JobLex
##A Lexico-Semantic Knowledgebase of Occupational Information Descriptors
Description
This repository builds a knowledgebase of organizational information descriptors. For more detail refer to the SocInfo 2019 publication: JobLex: A Lexico-Semantic Knowledgebase of Occupational Information Descriptors: PDF
If useful, please cite this in your work as: Saha, K., Reddy, M. D., & De Choudhury, M. (2019). JobLex: A Lexico-Semantic Knowledgebase of Occupational Information Descriptors. SocInfo.
Bibtex: @inproceedings{saha2019joblex, title={JobLex: A Lexico-Semantic Knowledgebase of Occupational Information Descriptors}, author={Saha, Koustuv and Reddy, Manikanta D and De Choudhury, Munmun}, year = {2019}, booktitle={SocInfo} }
Related Research:
Das Swain, V., Saha, K., Reddy, M. D., Rajvanshy, H., Abowd, G. D., & De Choudhury, M. (2020). Modeling Organizational Culture with Workplace Experiences Shared on Glassdoor. In Proceedings of the CHI Conference on Human Factors in Computing Systems, (* co-primary authors). PDF
Saha, K., Reddy, M.D., Mattingly, S.M., Moskal, E., Sirigiri, A., & De Choudhury, M., (2019). LibRA: On LinkedIn based Role Ambiguity and Its Relationship with Wellbeing and Job Performance. In Proceedings of the ACM on Human-Computer Interaction (PACM HCI), 3, (CSCW), 137., Presented at CSCW 2019. PDF
Requirements
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Python3, and associated libraries.
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Download Content Model Reference from ONET Center
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Word embedding vector representations (Ex: Glove Twitter)
Generating Lexicon
python Joblex.py