Expanded Morality Lexicon
Citation:
Rezapour, Rezvaneh; Diesner, Jana (2019): Expanded Morality Lexicon. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-3805242_V1.1
Persistent link for this dataset:
Dataset Description

This lexicon is the expanded/enhanced version of the Moral Foundation Dictionary created by Graham and colleagues (Graham et al., 2013).
Our Enhanced Morality Lexicon (EML) contains a list of 4,636 morality related words.

This lexicon was used in the following paper - please cite this paper if you use this resource in your work.

Rezapour, R., Shah, S., & Diesner, J. (2019). Enhancing the measurement of social effects by capturing morality. Proceedings of the 10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA). Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Minneapolis, MN.

In addition, please consider citing the original MFD paper:

Graham, J., Haidt, J., Koleva, S., Motyl, M., Iyer, R., Wojcik, S. P., & Ditto, P. H. (2013). Moral foundations theory: The pragmatic validity of moral pluralism. In Advances in experimental social psychology (Vol. 47, pp. 55-130).
Subject Social Sciences
Keywords lexicon; morality
License CC BY
Funder Army Research Laboratory - Grant: Cooperative Agreement Number W911NF-17-2-0196
Corresponding Creator Rezvaneh Rezapour
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Related Materials:
   Article Rezapour, R., Shah, S., & Diesner, J. (2019). Enhancing the measurement of social effects by capturing morality. Proceedings of the 10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA). Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Minneapolis, MN.
   Article Rezapour, R., Ferronato, P., and Diesner, J. (2019). How do moral values differ in tweets on social movements?. In 2019 Computer Supported Cooperative Work and Social Computing Companion Publication (CSCW’19 Companion), Austin, TX.
   Article Dinh, L., Rezapour, R., Jiang, L., & Diesner, J. (2020). Structural balance in signed digraphs: considering transitivity to measure balance in graphs constructed by using different link signing methods. arXiv:2006.02565v1
   Presentation Mishra, S., Rezapour, R. & Diesner, J. (2020). Social Media Information Extraction Tutorials
   Article Rezvaneh Rezapour, Ly Dinh, and Jana Diesner. 2021. Incorporating the Measurement of Moral Foundations Theory into Analyzing Stances on Controversial Topics. In Proceedings of the 32nd ACM Conference on Hypertext and Social Media (HT '21). Association for Computing Machinery, New York, NY, USA, 177–188. DOI:https://doi.org/10.1145/3465336.3475112
Version DOI Comment Publication Date
1 10.13012/B2IDB-3805242_V1.1 correcting typos in the README file, and adding a feature in the lexicon; there are no changes in terms of the methods of creating the dataset or the entities in the dataset 2019-06-13
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