Exact(12)
Figure 1 shows the average percentage of positive, negative, and neutral valence ratings for representative words of each emotion type.
Of all the emotion types, happiness has the most number of representative words in all three regions.
However the problem of identifying representative words for the collection of documents still remains a challenging task.
Open image in new window Fig. 4 Representative words and phrases of Cluster 5 of MaxConf (DF) in Amazon.co.jp retweeting followers' tweets.
On the other hand, the BOF strategy combining a SVM classifier uses the histogram (low-order statistics) of visual words (representative words) with SIFT local descriptors.
This happens since LIHC performs a document hierarchical clustering, instead of words, and then selects the five more representative words of each cluster to compose an aspect.
Similar(44)
Figure 1 Representative word printed by each device.
The chosen theme helps dictate what the game will be called: once the theme is decided, the team search through various languages to find a suitable representative word.
We compare the performance of our method to that of Weeder (version 1.4.2, Pavesi et al., 2004), a representative word-based method based on exhaustive enumeration with a limited number of mutations.
Furthermore, representative emotion words (excluding other emotions and unfamiliar) received on average higher intensity ratings compared to blended emotion words, and the trend was significant in all three regions (p < .001 in all t tests).
Table 6 also shows that altogether 90 representative emotion words were shared by all three areas, which can be considered as the core emotion lexicon in Chinese.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com