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Sentiment analysis of Arabic language influence on Spanish vocabulary: An El Paí s newspaper and Twitter case study

机译:阿拉伯语对西班牙语词汇影响的情感分析:ElPaí的报纸和Twitter案例研究

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摘要

Although digital online media and social networks have become a valuable resource for mining sentiments, there is no previous research investigating the layman’s sentiment towards Spanish words of Arabic etymology related to Islam. This study fills this gap through the analysis of a digital corpus of the Spanish leading daily newspaper El País, including 570,312 words along with a random sample of 4,586 out of 45,860 tweets collected using a specialized software. An expert-predefined Spanish lexicon of around 6,800 seed adjectives was used to conduct the analysis. Results indicate a generally positive sentiment towards several Spanish words of Arabic etymology related to Islam. By implementing both a qualitative and quantitative methodology to analyze sentiments towards Spanish words of Arabic etymology, this case research adds breadth and depth to the debate over Arabic language influence on Spanish vocabulary.
机译:尽管数字在线媒体和社交网络已成为挖掘情感​​的宝贵资源,但以前没有研究调查外行对与伊斯兰教有关的阿拉伯词源的西班牙语单词的情感。这项研究通过分析西班牙主要日报ElPaís的数字语料库来填补这一空白,该数字语料库包含570,312个单词以及使用专用软件收集的45,860条推文中的4,586条随机样本。使用专家预定义的大约6,800个种子形容词的西班牙语词典来进行分析。结果表明,人们对与伊斯兰教有关的阿拉伯语词源学的几个西班牙语单词普遍持积极态度。通过采用定性和定量方法来分析对阿拉伯语词源学的西班牙语单词的情感,此案例研究为有关阿拉伯语言对西班牙语词汇的影响的辩论增加了广度和深度。

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