecological community. Ecological evaluation takes place in ongoing encounters between these worlds and a crucial part in this process is assigned to living beings that are “open-endedly open,” that is, open only to what the world affords them and others, but open to an indefinite field of possible valuational encounters between all kinds of beings. Ecological valuation overcomes some of the conceptual failings of contemporary attempts to evaluate nature: “The Economics of Ecology and Biodiversity” and “Valuing Nature.

The Value of Value-Added Measures

The concept of value-added measures of teacher or school effectiveness is prompting a great deal of discussion in K-12 Education policy circles. This debate reached a boiling point last year when the Los Angeles Times published a database of the value-added scores for all teachers in the nation\u27s second largest school district. Proponents argue value-added measures provide important information on school and teacher effectiveness. Opponents argue value-added measures are imprecise instruments which measure student background instead of teacher or school quality. The purpose of this policy brief is to provide the reader with a general understanding of the concept of a valueadded measure as well as the potential benefits and perils of more widespread use of such value-added measure

Adding Value to Statistics in the Data Revolution Age

As many statistical offices in accordance with the European Statistical System commitment to Vision 2020, since the second half of 2014 Istat has implemented its internal standardisation and industrialisation process within the framework of a common Business Architecture. Istat modernisation programme aims at building services and infrastructures within a plug-and-play framework to foster innovation, promote reuse and move towards full integration and interoperability of statistical process, consistent with a service-oriented architecture. This is expected to lead to higher effectiveness and productivity by improving the quality of statistical information and reducing the response burden. This paper addresses the strategy adopted by Istat which is focused on exploiting administrative data and new data sources in order to achieve its key goals enhancing value to users. The strategy is based on some priorities that consider services centred on users and stakeholders as well as Linked Open Data, to allow Machine-to-Machine data and metadata integration through definition of common statistical ontologies and semantics