基于模糊搜索的流媒体播放器设计

Yutian Wang, Simeng Ma, Hui Wang, Jingling Wang
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摘要

如今,市场上大量的音乐软件被人们在日常生活中广泛使用。然而,仍有一些需要改进的地方。首先,考虑到音乐的数量很大,用户很难搜索到一首信息完整的歌曲。其次,由于移动网络的容易干扰,在播放音乐时可能会因为延迟而造成不好的体验。本文针对这些不足,设计了一款基于Android的流媒体播放器。一方面,设计了两种传输方式,用户可以根据网络情况进行选择。另一方面,本文比较了两种模糊搜索方法,最终采用Levenshtein距离来检索具有部分信息的歌曲。系统采用Java语言、Android系统框架和SSH (Struts + Spring + Hibernate)框架进行编程。系统中包含了用户中心、登录、注册等必备模块。测试结果表明,该播放器在各种网络环境下都表现良好。Levenshtein算法可以在较短的时间内找到与输入信息匹配的所有歌曲,模糊搜索的结果可以根据搜索结果与输入信息的关联值进行排序。
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Design of a streaming media player based on fuzzy searching
Nowadays, lots of music software in the market are used broadly by people in daily life. However there are still something to be improved. First of all, considering the large quantity of music, it is difficult for users to search for a song with full information. Second, due to the easy-interference of the mobile network, it may cause a bad experience because of the delay when playing music. In this paper, we designed a streaming media player based on Android to improve these deficiencies. On the one hand, two transfer methods were designed and can be selected by users to fit the network situation. On the other hand, two fuzzy searching methods was compared in this paper, and the Levenshtein distance was finally adopted to retrieve a song with partial information. Furthermore the system was programmed with the Java language, Android system framework and SSH (Struts + Spring + Hibernate) framework. Some necessary modules was contained in the system such as user center, logging in, registering and others. The test results demonstrated that the player performances well in various network situations. The Levenshtein algorithm can find out all of songs which matching the input information with less time and the result of fuzzy searching can be sorted by the correlation value between the search results and the input information.
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