Record linkage of real estate advertising information to improve comprehensiveness of a real estate transaction database

DOI

Bibliographic Information

Other Title
  • 不動産取引データベースの網羅性向上を目的とした不動産募集広告情報のレコード同定

Description

<p>Real estate information database, an influential data source for comprehensive understanding of real estate transactions, has some problems, since the database is created by multiple real estate intermediary agents. Particularly, we confirm that there are substantial duplication in condominiums and apartments, and thus, it is necessary to integrate the duplicate records together. We regard the task as one of record linkage problems, and develop the model integrating the high likelihood of dwellings with the application to existing data handling techniques such as hierarchical clustering. We then validate whether the integrated records by the proposed method achieve practical recall and precision.</p>

Journal

Keywords

Details 詳細情報について

  • CRID
    1390569845478535424
  • NII Article ID
    130008051878
  • DOI
    10.11517/pjsai.jsai2021.0_4f3gs10n03
  • ISSN
    27587347
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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