Geo-visualization of Hotspots of Citizens Dissatisfaction on Social Services Using Media Print: A Case Study of Fuel and Cash Scarcity in Nigeria

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dc.contributor.authorAkojenu, S.
dc.contributor.authorAdekanmbi,O.
dc.contributor.authorSoronnadi, A.
dc.contributor.authorAkanji, D.
dc.date.accessioned2024-11-05T12:23:31Z
dc.date.available2024-11-05T12:23:31Z
dc.date.issued2024-10-28
dc.descriptionScholarly article
dc.description.abstractThe recent public dissatisfaction in Nigeria due to cash and fuel scarcity underscores the critical role of these resources in the modern economy, impacting various aspects of society like transportation, commerce, and daily living expenses. Existing research on citizen dissatisfaction relied on surveys, but this study employs geosemantics techniques to extract locations of social service dissatisfaction from social media data for efficient resource allocation. The method involves crawling and classifying social media content into three categories (dissatisfied, satisfied, or neutral). Using deep learning and a rule-based geoparsing approach, the study identifies locations mentioned in dissatisfied text in real time. This real-time insight from unstructured text aids in comprehending the complex economic, social, and spatial effects of resource scarcity, facilitating the government in developing effective resource allocation strategies to improve citizens' quality of life.
dc.identifier.citationAkojenu S., Adekanmbi O., Soronnadi A. & Akanji D. (2023). “Geo-visualization of Hotspots of Citizens Dissatisfaction on Social Services Using Media Print: A Case Study of Fuel and Cash Scarcity in Nigeria". In Proceedings of the International Conference on Artificial Intelligence and Robotics (MIRG-ICAIR 2023), pp. 71-75, MIRG
dc.identifier.isbn978-978-767-697-4
dc.identifier.urihttps://ir.unilag.edu.ng/handle/123456789/13029
dc.language.isoen
dc.publisherMIRG
dc.relation.ispartofseriesMIRG-ICAIR 2023
dc.titleGeo-visualization of Hotspots of Citizens Dissatisfaction on Social Services Using Media Print: A Case Study of Fuel and Cash Scarcity in Nigeria
dc.typeArticle
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