SMS-based web search for low-end mobile devices

Jay Chen, L. Subramanian, E. Brewer
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引用次数: 52

Abstract

Short Messaging Service (SMS) based mobile information services have become increasingly common around the world, especially in emerging regions among users with low-end mobile devices. This paper presents the design and implementation of SMSFind, an SMS-based search system that enables users to obtain extremely concise (one SMS) message of 140 bytes) and appropriate search responses for queries across arbitrary topics in one round of interaction. SMSFind is designed to complement existing SMS-based search services that are either limited in the topics they recognize or involve a human in the loop. Given an unstructured search query, SMSFind, uses a conventional search engine as a back-end to elicit several search responses and uses a combination of information retrieval techniques to extract the most appropriate 140-byte snippet as the final SMS search response. We show that SMSFind returns appropriate responses for 57.3% of ChaCha search queries in our test set; this accuracy rate is high given that ChaCha employs a human to answer the same questions. We have also deployed a pilot version of SMSFind for use with a small focus group in Kenya to explore the interaction issues of such a system and share our experience.
基于短信的低端移动设备网络搜索
基于短信服务(SMS)的移动信息服务在全球范围内变得越来越普遍,特别是在新兴地区,用户使用低端移动设备。本文介绍了SMSFind的设计和实现,这是一个基于短信的搜索系统,使用户能够在一轮交互中获得非常简洁(一条140字节的短信)和针对任意主题的查询的适当搜索响应。SMSFind旨在补充现有的基于sms的搜索服务,这些服务要么在识别的主题方面受到限制,要么在循环中涉及人工。给定一个非结构化搜索查询,SMSFind使用传统搜索引擎作为后端来引出几个搜索响应,并使用信息检索技术的组合来提取最合适的140字节片段作为最终的SMS搜索响应。我们发现SMSFind在我们的测试集中对57.3%的ChaCha搜索查询返回适当的响应;考虑到ChaCha雇佣了一个人来回答同样的问题,这个准确率很高。我们还部署了SMSFind的试点版本,供肯尼亚的一个小型焦点小组使用,以探索这种系统的交互问题并分享我们的经验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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