{"id":197,"date":"2022-10-25T23:40:26","date_gmt":"2022-10-25T23:40:26","guid":{"rendered":"https:\/\/v2testsite3.hua.gr\/?page_id=197"},"modified":"2025-12-22T11:42:38","modified_gmt":"2025-12-22T11:42:38","slug":"topics-of-interest","status":"publish","type":"page","link":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/topics-of-interest\/","title":{"rendered":"Topics of Interest"},"content":{"rendered":"\t\t
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Topics of interest include (but are not limited to) the following:<\/div>\n

Big Data Analytics and Machine Learning<\/span><\/p>\n

    \n
  • Algorithms and systems for big data analytics<\/li>\n
  • Big data Machine learning, predictive and causal analytics<\/li>\n
  • Visualization and visual analytics systems for big data<\/li>\n
  • Knowledge modeling, extraction, discovery, analysis, and presentation<\/li>\n
  • Big data Business intelligence<\/li>\n
  • Optimization and agentic models for big data<\/li>\n
  • Artificial intelligence models at scale<\/li>\n
  • Large language models<\/li>\n
  • Neuro-symbolic approaches at large scale<\/li>\n<\/ul>\n

    Integrated and Distributed Systems<\/span><\/p>\n

      \n
    • Sensor networks<\/li>\n
    • Internet of Things, web of things<\/li>\n
    • Networking and protocols<\/li>\n
    • Smart Systems (such as energy efficiency systems, smart homes, smart farms, etc.)<\/li>\n<\/ul>\n

      Big Data Platforms and Technologies<\/span><\/p>\n

        \n
      • Innovative, concurrent, and scalable big data platforms<\/li>\n
      • Data indexing, cleaning, transformation, and curation technologies<\/li>\n
      • Big data processing frameworks and technologies<\/li>\n
      • Big data services and application development methods and tools<\/li>\n
      • Big data quality evaluation and assurance technologies<\/li>\n
      • Big data system reliability, dependability, and availability<\/li>\n
      • Open-source development and technology for big data<\/li>\n
      • Big Data as a Service (BDaaS) platform and technologies<\/li>\n<\/ul>\n

        Big Data Foundations<\/span><\/p>\n

          \n
        • Foundational theoretical or computational models for big data<\/li>\n
        • Programming models, theories, and algorithms for big data<\/li>\n
        • Standards, protocols, and quality assurance for big data<\/li>\n<\/ul>\n

          Big Data Applications and Experiences<\/span><\/p>\n

            \n
          • Innovative big data applications and services in industries and domains e.g. healthcare, finance, insurance, transportation, agriculture, education, environment, multimedia, social networks, urban planning, disaster management, security<\/li>\n
          • Experiences and case studies of big data applications and services<\/li>\n
          • Real-world and large-scale practices of big data<\/li>\n<\/ul>\n<\/h1>\n
              \n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

              Topics of interest include (but are not limited to) the following: Big Data Analytics and Machine Learning Algorithms and systems for big data analytics Big data Machine learning, predictive and causal analytics Visualization and visual analytics systems for big data Knowledge modeling, extraction, discovery, analysis, and presentation Big data Business intelligence Optimization and agentic models for […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-197","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/pages\/197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/comments?post=197"}],"version-history":[{"count":6,"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/pages\/197\/revisions"}],"predecessor-version":[{"id":1398,"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/pages\/197\/revisions\/1398"}],"wp:attachment":[{"href":"https:\/\/cisose.fit.ac.jp\/bds\/index.php\/wp-json\/wp\/v2\/media?parent=197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}