====== Career Network Project ====== 
 
Develop novel algorithms and learning techniques for applications in career social network.


----
 
 
[[career_network::data | Data and Code]] : about the collection of public official resume data and the construction of dynamic career network.

[[career_network::vis | Visualization]] : career network visualization 

[[career_network:reading | Reading List]] : related papers to be discussed later

[[career_network:resources | Resources]] : external links to tools and online learning resources 

[[career_network:xianfeng | Xianfeng Project]] : a page dedicated to the Xianfeng project

[[career_network:deployment | Deployment Log]] : deployment progress update
------

=====Project updates=====
====Fall 2021====

==Research Meeting 9/16== 
  * [[https://docs.qq.com/doc/DVGpsZEd6WVpMRkNN| Meeting notes]]
  * Final report: {{ :career_network:career_platform_v2.pptx |Career Platform Report}}


====Spring-Summer 2021====
==Meeting on Aug 27==
  * Who: Yang, Yongchi, Qiqi, Dexu, Yuancheng, Ricky and Zhiwei
  * Meeting slides: {{ :career_network:0827-kiki_yongchi.pdf |qiqi & yongchi}} {{ :career_network:0827-dexu.pptx |dexu}}{{:career_network:0827-ricky.pdf |ricky}} {{ :career_network:0827-wang_yuancheng.pdf |yuancheng}}

==Meeting on Aug 11==
  * Who: Yang, Yongchi, Qiqi, Dexu, Zhiwei, Zhiyuan
  * Make plans for the September report and demo
  * Slides：{{ :career_network:career-network-8-7.pdf |state of the project}}
  * [[https://docs.qq.com/doc/DWEZITGliY09QY2VJ| To-do list]]

==Deployment on May 19==
  * Who: Yang, Yongchi and Qiqi
  * Tested the latest code for resume preprocessing, NER on the full dataset(7,200+ people and 110,000+ entries)
  * [[https://docs.qq.com/doc/DWGZveHhCa09WV2p1 |  To-do list ]]
  * Current issues： [[https://github.com/yangli1-stanford/Career_Platform/issues/26 | #26]]  [[https://github.com/yangli1-stanford/Career_Platform/issues/27 | #27]]  [[https://github.com/yangli1-stanford/Career_Platform/issues/28 | #28]]  [[https://github.com/yangli1-stanford/Career_Platform/issues/29 | #29]]  [[https://github.com/yangli1-stanford/Career_Platform/issues/30 | #30]] [[https://github.com/yangli1-stanford/Career_Platform/issues/31 | #31]] [[https://github.com/yangli1-stanford/Career_Platform/issues/32 | #32]]

==Deployment on April 30==
  * 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： [[https://github.com/yangli1-stanford/Career_Platform/issues/24 | #24]]  [[https://github.com/yangli1-stanford/Career_Platform/issues/25 | #25]],
  * Added documentation for on-site deployment at Career_Platform/readme.md 

====2020====
==Meeting on August 24==
  * Attendee: Yang, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
  * Slides:{{ :career_network:dexu.pptx |dexu}} {{ :career_network:会议总结2020824.docx |}}
==Meeting @ City Bureau on August 20==
  * Attendee: Lin, Yang, Dexu
  * Notes: {{ :career_network:会议总结0819.docx |}}
==Meeting on August 15==
  * Attendee: Yang, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
  * {{ :career_network: meeting_summary.docx |Meeting Summary}}(Ke & Yang)
  * Slides:  {{ :career_network:keli.pdf |keli}} {{ :career_network:dexu.pdf |dexu}}  {{ :career_network:zhiwei.pdf|zhiwei}} 

==Meeting on August 6==
  * Attendee: Lin, Yang, Wenbo, Yue, Tian, Zhiwei, Ke, Dexu, Zhiyuan
  * {{ :career_network:会议总结-2020-8-6.docx |Meeting Summary}}(Zhiyuan & Yang)
  * Slides: {{ :career_network:8-6-2020.pdf |overview}} {{ :career_network:keli_career_platform.pptx |keli}} {{ :career_network:孔德旭-战疫先锋数据分析.pptx |xianfeng}}  {{ :career_network:20200806-rule-based.pptx |zhiwei}} 
  * Visualization demo：[[http://yangli-feasibility.com/career_visualizer/demo2-3.html]]

==Meeting on August 4==
  * Attendee: Yang, Ding, Zhiwei
  * [[https://docs.qq.com/doc/DVHhxVlZMTmd2SFJT| Meeting summary]] (Zhiwei)


==June 23th==
  * 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)
  * [[https://docs.qq.com/doc/DWE5oVHNRaVhNcXVP | Meeting Notes]]

==June 9th==
  * Attendee：Lin and Yang
  * Discussed a general plan for visualizing the career social network [[https://docs.qq.com/doc/DWGh5RFlMWmZ2U0Np| Meeting Summary]] 
==Meeting on May 21==
  * Attendee: Yue, Lin, Yang, Tian, Zhiwei, Jiashuo and Calvin
  * [[https://docs.qq.com/doc/DQ3V4aXh4RURVRURD| Meeting summary]] (JiaShuo)
  * {{ :career_network:interface-may26.pptx |Yang Meeting ppt}} (Yang)

==Meeting on May 5==
  * Attendee: Yue, Lin, Yang, Tian, Zhiwei, Jiashuo and Calvin
  * [[https://docs.qq.com/doc/DVFJkc1V4V3RYZUFU| Meeting summary]] (Zhiwei)
  * {{ :career_network:2020_5_5_interface.pdf |Meeting Agenda}} (Yang)

==Meeting on April 21==
  * Attendee: Yue, Yang, Zhiwei, Jiashuo and Calvin
  * [[https://docs.qq.com/doc/DSXdwYXR0RHZCTmx1| Meeting summary]] (JiaShuo)

==Meeting on April 14==
  * Attendee: Tian, Yue, Yang, Zhiwei, Jiashuo and Calvin
  * [[https://docs.qq.com/doc/DVFd3TE1kRmJwVlZP | Meeting summary]] (Zhiwei)
  * {{ :career_network:backend-interface.pdf | Backend implementation notes}} (Yang)


==Meeting on April 11==
  * Attendee: Tian, Lin and Yang
  * Discussed the workflow for {{ :career_network:career-network-workflow.pdf | an active learning system for career data segmentation and labeling}}
  * Brainstormed short-term and long-term applications  

==Meeting on April 6 ==
  * Attendee: Tian, Lin, Yue, Yang, Zhiwei, Jiashuo and Calvin
  * Introduced the project to new team members  
  * [[https://docs.qq.com/doc/DSXdwYXR0RHZCTmx1 | Meeting summary]] (Calvin)

==Updated in March 13, 2020==
JiaShuo:
  - Help Calvin to finish his code
  - Prepare for {{ :career_network:Link Prediction Algorithms for Social Networks Based on Machine Learning and HARP.pdf |}} Representation
  - Implement Node2vec code

Calvin:
  -Del "SHENZHEN"
  -Classify the institution name in CV


==Updated in March 9, 2020==

JiaShuo: 
  - Has changed the interplay power between nodes
  - Has solved the legend problem
  - Sample map generated
  - Now the STwalk Program has version problem once again, i am now trying to fix it
  - Read {{ :career_network:Link Prediction Algorithms for Social Networks Based on Machine Learning and HARP.pdf |}}
Calvin:
  - Read {{ :career_network:Node embeddings in dynamic graphs(1).pdf |}}


==Meeting on March 5, 2020==
  * Attendee: Tian, Yang and Calvin
  * Meeting notes: {{ :career_network:meeting_notes.pdf |}}

==Meeting on Feb 25, 2020==

JiaShuo: 
  - Try to change the interplay power between nodes
  - Try to solve Muti-label problem with Calvin
  - Modify the legend problem

Calvin:
  - Run STWALK one more time
  - Output graph without filtering