In Figure 3, we can see that the word pair that has links to many documents can be assigned a high weight to denote a strong associative degree between the topic term and a sentiment word, and it likely expresses a relevant opinion.
if a document has links to many word pairs, the document is with many relevant opinions, and it will result in high ranking.