{"id":295,"date":"2025-03-06T14:45:50","date_gmt":"2025-03-06T14:45:50","guid":{"rendered":"https:\/\/services.conferences.computer.org\/2025\/?page_id=295"},"modified":"2025-06-30T17:03:53","modified_gmt":"2025-06-30T17:03:53","slug":"icws-symposium-graph-data-mining-for-services","status":"publish","type":"page","link":"https:\/\/services.conferences.computer.org\/2025\/icws-symposium-graph-data-mining-for-services\/","title":{"rendered":"ICWS Symposium &#8211; Graph Data Mining for Services"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"295\" class=\"elementor elementor-295\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11103f4b e-flex e-con-boxed e-con e-parent\" data-id=\"11103f4b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-60be552c e-con-full e-flex e-con e-child\" data-id=\"60be552c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-220aaefb elementor-widget elementor-widget-text-editor\" data-id=\"220aaefb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Part of the 2025 IEEE World Congress on SERVICES<\/strong><\/h5><h5><strong>July 7-12<\/strong><br \/><strong>Helsinki, Finland<\/strong><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-691ff9e4 elementor-button-info elementor-align-center elementor-widget elementor-widget-button\" data-id=\"691ff9e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/services.conferences.computer.org\/2025\/icws\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Home<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-127c6b7e elementor-button-info elementor-align-center elementor-widget elementor-widget-button\" data-id=\"127c6b7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/services.conferences.computer.org\/2025\/icws\/icws-call-for-papers\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Call for Papers<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6800c6f elementor-button-info elementor-align-center elementor-widget elementor-widget-global elementor-global-297 elementor-widget-button\" data-id=\"6800c6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/services.conferences.computer.org\/2025\/icws-symposium-graph-data-mining-for-services\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Symposium: Graph Data Mining for Services<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43cead90 elementor-button-info elementor-align-center elementor-widget elementor-widget-button\" data-id=\"43cead90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/services.conferences.computer.org\/2025\/icws\/icws-organizers\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">ICWS Organizers<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4046a9f elementor-widget elementor-widget-text-editor\" data-id=\"4046a9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"text-align: center\"><span style=\"color: #000000\"><strong>Symposium Organizers<\/strong><\/span><\/h5><p><b>Jia Wu<\/b> (IEEE Senior Member), Associate Professor, is currently the Research Director for the Centre for Applied Artificial Intelligence and the Director of HDR (Higher Degree Research) in the School of Computing at Macquarie University, Sydney, Australia.<\/p><p>\u00a0<\/p><p><b>Philip S. Yu<\/b> (IEEE Fellow) is a Distinguished Professor in the Department of Computer Science at UIC and also holds the Wexler Chair in Information and Technology.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bab71d6 e-con-full e-flex e-con e-child\" data-id=\"6bab71d6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19b57a3f elementor-widget elementor-widget-heading\" data-id=\"19b57a3f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ICWS 2025 Symposium on Graph Data Mining for Services\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34a4a7c e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"34a4a7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"55200380\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-552003801\" data-tab-title-id=\"e-n-tab-title-552003801\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-552003801\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tJuly 7\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-552003801\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-552003801\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-f90f70c e-con-full e-flex e-con e-child\" data-id=\"f90f70c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5812068 e-flex e-con-boxed e-con e-child\" data-id=\"5812068\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-443ffc5 elementor-widget elementor-widget-text-editor\" data-id=\"443ffc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><strong>CWS-SYM-S1<\/strong><br \/><strong>Graph Data Mining for Services via LLM<\/strong><br \/><strong>9:00 &#8211; 10:10<\/strong><\/div><div><p><strong>Room: F2089<\/strong><\/p><\/div><p>CWS_SYM_042:<i> LLM-CoSR: Noise-Resistant Service Recommendation via LLM-Augmented Graph Contrastive Learning<\/i><i><br \/><\/i>Yeqi Zhu, Zeyu Lin, Jingyu Fan, Mingyi Liu and Zhongjie Wang<\/p><p>CWS_SYM_073: <i>Graph-based Intelligent Wrapping Framework for Industrial Control Program Snippets Using Service Computing and LLMs<\/i><br \/>Huifeng Wu, Yingzhe Bao, Junjie Hu, Liutao Xiang, Danfeng Sun, Baiping Chen and Zhiguo Shi<\/p><div><div><strong>CWS-SYM-S2<\/strong><br \/><strong>Graph Data Mining for Services via Structured Modeling<\/strong><br \/><strong>10:30 &#8211; 11:40<\/strong><\/div><div><strong>Room: F2089<\/strong><\/div><\/div><div>\u00a0<\/div><p>CWS_SYM_072: <i>Graph-structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities<\/i><br \/>Kun Li, Yida Xiong, Hongzhi Zhang, Xiantao Cai, Jia Wu, Bo Du and Wenbin Hu<\/p><p>CWS_SYM_074: <i>GWise: A Graph-Structured Multi-Agent Framework for Service-Oriented and Generative AI\u2013Enabled Financial Trading Analytics<\/i><br \/>Hirad Baradaran Rezaei, Fethi Rab and Amin Beheshti<\/p><p>CWS_SYM_075: <i>From Dispersed Records to Structured Knowledge: A Graph-based knowledge Modeling Framework for Archival Resources<\/i><br \/>Zhaoyang Zhang, Yang Zhang, Quan Z. Sheng, Jia Wu and Yaolin Zhou<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f43ce59 elementor-widget elementor-widget-text-editor\" data-id=\"4f43ce59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Call for Papers<\/strong><\/p><p>Graphs, as a structural data format, are pervasive in real-world applications and play a critical role in service-oriented computing. Their inherent ability to model complex relationships and dependencies makes them indispensable for optimizing service architectures, enhancing system interoperability, and improving service management. From cloud computing and distributed systems to IoT-driven services, graphs offer powerful solutions for structuring, analyzing, and optimizing service interactions.<\/p><p>This symposium aims to explore the innovative domain of Graph Data Mining within service-oriented architectures, emphasizing how graph-based methods can enhance service discovery, automation, composition, security, and performance optimization. As modern service ecosystems grow in complexity, graph mining techniques are increasingly vital in identifying hidden patterns, optimizing workflows, improving fault tolerance, and managing large-scale service infrastructures efficiently.<\/p><p>Graphs are also essential in various service-centric applications such as service composition and orchestration, dynamic resource scheduling, fault detection in microservices architectures, and enhancing security through anomaly detection. Mining graph structures can improve service reliability and efficiency by enhancing network routing, optimizing service dependencies, and enabling advanced monitoring capabilities.<\/p><p>This symposium will provide a platform for discussing innovations at the intersection of graph mining and service-oriented computing. We invite contributions that not only introduce cutting-edge graph algorithms but also demonstrate their practical applications in improving service quality, automation, and management. Our goal is to gather researchers, practitioners, and industry leaders to explore how graph mining can drive the future of service-oriented computing.<\/p><p><b>Topics of Interest<\/b><\/p><p>The symposium encourages submissions on topics that include, but are not limited to:<\/p><ul><li>Graph-based models for optimizing service composition, orchestration, and automation<\/li><li>Advanced graph theory algorithms for service computing networks<\/li><li>Graph mining for optimizing service workflows and task scheduling<\/li><li>Graph-based security models for service integrity and anomaly detection<\/li><li>Graph neural networks for predictive service analytics and fault tolerance<\/li><li>Graph mining techniques for service performance monitoring and optimization<\/li><li>Service discovery and recommendation using graph-based approaches<\/li><li>Graph models for resource allocation in cloud and edge computing services<\/li><li>Graph-driven insights for improving microservices architecture reliability<\/li><li>Integrating graph databases for scalable and efficient service management<\/li><li>Graph visualization techniques for service dependency analysis and monitoring<\/li><li>Graph mining for the Internet of Things (IoT) and interconnected service ecosystems<\/li><\/ul><p>This symposium will serve as a hub for discussing breakthrough innovations at the intersection of graph mining and service-oriented computing, fostering collaborations that will shape the next generation of intelligent, adaptive, and efficient service infrastructures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38e1749c e-flex e-con-boxed e-con e-parent\" data-id=\"38e1749c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Part of the 2025 IEEE World Congress on SERVICES July 7-12Helsinki, Finland Home Call for Papers Symposium: Graph Data Mining for Services ICWS Organizers Symposium Organizers Jia Wu (IEEE Senior Member), Associate Professor, is currently the Research Director for the Centre for Applied Artificial Intelligence and the Director of HDR (Higher Degree Research) in the [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-295","page","type-page","status-publish","hentry"],"featured_image_src":null,"featured_image_src_square":null,"_links":{"self":[{"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/pages\/295","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/comments?post=295"}],"version-history":[{"count":0,"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/pages\/295\/revisions"}],"wp:attachment":[{"href":"https:\/\/services.conferences.computer.org\/2025\/wp-json\/wp\/v2\/media?parent=295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}