mysc 2.0:一种改进的交互式生命日志检索系统

Ly-Duyen Tran, Manh-Duy Nguyen, N. Binh, Hyowon Lee, C. Gurrin
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引用次数: 29

摘要

除了对生命日志交互检索工具的准确性和快速响应的要求外,由于海量的多模态个人数据,构建一个生命日志交互检索系统面临着许多挑战。生命日志检索挑战赛(LSC)是一项国际生命日志检索竞赛,旨在激励研究人员开发他们的系统来应对挑战并评估其解决方案的有效性。在本文中,我们对以前的mysc系统进行了升级,并在LSC'21上提出了mysc系统2.0,该系统在新手用户的实验中得到了改进。实验表明,新手的平均得分达到了专家的一半以上。为了缩小它们之间的差距,我们确定了一些潜在的增强功能,并将其集成到增强版本中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Myscéal 2.0: A Revised Experimental Interactive Lifelog Retrieval System for LSC'21
Building an interactive retrieval system for lifelogging contains many challenges due to massive multi-modal personal data besides the requirement of accuracy and rapid response for such a tool. The Lifelog Search Challenge (LSC) is the international lifelog retrieval competition that inspires researchers to develop their systems to cope with the challenges and evaluates the effectiveness of their solutions. In this paper, we upgrade our previous Myscéal and present Myscéal 2.0 system for the LSC'21 with the improved features inspired by the novice users experiments. The experiments show that a novice user achieved more than half of the expert score on average. To mitigate the gap of them, some potential enhancements were identified and integrated to the enhanced version.
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