{"id":1518,"date":"2024-11-07T02:29:51","date_gmt":"2024-11-07T02:29:51","guid":{"rendered":"https:\/\/cvsc.upcebu.edu.ph\/?p=1518"},"modified":"2025-11-12T14:40:12","modified_gmt":"2025-11-12T14:40:12","slug":"an-integrated-fuzzy-multi-criteria-decision-making-model-for-determining-the-interdependencies-among-the-african-swine-fever-spread-factors","status":"publish","type":"project","link":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/project\/an-integrated-fuzzy-multi-criteria-decision-making-model-for-determining-the-interdependencies-among-the-african-swine-fever-spread-factors\/","title":{"rendered":"An integrated fuzzy multi-criteria decision-making model for determining the interdependencies among the african swine fever spread factors"},"content":{"rendered":"

[et_pb_section fb_built=”1″ theme_builder_area=”post_content” _builder_version=”4.26.0″ _module_preset=”default”][et_pb_row _builder_version=”4.26.0″ _module_preset=”default” column_structure=”1_2,1_2″ theme_builder_area=”post_content”][et_pb_column _builder_version=”4.26.0″ _module_preset=”default” type=”1_2″ theme_builder_area=”post_content”][et_pb_image src=”http:\/\/172.17.1.35\/wp-content\/uploads\/2024\/11\/Abellana-Decision-Analytics-Journal-Paper-1.gif” _builder_version=”4.26.0″ _module_preset=”default” theme_builder_area=”post_content” title_text=”Abellana-Decision Analytics Journal Paper 1″ box_shadow_style=”preset4″ box_shadow_horizontal=”18px” box_shadow_vertical=”-10px” hover_enabled=”0″ sticky_enabled=”0″][\/et_pb_image][\/et_pb_column][et_pb_column _builder_version=”4.26.0″ _module_preset=”default” type=”1_2″ theme_builder_area=”post_content”][et_pb_text _builder_version=”4.26.0″ _module_preset=”default” theme_builder_area=”post_content” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n

Authors<\/strong><\/span><\/h2>\n

Hannah Jesse<\/span>\u00a0Lauron<\/span><\/span><\/h4>\n
Department of Computer Science, College of Science, University of the Philippines Cebu<\/span><\/div>\n
<\/div>\n
<\/div>\n

<\/span><\/span><\/h4>\n

<\/span><\/span><\/h4>\n

<\/span><\/span><\/h4>\n

Dharyll Prince Mariscal<\/span>\u00a0Abellana<\/span><\/span><\/h4>\n

Department of Computer Science, College of Science, University of the Philippines Cebu<\/span><\/span><\/p>\n

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Abstract<\/strong><\/h2>\n
\n
African swine fever<\/a>\u00a0(ASF) is a disease outbreak that has substantially impacted\u00a0agriculture<\/a>, public health, and\u00a0food security<\/a>. This study tackles the lack of knowledge regarding the interactions between multiple factors causing the spread of ASF. We also present a potential for cross-fertilization between applying soft computing to nonmeasurable factors of different natures through investigating the relationships and significance of ASF spread factors in the Philippine setting using Multi-criteria\u00a0Decision Making<\/a>\u00a0(MCDM) methodologies and fuzzy logic. We develop a list of ASF spread factors through a literature review. Fuzzy Analytic Hierarchy Process (AHP)-VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) is used for the dimensionality reduction of factors. These elements are then classified as either net causes or net effects using the Fuzzy\u00a0Decision Making<\/a>\u00a0Trial and Evaluation Laboratory (DEMATEL), which also shows their interdependencies. The results show how socioeconomic characteristics, particularly those connected to\u00a0biosecurity<\/a>\u00a0lapses, significantly influence other parameters through a causal graph. This knowledge can be used to develop effective ASF preventive and management methods as it provides a systematic and unbiased decision-making framework for policymakers, breeders, and manufacturers.<\/span><\/div>\n<\/div>\n

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Keywords:<\/strong><\/h3>\n
Multi-criteria decision making<\/span><\/div>\n
Soft computing<\/span><\/div>\n
Analytic hierarchy process<\/span><\/div>\n
VIKOR<\/span><\/div>\n
DEMATEL<\/span><\/div>\n
Fuzzy logic<\/span><\/div>\n

[\/et_pb_text][\/et_pb_column][et_pb_column _builder_version=”4.26.0″ _module_preset=”default” type=”1_2″ theme_builder_area=”post_content”][et_pb_text _builder_version=”4.26.0″ _module_preset=”default” theme_builder_area=”post_content” hover_enabled=”0″ sticky_enabled=”0″]<\/p>\n

Link to the article:<\/strong><\/h3>\n

https:\/\/doi.org\/10.1016\/j.dajour.2024.100454<\/a>\u00a0<\/p>\n

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Authors Hannah Jesse\u00a0Lauron Department of Computer Science, College of Science, University of the Philippines Cebu Dharyll Prince Mariscal\u00a0Abellana Department of Computer Science, College of Science, University of the Philippines Cebu Abstract African swine fever\u00a0(ASF) is a disease outbreak that has substantially impacted\u00a0agriculture, public health, and\u00a0food security. This study tackles the lack of knowledge regarding the […]<\/p>\n","protected":false},"author":1,"featured_media":0,"template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[34],"project_tag":[],"class_list":["post-1518","project","type-project","status-publish","hentry","project_category-recent-publications"],"_links":{"self":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project\/1518","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project\/1518\/revisions"}],"predecessor-version":[{"id":1896,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project\/1518\/revisions\/1896"}],"wp:attachment":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/media?parent=1518"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project_category?post=1518"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/project_tag?post=1518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}