Table 4: Performances of different approaches to profile summarization in terms of different measurements Figure 6: The performance of CoFG with different training data size Table 5 shows the contribution of the social edges with CoFG.
coFG is our proposed approach with both education and experience information, coFG-edu means that the coFG model considers the social edges of education field (co_major, co_univ) only, and coFG-exp means that the coFG model considers the social edges of work experience field (co_title, co_corp) only.