Arielle Isaacson, Julianna Coleman, King Fok, Dorothy W Tolchin
Creating an anti-ableist learning environment: Development of a novel disability-related microaggressions session for medical and dental students and mixed methods analysis of impact on learning and empowerment
Disability and health journal
exacerbation global climate change growing environmental awareness among general public concept green consumption gained significant attention across various sectors society representative example green consumer products energysaving products play crucial role timely realization dual carbon goals however analysis online comments regarding energysaving products reveals majority products still exhibit shortcomings terms efficacy noise level costeffectiveness particularly energysaving appliances study focuses usergenerated online comments data taobao ecommerce platform grade 1 energysaving refrigerators employing text mining techniques study aims extract essential information sentiments expressed comments order explore consumption characteristics grade 1 energysaving refrigerators moreover lbba ldabertbilstmattention model utilized investigate consumer topics interest emotional features initially lda model adopted identify attributes weights consumer concerns subsequently bert model pretrained online comment data combined bilstm algorithm attention mechanism predict sentiment categories finally transfer learning approach utilized determine sentiment inclination usergenerated online comments identify primary driving factors behind sentiment category research employs sentiment analysis online comments data regarding energysaving products uncover consumer sentiment attributes emotional characteristics provides decisionmakers comprehensive systematic understanding public consumption intentions offering decision support efficient operation management energysaving product market