Table 7 Neighborhood of the word ‘happy’ and the largest cliques in the corresponding neighborhoods in the considered networks
From: Graph-based exploration and clustering analysis of semantic spaces
Cluster type | Size | Words |
|---|---|---|
Word2vec embedding of Google News network (threshold = 0.5) | ||
Neighborhood | 31 | anxious appreciative chuffed confident delighted disappointed eager ecstatic elated excited fortunate glad good grateful hopeful lucky nice okay optimistic overjoyed pleased proud relieved sad satisfied sorry sure surprised thankful thrilled unhappy |
Clique | 11 | appreciative delighted ecstatic elated excited glad grateful overjoyed pleased proud thrilled |
Word2vec embedding of Amazon Reviews network (threshold = 0.5) | ||
Neighborhood | 28 | delighted disappointed disgusted displeased dissatisfied ecstatic excited familiar frustrated glad glade grateful impressed infatuated mad obsessed optimistic picky pleased proud relieved sad satisfied thrilled unhappy unimpressed unsatisfied upset |
Clique | 14 | delighted disappointed disgusted displeased dissatisfied grateful impressed pleased proud satisfied thrilled unhappy unsatisfied upset |
WordNet and Moby Thesaurus networks | ||
WordNet Neighborhood | 3 | felicitous glad well-chosen |
Moby Thesaurus Clique | 34 | advantageous advisable appropriate becoming befitting congruous convenient decent desirable expedient favorable feasible felicitous fit fitting fructuous good likely meet opportune politic profitable proper recommendable right seasonable seemly suitable timely ’to be desired’ useful well-timed wise worthwhile |