一个探索性的内容和感受分析的卫士的元宇宙文章使用词汇和自然语言处理的词汇和自然语言处理
Sezai Tunca1, Bulent Sezen1, Violetta Wilk2
1Faculty of Business Administration, Gebze Technical University, Kocaeli, Turkey.
概括
超级宇宙正在迅速发展,有61%的媒体报道是积极的,突出了游戏和区块链技术的创新. 然而,30%的报道引起了人们对社交平台上的错误信息和伤害的担忧.
科学领域:
- 数字通信数字通信
- 媒体研究 媒体研究
- 计算机科学 计算机科学
背景情况:
- 超宇宙是一个快速发展的虚拟世界,吸引了大量的投资和用户兴趣.
- 关于元宇宙概念的情绪和影响的综合研究有限.
- 了解公众和媒体的看法对于导航其发展至关重要.
研究的目的:
- 分析围绕元宇宙概念的情绪 (积极/消极).
- 识别元宇宙和相关概念之间的关联.
- 探索元宇宙的特征和演变.
主要方法:
- 利用自然语言处理 (NLP) 和人工智能 (AI) 进行计算定性分析.
- 使用Leximancer和自然语言工具包 (NLTK) 分析了"卫报" (2021-2022) 的metaverse文章.
- 使用Monkeylearn API用于关键主题的部门分类.
主要成果:
- 情绪分析显示,对元宇宙的覆盖率为61%的积极,30%的消极和9%的中立.
- 积极的话语集中在创新 (区块链,NFT,游戏) 上,而负面的话语强调问题 (错误信息,伤害,平台问题).
- 主要主题包括"元宇宙"",Facebook"",游戏"和"平台";内容主题是"营销/广告/公关"",娱乐"和"科学与技术".
结论:
- 超宇宙带来了重大机遇和挑战,反映在混合媒体情绪中.
- NLP和AI提供了一种新的方法来分析大规模的文本数据,以分析像元宇宙这样的新兴概念.
- 这项研究提供了对元宇宙特征及其与其他数字概念的关系的基础见解.
关键词:
计算定性分析是一种计算定性分析.内容分析 内容分析一个名为Leximancer的商人.超级变态 (Metaverse) 是一个变态.自然语言处理 (NLP)情绪分析是一种情绪分析.专题分析 专题分析更多相关视频
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