An Ant Colony Optimization Approach to Optimize Biblical Sermons

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dc.contributor.authorLima B.C.S.
dc.contributor.authorFrango I.S.
dc.contributor.authorde Castro L.N.
dc.date.accessioned2025-04-01T06:19:19Z
dc.date.available2025-04-01T06:19:19Z
dc.date.issued2025
dc.description.abstract© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.Religious literature is among the most widely read ones. The Bible is the normative corpus for Christians. However, it is not a trivial text to read, due to its high degree of literary and linguistic variability, making sermon construction a laborious activity. This work proposes a method, called SwarmaBle, for automating the construction of Biblical sermons through a combination of natural language processing and swarm intelligence. The study combines quantitative and qualitative assessments of SwarmaBle, exploring its sensitivity to two hyperparameters and presenting a discussion about expert-evaluated recommended passages. The results show a consistent performance of SwarmaBle, achieving an average performance above 70% in the quantitative analysis. Domain experts reported positive evaluations regarding SwarmaBle’s ability to recommend meaningful Biblical passages for the given topic.
dc.description.firstpage109
dc.description.lastpage118
dc.description.volume1259
dc.identifier.doi10.1007/978-3-031-82073-1_11
dc.identifier.issnNone
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/40365
dc.relation.ispartofLecture Notes in Networks and Systems
dc.rightsAcesso Restrito
dc.subject.otherlanguageAnt Colony Optimization
dc.subject.otherlanguageBiblical Sermon Construction
dc.subject.otherlanguageHoly Bible
dc.subject.otherlanguageNatural Language Processing
dc.subject.otherlanguageSwarm Intelligence
dc.titleAn Ant Colony Optimization Approach to Optimize Biblical Sermons
dc.typeArtigo de evento
local.scopus.citations0
local.scopus.eid2-s2.0-85218928546
local.scopus.subjectAnt colonies
local.scopus.subjectBiblical sermon construction
local.scopus.subjectChristians
local.scopus.subjectColony optimization
local.scopus.subjectHoly bible
local.scopus.subjectLanguage processing
local.scopus.subjectNatural language processing
local.scopus.subjectNatural languages
local.scopus.subjectOptimization approach
local.scopus.subjectQuantitative and qualitative assessments
local.scopus.updated2025-04-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85218928546&origin=inward
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