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Improving the Quality of Corporate Household Data: Current Practices and Research Directions

机译:改善公司家庭数据的质量:当前实践和研究方向

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Corporate household data not only refers to the strict hierarchical structure about and within the corporation, but also the variety of inter-organizational relationships. It is becoming increasingly important for many purposes ranging from CRM and ERP applications, to risk management, supply chain management, and marketing. We propose conceptual definitions for corporate household, corporate household knowledge, and corporate household knowledge processor. After describing research challenges and conceptual definitions, we summarize current practices and approaches. We then present a two-part plan: (1) continue our qualitative research to describe the various different sources, views, and purposes for corporate household data, including the rules used in each case; (2) apply the context interchange theory to represent the corporate household data and underlying knowledge and enable the context mediation technology to correctly understand and reason about both the context of the sources and the context of the user's query about corporate household data.
机译:公司家庭数据不仅指关于公司内部和内部的严格分层结构,而且还指各种组织间关系。从CRM和ERP应用程序到风险管理,供应链管理和市场营销的许多目的,它变得越来越重要。我们为公司家庭,公司家庭知识和公司家庭知识处理器提出概念性定义。在描述了研究挑战和概念定义之后,我们总结了当前的实践和方法。然后,我们提出一个分为两部分的计划:(1)继续进行定性研究,以描述公司家庭数据的各种不同来源,观点和目的,包括每种情况下使用的规则; (2)应用上下文互换理论来表示公司家庭数据和基础知识,并使上下文调解技术能够正确理解和推理出有关源的上下文以及用户对公司家庭数据的查询上下文。

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