Sorting of Search Results Based on Data Quality

Liang Wang, Liwei Wang, Zufa Fu, Zeqian Huang, Zhiyong Peng
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Abstract

With the rapid development of Web technology, more and more data on the web are considered as the source of information in current society. However, as the qualities of data fetched from different sources are different, it takes a lot of time to search the valuable data from tremendous web information. This paper proposed an approach to evaluate the data quality through integrating all dimensions of data representations. The evaluation of weight is estimated by the scores for data quality provided by users, which results in that the search results sorted by data quality can achieve the requirements of users. This method has been applied in a microbe system.
基于数据质量的搜索结果排序
随着Web技术的飞速发展,网络上越来越多的数据被认为是当今社会的信息来源。然而,由于从不同来源获取的数据质量不同,从海量的网络信息中搜索有价值的数据需要花费大量的时间。本文提出了一种通过整合数据表示的各个维度来评估数据质量的方法。权重的评价是通过用户提供的数据质量得分来估计的,从而使得按照数据质量排序的搜索结果能够达到用户的要求。该方法已在微生物系统中得到应用。
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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