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We introduce the notion of ranking robustness, which refers to a property of a ranked list of documents that indicates how
stable the ranking is in the presence of uncertainty in the ranked documents. We propose a statistical measure called the
robustness score to quantify this notion. Our initial motivation for measuring ranking robustness is to predict topic difficulty
for content-based queries in the ad-hoc retrieval task. Our results demonstrate that the robustness score is positively and
consistently correlation with average precision of content-based queries across a variety of TREC test collections. Though
our focus is on prediction under the ad-hoc retrieval task, we observe an interesting negative correlation with query performance
when our technique is applied to named-page finding queries, which are a fundamentally different kind of queries. A side effect
of this different behavior of the robustness score between the two types of queries is that the robustness score is also found
to be a good feature for query classification.
相似文献
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The aim of our study was to further develop an understanding of social capital in organizational-knowledge-sharing. We first developed a measurement tool and then a theoretical framework in which three social capital factors (social network, social trust, and shared goals) were combined with the theory of reasoned action; their relationships were then examined using confirmatory factoring analysis. We then surveyed of 190 managers from Hong Kong firms, we confirm that a social network and shared goals significantly contributed to a person's volition to share knowledge, and directly contributed to the perceived social pressure of the organization. The social trust has however showed no direct effect on the attitude and subjective norm of sharing knowledge. 相似文献
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目前,制约竞争情报发展的一个关键问题就是情报的收集与分析手段比较落后,远远不能胜任竞争情报系统所蕴含的特点和功效。本文将竞争情报作为一种特殊的知识,吸纳知识发现理论成果和方法,提升现有竞争情报系统的构造技术,真正做到快速、全面、准确和智能化的竞争情报生成和利用。 相似文献
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Several results in coding theory (e.g. the Carlitz-Uchiyama bound) show that the weight distributions of certain algebraic codes of lengthn are concentrated aroundn/2 within a range of width n. It is proved in this article that the extreme weights of a linear binary code of sufficiently high dual distance cannot be too close ton/2, the gap being of order n. The tools used involve the Pless identities and the orthogonality properties of Krawtchouk polynomials, as well as estimates on their zeroes. As a by-product upper bounds on the minimum distance of self-dual binary codes are derived. 相似文献
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Integrated agri-industrial systems (IAISs), such as sugarcane supply and processing systems, are complex systems and hence generally difficult to understand and manage. The large number factors in IAISs coupled with the complex interrelationships among the factors make it challenging to identify the points of intervention for improving their overall performance. Several approaches, such as the network theory and the Theory of Constraints have been used to identify important factors in systems with variations in success. This paper demonstrates a primary influence vertex approach for identifying and ranking the factors that drive the performance of IAISs. The approach is based on comprehensive causal network analyses and was tested in four relatively diverse large-scale sugarcane milling operations in South Africa. Results from the analyses were found to be consistent with the literature and external knowledge of the milling areas as at the time of the study. It is concluded that the approach can proffer a sound basis from which deeper rooted problems in systems can be identified on an ongoing basis. It is, however, recommended that the approach should be systematically compared with other relevant methods that are used to analyse complex systems. 相似文献
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周敏 《网络安全技术与应用》2011,(3):68-69,75
支付系统在经济活动中扮演了重要角色,为了让金融及电子商务等专业学生掌握支付系统的业务流程和让科研人员对支付系统进行研究,有必要建立支付系统的实验环境.本文细致深入地分析了支付系统实验环境应具有的功能、建设目标和软硬件环境,对高校开设支付系统相关的课程和建设实验环境提供了有价值的参考. 相似文献