On the application of game mechanics in information retrieval

Luca Galli, P. Fraternali, A. Bozzon
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引用次数: 16

Abstract

The exponential growth of digital generated content in the form of audio, video and complex data structures calls for novel methods and tools able to cope with the limitation of automated analysis techniques. Gamification, the process of using game design methodologies and game mechanics to enhance traditional applications, is a promising tool that can help to increase the active involvement of humans in the Information Retrieval processes. This work contributes to the emerging research field of Gamification in Information Retrieval by providing an overview on: 1) the fundamental elements of a game; 2) the major game mechanics that have been applied in traditional games and gamication techniques; and 3) an overview of the possible adoption of such techniques in a typical IR scenario. The goal is to lay a path for the adoption of these new tools in IR systems, focusing on their application to the traditional building blocks of the query and content analysis processes.
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论博弈机制在信息检索中的应用
数字生成内容以音频、视频和复杂数据结构的形式呈指数级增长,需要能够应对自动化分析技术局限性的新方法和工具。游戏化是使用游戏设计方法和游戏机制来增强传统应用程序的过程,是一种很有前途的工具,可以帮助增加人类在信息检索过程中的积极参与。这项工作通过概述以下内容对信息检索中的游戏化这一新兴研究领域做出了贡献:1)游戏的基本元素;2)传统游戏中的主要游戏机制和游戏化技术;3)在典型IR场景中可能采用此类技术的概述。目标是为在IR系统中采用这些新工具铺平道路,重点关注它们在传统的查询和内容分析过程构建块中的应用。
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On the application of game mechanics in information retrieval Studying user browsing behavior through gamified search tasks People recognition using gamified ambiguous feedback Creating Zombilingo, a game with a purpose for dependency syntax annotation Gamification of private digital data archive management
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