Skip to main content

Table 4 Topic modeling using LDA (Latent Dirichlet allocation model)

From: Uncovering trend-based research insights on teaching and learning in big data

  1st Keyword (Prob.) 2nd Keyword (Prob.) 3rd Keyword (Prob.) 4th Keyword (Prob.) 5th Keyword (Prob.) # of documents
Topic-1 learning (0.113) practice (0.037) assessment (0.034) activity (0.028) community (0.023) 226
Topic-2 student (0.149) university (0.085) experience (0.049) classroom (0.016) staff (0.01) 199
Topic-3 research (0.099) paper (0.045) supervisor (0.023) context (0.023) academic (0.02) 198
Topic-4 education (0.114) approach (0.036) institution (0.019) system (0.014) study (0.012) 188
Topic-5 group (0.071) result (0.038) participant (0.024) student (0.023) effect (0.016) 182
Topic-6 skill (0.039) knowledge (0.037) model (0.029) performance (0.027) role (0.026) 174
Topic-7 student (0.09) study (0.082) emotion (0.032) challenge (0.025) perception (0.021) 164
Topic-8 student (0.085) analysis (0.035) relationship (0.032) strategy (0.025) feedback (0.024) 154
Topic-9 student (0.073) study (0.066) course (0.048) outcome (0.026) case (0.019) 132
Topic-10 teaching (0.048) finding (0.04) teacher (0.034) student (0.028) practice (0.027) 126