Learning Multi-faceted Representations of Individuals from Heterogeneous Evidence using Neural Networks
Table 2: Accuracy for different models on 9-class job occupation prediction from social representations.
['Model', 'Accuracy']
As can be seen, user generated content offers informative evidence about job occupation. We also observe that considering network information yields significant performance improvement due to the homophily effect, which has been spotted in earlier work Li et al. Again, the best performing model is the one that considers all sorts of evidence.