一个语言不可知论的信息检索系统
Umar Bn Abdullahi1, Godspower Osaretin Ekuobase1
1University of Benin, Benin City, Nigeria.
TheScientificWorldJournal
|September 12, 2024
概括
由于语言障碍,单语人士被排除在网络空间之外. 一个新的语言不可知信息检索系统 (LAIRS) 架构通过支持多种语言来确保网络包容,与默认语言实现86%的平价.
科学领域:
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
- 社会语言学 社会语言学
背景情况:
- 由于语言障碍,全球网络空间对单语人士的排斥是一个重要的社会经济和文化问题.
- 现有的努力集中在社会经济解决方案上,往往忽视了固有的语言不平等.
- 网络参与依赖于人类与特定语言的应用程序的交互.
研究的目的:
- 为单语母语人士设计和实施网络包容解决方案.
- 开发一种语言不可知的信息检索系统 (IRS) 架构.
- 克服网络空间访问和信息检索中的语言不平等.
主要方法:
- 使用了设计科学研究方法.
- 使用统一建模语言设计了一个语言不可知的IRS架构.
- 实施采用敏捷和基于组件的软件工程方法.
- 评估涉及启发式分析和语言平价的系统评估.
主要成果:
- 开发的语言不可知论IRS (LAIRS) 在各种语言和查询中表现出极好的稳定性.
- 在其他语言的信息访问和检索中,LAIRS与默认语言实现了86%的平价.
- 该系统有效地支持用户语言检测,信息翻译和缓存.
结论:
- 在解决网络包容性语言障碍方面,LAIRS非常有效.
- 拟议的架构与现有的IRS相比,为促进数字股权提供了更优质的解决方案.
- 这项工作促进了所有语言群体普遍访问网络空间的目标.
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