Ad hoc categories

People construct ad hoc categories to achieve goals. For example, constructing the category of “things to sell at a garage sale” can be instrumental to achieving the goal of selling unwanted possessions. These categories differ from common categories (e.g., “fruit,” “furniture”) in that ad hoc categories violate the correlational structure of the environment and are not well established in memory. Regarding the latter property, the category concepts, concept-to-instance associations, and instance-to-concept associations structuring ad hoc categories are shown to be much less established in memory than those of common categories. Regardless of these differences, however, ad hoc categories possess graded structures (i.e., typicality gradients) as salient as those structuring common categories. This appears to be the result of a similarity comparison process that imposes graded structure on any category regardless of type

Eliminating Network Protocol Vulnerabilities Through Abstraction and Systems Language Design

Incorrect implementations of network protocol message specifications affect the stability, security, and cost of network system development. Most implementation defects fall into one of three categories of well defined message constraints. However, the general process of constructing network protocol stacks and systems does not capture these categorical con- straints. We introduce a systems programming language with new abstractions that capture these constraints. Safe and efficient implementations of standard message handling operations are synthesized by our compiler, and whole-program analysis is used to ensure constraints are never violated. We present language examples using the OpenFlow protocol

Health surveillance and geography: Theoretical and methodological potential

Objectives: To contribute to constructing recognition methodologies in the field by means of secondary data on objects and their forms, namely conditions of action and means of existence of human endeavor; to contribute to health surveillance through the incorporation of particular geographic characteristics; to relate concepts and categories of the territorialization process of health surveillance practices

Active Sampling for Large-scale Information Retrieval Evaluation

Evaluation is crucial in Information Retrieval. The development of models, tools and methods has significantly benefited from the availability of reusable test collections formed through a standardized and thoroughly tested methodology, known as the Cranfield paradigm. Constructing these collections requires obtaining relevance judgments for a pool of documents, retrieved by systems participating in an evaluation task; thus involves immense human labor. To alleviate this effort different methods for constructing collections have been proposed in the literature, falling under two broad categories: (a) sampling, and (b) active selection of documents. The former devises a smart sampling strategy by choosing only a subset of documents to be assessed and inferring evaluation measure on the basis of the obtained sample; the sampling distribution is being fixed at the beginning of the process. The latter recognizes that systems contributing documents to be judged vary in quality, and actively selects documents from good systems. The quality of systems is measured every time a new document is being judged. In this paper we seek to solve the problem of large-scale retrieval evaluation combining the two approaches. We devise an active sampling method that avoids the bias of the active selection methods towards good systems, and at the same time reduces the variance of the current sampling approaches by placing a distribution over systems, which varies as judgments become available. We validate the proposed method using TREC data and demonstrate the advantages of this new method compared to past approaches

Creativity and intentionality: a philosophical attempt at reconstructing a creative process

The paper presents a philosophical proposition of elucidating creativity by means of distinguishing the category of intentionality. The intentional dimension of cognitive content encompasses predispositions for constructing sign systems. Such an intellectual modification of sign systems forms the foundation of dynamic creative acts. However, creative processes are not restricted to the sphere of intellectual operations, but also remain under the influence of object categories. For this reason, the results of creative processes must allow for the potential determinants of sensual matter. A transition between the subjective sphere of possibility and the objective sphere of potency indicates the dynamism of the process. A crucial component of the emergence of intentional relations is formulating the criterion of a creative process. It determines the rules of constructing sign systems, the forms of acceptable transformations as well as the possible modes of allowing for the results of this process