行动背后的目标

Dimitra Papadimitriou, G. Koutrika, J. Mylopoulos, Yannis Velegrakis
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引用次数: 6

摘要

人类活动几乎总是有意的,无论是在物理环境中还是作为与计算机系统交互的一部分。通过理解用户生成事件发生的原因以及它们服务的目的,系统可以提供显著改进且更具吸引力的体验。然而,目标并不容易实现。分析用户行为(如点击和购买)可以揭示模式和行为,但理解这些行为背后的目标是一个不同的、具有挑战性的问题。我们的工作为目标管理提供了一个统一的、多学科的观点,涵盖了许多不同的案例,其中可以使用目标和利用目标的技术。我们的目的是为需要正式定义的概念和具有挑战性的任务提供一个公共参考点,当有人想从面向目标的角度处理数据分析问题时。这项工作还可以作为一个跳板,讨论数据管理、分析和共享系统和应用中面向目标的方法的几个开放挑战和机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Goal Behind the Action
Human activity is almost always intentional, be it in a physical context or as part of an interaction with a computer system. By understanding why user-generated events are happening and what purposes they serve, a system can offer a significantly improved and more engaging experience. However, goals cannot be easily captured. Analyzing user actions such as clicks and purchases can reveal patterns and behaviors, but understanding the goals behind these actions is a different and challenging issue. Our work presents a unified, multidisciplinary viewpoint for goal management that covers many different cases where goals can be used and techniques with which they can be exploited. Our purpose is to provide a common reference point to the concepts and challenging tasks that need to be formally defined when someone wants to approach a data analysis problem from a goal-oriented point of view. This work also serves as a springboard to discuss several open challenges and opportunities for goal-oriented approaches in data management, analysis, and sharing systems and applications.
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