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探索ChatGPT在定性数据分析中的应用

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探讨人工智能(AI)技术在定性数据分析领域的应用与发展.首先介绍定性数据分析的背景和重要性,随后重点关注近年来兴起的语言模型ChatGPT(Chat Generative Pre-trained Transformer)在该领域的应用.ChatGPT以其强大的自然语言处理和生成能力,为情感分析、主题识别、智能问答等定性数据分析任务提供了新的解决方案.尽管ChatGPT在定性数据分析中展现出了巨大的潜力,但仍面临数据质量、模型可解释性和用户个性化等方面的挑战.展望未来,随着ChatGPT及其相关技术的不断进步和创新,其将在定性数据分析领域发挥越来越重要的作用,为数据驱动决策和业务发展提供更加智能和高效的解决方案.
Exploring Application of ChatGPT in Qualitative Data Analysis
This article explores the application and development of artificial intelligence technology in the field of qualitative data analysis.The background and importance of qualitative data analysis are introduced,followed by a focus on the potential applications of the language model ChatGPT,which has emerged in recent years,in this field.ChatGPT,with its powerful natural language processing and generation capabilities,provides a new solution for qualitative data analysis tasks such as sentiment analysis,topic recognition,and intelligent question answering.However,although ChatGPT has shown great potential in qualitative data analysis,it still faces challenges in data quality,model interpretability,and user personalization.Looking ahead to the future,with the continuous progress and innovation of technology,ChatGPT and its related technologies will play an increasingly important role in qualitative data analysis,providing more intelligent and efficient solutions for data-driven decision-making and business development.

artificial intelligencequalitative data analysisChatGPTnatural language processingdata qualitydata-driven

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天津市宁河区兴宁建设投资集团有限公司 天津 301500

人工智能 定性数据分析 ChatGPT 自然语言处理 数据质量 数据驱动

2024

天津科技
天津科学技术信息研究所

天津科技

影响因子:0.253
ISSN:1006-8945
年,卷(期):2024.51(10)