Career Network Project

Develop novel algorithms and learning techniques for applications in career social network.

Data and Code : about the collection of public official resume data and the construction of dynamic career network.

Visualization : career network visualization

Reading List : related papers to be discussed later

Resources : external links to tools and online learning resources

Xianfeng Project : a page dedicated to the Xianfeng project

Deployment Log : deployment progress update

• Meeting notes
• Final report: Career Platform Report

• Who: Yang, Yongchi, Qiqi, Dexu, Yuancheng, Ricky and Zhiwei
• Meeting slides: qiqi & yongchi dexuricky yuancheng

• Who: Yang, Yongchi, Qiqi, Dexu, Zhiwei, Zhiyuan
• Make plans for the September report and demo
• Slides：state of the project
• To-do list

• Who: Yang, Yongchi and Qiqi
• Tested the latest code for resume preprocessing, NER on the full dataset(7,200+ people and 110,000+ entries)
• To-do list
• Current issues： #26 #27 #28 #29 #30 #31 #32

• Who: Yang, Yongchi and Qiqi
• Tested the latest code for resume preprocessing, NER, OC-Tree and career social network on the full dataset.
• Current issues： #24 #25,
• Added documentation for on-site deployment at Career_Platform/readme.md

• Attendee: Yang, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
• Slides:dexu 会议总结2020824.docx

• Attendee: Lin, Yang, Dexu
• Notes: 会议总结0819.docx

• Attendee: Yang, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
• Meeting Summary(Ke & Yang)
• Slides: keli dexu zhiwei

• Attendee: Lin, Yang, Wenbo, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
• Meeting Summary(Zhiyuan & Yang)
• Slides: overview keli xianfeng zhiwei
• Visualization demo：http://yangli-feasibility.com/career_visualizer/demo2-3.html

• Attendee: Yang, Ding, Zhiwei
• Meeting summary (Zhiwei)

• Attendee: Lin, Yang
• Discussed the visualization specifications for the time-varying career network and the intelligent resume tagging system. (With an updated list of tags)
• Meeting Notes

• Attendee：Lin and Yang
• Discussed a general plan for visualizing the career social network Meeting Summary

• Attendee: Yue, Lin, Yang, Tian, Zhiwei, Jiashuo and Calvin
• Meeting summary (JiaShuo)
• Yang Meeting ppt (Yang)

• Attendee: Yue, Lin, Yang, Tian, Zhiwei, Jiashuo and Calvin
• Meeting summary (Zhiwei)
• Meeting Agenda (Yang)

• Attendee: Yue, Yang, Zhiwei, Jiashuo and Calvin
• Meeting summary (JiaShuo)

• Attendee: Tian, Yue, Yang, Zhiwei, Jiashuo and Calvin
• Meeting summary (Zhiwei)
• Backend implementation notes (Yang)

• Attendee: Tian, Lin and Yang
• Discussed the workflow for an active learning system for career data segmentation and labeling
• Brainstormed short-term and long-term applications

• Attendee: Tian, Lin, Yue, Yang, Zhiwei, Jiashuo and Calvin
• Introduced the project to new team members
• Meeting summary (Calvin)

JiaShuo:

1. Help Calvin to finish his code
2. Prepare for link_prediction_algorithms_for_social_networks_based_on_machine_learning_and_harp.pdf Representation
3. Implement Node2vec code

Calvin:

1. Del “SHENZHEN”
2. Classify the institution name in CV

JiaShuo:

1. Has changed the interplay power between nodes
2. Has solved the legend problem
3. Sample map generated
4. Now the STwalk Program has version problem once again, i am now trying to fix it
5. Read link_prediction_algorithms_for_social_networks_based_on_machine_learning_and_harp.pdf

Calvin:

1. Read node_embeddings_in_dynamic_graphs_1_.pdf

• Attendee: Tian, Yang and Calvin
• Meeting notes: meeting_notes.pdf

JiaShuo:

1. Try to change the interplay power between nodes
2. Try to solve Muti-label problem with Calvin
3. Modify the legend problem

Calvin:

1. Run STWALK one more time
2. Output graph without filtering