taytay0904
commented
4 years ago - Overall idea: Use collaborative filtering to do the job matching
a. data cleaning
1.extract useful words from job description
2.Clustering jobs
b. user profiling
- Examine the job that users are really interested
a. Revisit Data
b. Readtime data
c. Activity data
c .Do collaborative filtering on these data
- Future steps overview:
cluster-based CF: The list of jobs recommended according to the cluster-based ACF approach. That is, each target user is recommended the most frequent jobs in its virtual community (Definition 3)
- Future steps overview:
cluster-based CF: The list of jobs recommended according to the cluster-based ACF approach. That is, each target user is recommended the most frequent jobs in its virtual community (Definition 3)
- Examine the job that users are really interested
a. Revisit Data
b. Readtime data
c. Activity data
c .Do collaborative filtering on these data