2026-10-11T21:41:31Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33865455 2026-09-16T17:29:23Z category_734 category_931 category_106 portal_5 item_type_3 month_year_09_2026

<p>Annual statistical overview of topic frequency trends.</p> Yun Zhang (131894) Weikang Xie (23075722) Xiao Li (107004) Wei Liao (166135) Tao Shu (710427) Jixian Zhou (12026528) Jun Wang (5906) Biological Sciences not elsewhere classified Information Systems not elsewhere classified Science Policy supporting technological innovation stricter control measures shared rental services shared rental experiences shared energy market risk early warning portable energy market magnetic connection innovation government administrative management event correlation analysis enhanced semantic modeling discover latent topics china &# 8217 based sentiment analysis guiding product optimization 023 public comments strong negative views llm consensus voting label topic assignment first clusters llm public opinion monitoring study therefore develops data driven analysis study demonstrates product safety opinion fluctuations driven framework sustainable development specific industries significant challenge service quality safety incidents safety governance risen rapidly results show related events rapid growth proposed framework pricing disputes ongoing exposure mainly positive interpret short generated data electrical safety device durability daily life closely related closely integrated <p>Annual statistical overview of topic frequency trends.</p> 2026-09-16T17:29:02Z Dataset Dataset 10.1371/journal.pone.0357018.t007 https://figshare.com/articles/dataset/_p_Annual_statistical_overview_of_topic_frequency_trends_p_/33865455 CC BY 4.0