Tag: Clustering

Research tagged with #Clustering

• Profiling the User of Real Estate Tax Tech Market (Poster Award)

  Published: 28 Nov, 2025 |  at  09:00 AM

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  • Behavioral Market Modeling
  • Presented (Poster)
  • Finance
  • Real Estate / Tax Tech Market
  • Award (Conference Poster)
  • Clustering

  Presented in Winter Conference of the Journal of the Korean Data Analysis Society. An empirical study profiling actual users of a real estate tax solution using RFM variables and K-Means clustering to derive targeted CRM strategies.

• [Submitted] Predicting Consumer Travel Behavior in the MaaS Era

  Published: 27 Apr, 2025 |  at  09:00 AM

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  • Behavioral Market Modeling
  • Submitted (SSCI)
  • Transportation
  • Mobility as a Service (MaaS)
  • Clustering
  • Statistics

  Currently under review in an international SSCI-indexed journal. This manuscript is an advanced version of the research previously presented at a conference, refined based on expert feedback.

• Selection and Analysis of Fire-Prone Areas to Enhance Response Capabilities (Excellence Award)

  Published: 30 Nov, 2022 |  at  09:00 AM

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  • Data Intelligence
  • Finished (Competition Project)
  • Urban Engineering
  • Award (Competition Project)
  • Clustering

  Excellence Award at Pukyong National University. A data-driven analysis project to optimize urban fire response infrastructure using Sparse PCA and clustering algorithms.