000000054 001__ 54
000000054 005__ 20240801202640.0
000000054 02470 $$ahttps://doi.org/10.3886/jg8j-6t78$$2DOI
000000054 037__ $$aADMIN
000000054 245__ $$aChatGPT in education: A discourse analysis of worries and concerns on social media
000000054 251__ $$av1
000000054 269__ $$a2023-09-26
000000054 336__ $$aDataset
000000054 510__ $$aLi, Lingyao and Hemphill, Libby. ChatGPT in education: A discourse analysis of worries and concerns on social media. Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/jg8j-6t78
000000054 520__ $$aThe rapid advancements in generative AI models present new opportunities in the education sector. However, it is imperative to acknowledge and address the potential risks and concerns that may arise with their use. We collected Twitter data to identify key concerns related to the use of ChatGPT in education. This dataset is used to support the study "ChatGPT in education: A discourse analysis of worries and concerns on social media." 

In this study, we particularly explored two research questions. RQ1 (Concerns): What are the key concerns that Twitter users perceive with using ChatGPT in education? RQ2 (Accounts): Which accounts are implicated in the discussion of these concerns? In summary, our study underscores the importance of responsible and ethical use of AI in education and highlights the need for collaboration among stakeholders to regulate AI policy.
000000054 536__ $$oNational Science Foundation$$c1928434
000000054 540__ $$aThis dataset has two levels of access: Login Required and Restricted.
<ul>
<li>Login Required files can be downloaded directly from the dataset record, once you have created and logged in to your SOMAR account. By downloading data files you agree to <a href="https://socialmediaarchive.org/pages/?page=Terms%20of%20Use&ln=en">ICPSR’s Terms of Use</a>.</li>

<li>Restricted data files require a Restricted Data Application and will typically be accessed through a secure virtual data enclave. <a href="https://docs.google.com/document/d/1g0RKeoNgaPpSGXLjnGibihSZ6UOAn3bfIy7gKA9CT9E/edit?usp=sharing">Learn more about applying for restricted data.</a></li>
</ul>

000000054 650__ $$aartificial intelligence
000000054 650__ $$aeducation
000000054 650__ $$asocial media
000000054 655__ $$aweb platform data
000000054 720__ $$aLi, Lingyao$$eData Collector$$uUniversity of Michigan$$2ORCID$$3lingyaol@umich.edu$$7Personal
000000054 720__ $$aHemphill, Libby$$eSupervisor$$uUniversity of Michigan$$10000-0002-3793-7281$$2ORCID$$3libbyh@umich.edu$$7Personal
000000054 791__ $$tChatGPT in education: A discourse analysis of worries and concerns on social media$$aJournal Article$$eIs Derived From$$2arXiv$$whttps://arxiv.org/abs/2305.02201
000000054 8564_ $$yTweet IDs$$96a5ed2a1-aabf-451e-aace-c47516ee298e$$s6528597$$uhttps://socialmediaarchive.org/record/54/files/tweet_ids_20221201_20230401.csv
000000054 8564_ $$yTweet IDs$$96ca6592c-71ee-4479-b19e-bfe0dc592a91$$s4908229$$uhttps://socialmediaarchive.org/record/54/files/tweet_ids_20221201_20230401.txt
000000054 8564_ $$yTweets including mentions, replies and retweets$$90782da91-ff26-4eb3-8437-402d39db4654$$s248465998$$uhttps://socialmediaarchive.org/record/54/files/chatgpt_education_tweets.json
000000054 906__ $$a2022-12-01$$b2023-03-31
000000054 907__ $$a2023-04-10$$b2023-04-11
000000054 908__ $$aTwitter
000000054 910__ $$aapplication programming interface (API)
000000054 911__ $$aThe rapid advancements in generative AI models present new opportunities in the education sector. However, it is imperative to acknowledge and address the potential risks and concerns that may arise with their use. We analyzed Twitter data to identify key concerns related to the use of ChatGPT in education.
000000054 912__ $$a<p>We used the academic version of Twitter Search API and selected fourteen education-related search terms along with the keyword “ChatGPT” to collect relevant tweets. Our search covered tweets posted from December 1, 2022, to March 31, 2023. OpenAI released ChatGPT on November 30, 2022 (OpenAI, 2022b). Specific search parameters include ChatGPT + school; ChatGPT + college; ChatGPT + university; ChatGPT + education; ChatGPT + student; ChatGPT + teacher; ChatGPT + learning; ChatGPT + curriculum; ChatGPT + class; ChatGPT + exam; ChatGPT + homework; ChatGPT + teaching; ChatGPT + academia; ChatGPT + academic.</p> 

<p>To ensure consistency in our dataset, we limited our search to English tweets that contained the designated keywords. This decision was based on the capabilities of the NLP tools we used to analyze the tweets. As a result, we collected a total of 247,484 tweets, including original tweets, mentions, replies, and retweets, in which 84,828 were original tweets.</p>

<p>For sentiment analysis, we applied the “twitter-roberta-base-sentiment-latest” released by Loureiro et al. (2022), which is a built based on its predecessor “twitter-roberta-base-sentiment” model released by Barbieri et al. (2020).</p>
000000054 914__ $$aAttributes of a tweet, such as tweet text, retweet count, favorite count, and time of tweet.
000000054 915__ $$anonprobability.availability
000000054 930__ $$ahttps://somar.infoready4.com/#freeformCompetitionDetail/1910931 
000000054 980__ $$aDatasets
000000054 980__ $$aX
000000054 980__ $$aArtificial Intelligence (AI)
000000054 981__ $$aPublished$$b2023-09-26