Table 1 A survey of related works that uses and/or provide occupational-related datasets
Publication | Data source | Size | Publicly available |
|---|---|---|---|
IPOD (our proposed dataset) [10] | Professional network | 475K | Yes |
Mimno et al. [5] | Resumes | 54K | No |
Lou et al. [11] | 67K | No | |
Paparrizos et al. [12] | Web | 5M | No |
Zhang et al. [13] | Job site | 7K | No |
Liu et al. [4] | Social network | 30K | No |
Li et al. [14] | – | No | |
Li et al. [15] | High tech company | – | No |
Yang et al. [16] | Resumes | 823K | No |
Zhu et al. [17] | Job portals | 2M | No |
James et al. [1] | APS | 60K | Yes |
Yang et al. [2] | Various channels | – | No |
Xu et al. [18] | Professional network | 20M | No |
Qin et al. [19] | High tech company | 1M | No |
Lim et al. [20] | 10K | No | |
Shen et al. [21] | High tech company | 14K | No |
Zhang et al. [22] | Resumes | 2.1M | No |
Nigam et al. [23] | Job portals | 4k | No |
Meng et al. [24] | Professional network | 414k | No |
Van Huynh et al. [25] | Job portals | 10k | Yes |
Gugnani et al. [26] | Job portals | 1.1M | No |
Alanoca et al. [27] | Resumes | 5k | No |
Zhang et al. [28] | 459k | No |