Seth C. Lewis, David M. Markowitz, Jon Benedik Bunquin
{"title":"记者、情感与生成式人工智能聊天机器人的引入:对 ChatGPT 推出前后推文的大规模分析","authors":"Seth C. Lewis, David M. Markowitz, Jon Benedik Bunquin","doi":"arxiv-2409.08761","DOIUrl":null,"url":null,"abstract":"As part of a broader look at the impact of generative AI, this study\ninvestigated the emotional responses of journalists to the release of ChatGPT\nat the time of its launch. By analyzing nearly 1 million Tweets from\njournalists at major U.S. news outlets, we tracked changes in emotional tone\nand sentiment before and after the introduction of ChatGPT in November 2022.\nUsing various computational and natural language processing techniques to\nmeasure emotional shifts in response to ChatGPT's release, we found an increase\nin positive emotion and a more favorable tone post-launch, suggesting initial\noptimism toward AI's potential. This research underscores the pivotal role of\njournalists as interpreters of technological innovation and disruption,\nhighlighting how their emotional reactions may shape public narratives around\nemerging technologies. The study contributes to understanding the intersection\nof journalism, emotion, and AI, offering insights into the broader societal\nimpact of generative AI tools.","PeriodicalId":501024,"journal":{"name":"arXiv - CS - Computational Complexity","volume":"54 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Journalists, Emotions, and the Introduction of Generative AI Chatbots: A Large-Scale Analysis of Tweets Before and After the Launch of ChatGPT\",\"authors\":\"Seth C. Lewis, David M. Markowitz, Jon Benedik Bunquin\",\"doi\":\"arxiv-2409.08761\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As part of a broader look at the impact of generative AI, this study\\ninvestigated the emotional responses of journalists to the release of ChatGPT\\nat the time of its launch. By analyzing nearly 1 million Tweets from\\njournalists at major U.S. news outlets, we tracked changes in emotional tone\\nand sentiment before and after the introduction of ChatGPT in November 2022.\\nUsing various computational and natural language processing techniques to\\nmeasure emotional shifts in response to ChatGPT's release, we found an increase\\nin positive emotion and a more favorable tone post-launch, suggesting initial\\noptimism toward AI's potential. This research underscores the pivotal role of\\njournalists as interpreters of technological innovation and disruption,\\nhighlighting how their emotional reactions may shape public narratives around\\nemerging technologies. The study contributes to understanding the intersection\\nof journalism, emotion, and AI, offering insights into the broader societal\\nimpact of generative AI tools.\",\"PeriodicalId\":501024,\"journal\":{\"name\":\"arXiv - CS - Computational Complexity\",\"volume\":\"54 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Computational Complexity\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.08761\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computational Complexity","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.08761","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Journalists, Emotions, and the Introduction of Generative AI Chatbots: A Large-Scale Analysis of Tweets Before and After the Launch of ChatGPT
As part of a broader look at the impact of generative AI, this study
investigated the emotional responses of journalists to the release of ChatGPT
at the time of its launch. By analyzing nearly 1 million Tweets from
journalists at major U.S. news outlets, we tracked changes in emotional tone
and sentiment before and after the introduction of ChatGPT in November 2022.
Using various computational and natural language processing techniques to
measure emotional shifts in response to ChatGPT's release, we found an increase
in positive emotion and a more favorable tone post-launch, suggesting initial
optimism toward AI's potential. This research underscores the pivotal role of
journalists as interpreters of technological innovation and disruption,
highlighting how their emotional reactions may shape public narratives around
emerging technologies. The study contributes to understanding the intersection
of journalism, emotion, and AI, offering insights into the broader societal
impact of generative AI tools.