Moral moundations of spirituality and religion through Natural Language Processing

To explore the similarities/differences between the moral contexts in which scholars use the terms religion and spirituality, we use Moral Foundations Dictionary for Linguistic Analyses 2.0 (MFD), a dictionary developed to assess the moral content of text, and a Natural Language Processing algorithm...

全面介紹

Saved in:  
書目詳細資料
Authors: Alpaslan, Can M. (Author) ; Mitroff, Ian I. 1938- (Author)
格式: 電子 Article
語言:English
Check availability: HBZ Gateway
Journals Online & Print:
載入...
Fernleihe:Fernleihe für die Fachinformationsdienste
出版: International Association of Management, Spirituality & Religion 2024
In: Journal of management, spirituality & religion
Year: 2024, 卷: 21, 發布: 2, Pages: 184-205
Further subjects:B Word2vec
B Spirituality
B Moral Foundations Theory
B Natural Language Processing
B Aufsatz in Zeitschrift
B 宗教
在線閱讀: Volltext (lizenzpflichtig)
實物特徵
總結:To explore the similarities/differences between the moral contexts in which scholars use the terms religion and spirituality, we use Moral Foundations Dictionary for Linguistic Analyses 2.0 (MFD), a dictionary developed to assess the moral content of text, and a Natural Language Processing algorithm (Word2Vec) that learns the semantic relationships in a corpus. The findings suggest that, except in the virtue words category of the Care foundation dictionary, religion semantically overlaps with a greater percentage of MFD words than does spirituality. Both religion and spirituality have greater semantic overlaps with virtue words than vice words; compared to religion, spirituality's semantic overlaps with vice words are smaller. Spirituality has greater overlaps only with the MFD words for Care and Sanctity; religion has greater semantic overlaps with words for all foundations, particularly the "binding" foundations: Loyalty, Authority, and Sanctity. Similarities notwithstanding, the moral contexts of religion and spirituality feature different aspects of morality.
ISSN:1942-258X
Contains:Enthalten in: Journal of management, spirituality & religion
Persistent identifiers:DOI: 10.51327/WLON1757