用于业务分析的自然语言处理

Khan Ali Marwani Dallo
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摘要

作为人工智能的一个分支,自然语言处理(NLP)作为一种强有力的商业分析工具正受到越来越多的关注。随着非结构化文本数据的激增,企业正在积极寻求从庞大的文本存储库中提取有价值见解的方法。NLP在商业分析领域的引入提供了一种变革性的方法,使传统的人工流程自动化,并促进实时的、数据驱动的决策。从情感分析到文本摘要,NLP正在促进企业解读消费者反馈,预测市场趋势,并打破全球化时代的语言障碍。本文阐述了NLP技术在商业分析中的发展,它们的应用,以及它们所带来的内在挑战和机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Natural language processing for business analytics
Natural Language Processing (NLP), a branch of artificial intelligence, is gaining traction as a potent tool for business analytics. With the proliferation of unstructured textual data, businesses are actively seeking methodologies to distill valuable insights from vast textual repositories. The introduction of NLP in the realm of business analytics offers a transformative approach, automating traditional manual processes and fostering real-time, data-driven decision-making. From sentiment analysis to text summarization, NLP is facilitating businesses in deciphering consumer feedback, predicting market trends, and breaking down linguistic barriers in the age of globalization. This paper sheds light on the evolution of NLP techniques in business analytics, their applications, and the inherent challenges and opportunities they present.
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