The abstraction hierarchy (Rasmussen, 1985) is a modelling framework proposed for the design of displays to aid problem-solving. The model links information along two dimensions - means-end links of abstraction, and p...
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The abstraction hierarchy (Rasmussen, 1985) is a modelling framework proposed for the design of displays to aid problem-solving. The model links information along two dimensions - means-end links of abstraction, and part-whole links of decomposition. While these links connect the model, little research has directly explored the perceptual support of these links. Based on one abstraction hierarchy for a simulated power plant, we designed three graphical displays that provided differential perceptual support for means-end links. The displays provided space-time, only spatial, or only temporal integration of means-end links. Subjects performed a link-spanning information search task using one of the displays. Significant differences were found in search accuracy and in the types of errors that occurred when using the three displays. This research sheds light on the integration of means-end information in ecological displays and demonstrates a novel information search task for evaluating large ecological displays.
Computer networks are pervasive and critical to the operation of today's businesses. While most of us take computer networks for granted, network managers who must configure, operate, and fix faults in computer ne...
Computer networks are pervasive and critical to the operation of today's businesses. While most of us take computer networks for granted, network managers who must configure, operate, and fix faults in computer networks face a daunting task that becomes more complex everyday. Ecological interfacedesign has been shown to be a promising approach for complex systems such as power plants or petrochemical systems. Computer networks are a very different work domain characterized by rapid technological change, extreme decentralization, and the existence of “soft” components. This paper presents the first work domain analysis of this new domain creating an abstraction hierarchy for general signal transfer systems and general computing networks. It shows how the abstraction hierarchy can be applied to this new domain and presents the initial work on an ecological interfacedesign for network management.
For businesses, virtual private networking has become a new method of building corporate communication networks. In addition to providing improved flexibility, security and global reach, virtual private networks (VPNs...
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For businesses, virtual private networking has become a new method of building corporate communication networks. In addition to providing improved flexibility, security and global reach, virtual private networks (VPNs) can offer substantial cost-savings by reducing the dependence on expensive, private leased-line networks and troublesome remote-access solutions. Unfortunately, the deployment and management of such systems may come at a high cost. Depending on the nature of the business relationship between the enterprise and the Internet Service Provider (ISP), the network manager may have to deal with the increasingly daunting task of configuring, operating, and fixing security leaks and other faults in the system as the communication needs of the organization expand and change. However, a new design technique known as ecological interfacedesign (EID) has been shown to be a promising approach for supporting operator tasks in complex work domains, such as nuclear power plants or petrochemical systems. A distinguishing feature of this approach is that display interfaces are designed by first conducting a work domain analysis (WDA), which focuses on identifying the important goals and environmental constraints that govern system behavior. By visually portraying the relationships between system goals, constraints, and the state of physical components in a structured manner, the problem-solving activities of operators can be effectively supported during abnormal or unanticipated situations. Due to the problem-solving nature of VPN management, interfaces for network management tools can be made more effective through the application of EID principles.
The abstraction hierarchy (Rasmussen, 1985) is a modelling framework proposed for the design of displays to aid problem-solving. The model links information along two dimensions — means-end links of abstraction, and ...
The abstraction hierarchy (Rasmussen, 1985) is a modelling framework proposed for the design of displays to aid problem-solving. The model links information along two dimensions — means-end links of abstraction, and part-whole links of decomposition. While these links connect the model, little research has directly explored the perceptual support of these links. Based on one abstraction hierarchy for a simulated power plant, we designed three graphical displays that provided differential perceptual support for means-end links. The displays provided space-time, only spatial, or only temporal integration of means-end links. Subjects performed a link-spanning information search task using one of the displays. Significant differences were found in search accuracy and in the types of errors that occurred when using the three displays. This research sheds light on the integration of means-end information in ecological displays and demonstrates a novel information search task for evaluating large ecological displays.
Software maintenance is a time consuming and expensive phase of a software product's life-cycle. The paper investigates the use of software design metrics to statistically estimate the maintainability of large sof...
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ISBN:
(纸本)0769508812
Software maintenance is a time consuming and expensive phase of a software product's life-cycle. The paper investigates the use of software design metrics to statistically estimate the maintainability of large software systems, and to identify error prone modules. A methodology for assessing, evaluating and, selecting software metrics for predicting software maintainability is presented. In addition, a linear prediction model based on a minimal set of design level software metrics is proposed. The model is evaluated by applying it to industrial software systems.
After exhausting all '"pollution prevention pays" opportunities, further efforts towards environmental protection often engender some type of cost to the manufacturer. Then, designers must weigh tradeoff...
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After exhausting all '"pollution prevention pays" opportunities, further efforts towards environmental protection often engender some type of cost to the manufacturer. Then, designers must weigh tradeoffs between environmental impacts and equally pressing needs to reduce costs, improve product quality, and reduce cycle time: all while meeting customer demands, which are the driving force behind the design process. Although there is a growing market for "green"' products as customers' desire to be environmentally responsible increases, it is extremely difficult to accurately assess the customer's actual willingness to pay for environmental protection. This paper first briefly reviews methods for assessing customer preferences. Then, it presents a decision model for use by design engineers to assist in making these tradeoffs between cost, quality, and environmental impact in which customer preferences can be reflected in weighting factors assigned by the design engineer. Qualitative HOQ information is used as a starting point to derive a mathematical programming formulation for multi-objective optimization. Finally, an illustrative example for printed circuit board assembly is provided.
Ecological interfacedesign (EID) has shown success as an approach for interfacedesign in the case of a process control microworld. However, in applying the EID approach to larger systems, questions of navigation and...
Ecological interfacedesign (EID) has shown success as an approach for interfacedesign in the case of a process control microworld. However, in applying the EID approach to larger systems, questions of navigation and integration of abstract information arise. In this study, three ecological displays were developed for an industry-scale simulated power plant from an abstraction-decomposition model of that plant. In one of the displays, the abstraction levels were temporally separated. In the other two displays the abstraction levels were temporally integrated. When using the temporally separated display, subjects developed distinct temporal scanning patterns along the abstraction dimension. The nature and characteristic of the scanning patterns suggests that functional integration is an important design element when designing large ecological displays.
Work domain analysis (WDA) is an approach developed by Rasmussen (1985) for representing the structure of complex work environments. Many examples of the approach have surfaced in the literature, predominantly of phys...
Work domain analysis (WDA) is an approach developed by Rasmussen (1985) for representing the structure of complex work environments. Many examples of the approach have surfaced in the literature, predominantly of physically coupled causal systems (e.g., process control). For causal systems, the environment is strongly constrained by the laws of nature. This approach can also be used for representing intentional systems (e.g., military command and control), although there is some controversy on this issue. For intentional systems, the environment is strongly constrained by actors' intentions, values, and priorities of practice. This paper discusses the differences between causal and intentional systems and provides direction on how to proceed with a WDA for intentional systems. A WDA is presented for emergency ambulance dispatch management and military command and control to illustrate the approach. Finally, a discussion of the implications and future research recommendations are presented.
Artificial neural networks (ANNs) have demonstrated their success in many applications due to their ability to solve some problems with relative ease of use and the model-free property they enjoy. ANNs can solve probl...
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Artificial neural networks (ANNs) have demonstrated their success in many applications due to their ability to solve some problems with relative ease of use and the model-free property they enjoy. ANNs can solve problems without the need to understand or learn the analytical and statistical properties of the problem nor the solution steps. Research in ANNs has resulted in a variety of models and learning algorithms. In this paper, a brief review of recent advances in the field is presented. The paper then focuses on the recent work conducted by the author's group on modular neural networks. In particular, the paper discusses the different modular structures, modes of interactions, capabilities, co-operation among modules and fusion of their decisions. Performance of these models has proven to be superior to nonmodular neural networks.
Combining decisions from several classifiers can be used to improve on the results of handwritten characters recognition. There are different methods to combine these decisions, most of which are static. We present an...
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Combining decisions from several classifiers can be used to improve on the results of handwritten characters recognition. There are different methods to combine these decisions, most of which are static. We present an architecture that integrates learning into the voting scheme used to aggregate individual decisions. The focus of the work is to make the decision fusion a more adaptive process. This approach makes use of feature detectors responsible for gathering information about the input to perform adaptive decision aggregation. The approach is tested on handwritten Arabic character recognition. The results showed an improvement over any individual classifier, as well as different static classifier combining schemes.
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