{
 "status": "ok",
 "message-type": "work",
 "message-version": "1.0.0",
 "message": {
  "indexed": {
   "date-parts": [
    [
     2026,
     9,
     26
    ]
   ],
   "date-time": "2026-09-26T14:05:45Z",
   "timestamp": 1790431545640,
   "version": "4.1.0"
  },
  "reference-count": 35,
  "publisher": "Informa UK Limited",
  "issue": "1",
  "content-domain": {
   "domain": [
    "www.tandfonline.com"
   ],
   "crossmark-restriction": true
  },
  "short-container-title": [
   "Journal of Property Research"
  ],
  "published-print": {
   "date-parts": [
    [
     2019,
     1,
     2
    ]
   ]
  },
  "DOI": "10.1080/09599916.2019.1587489",
  "type": "journal-article",
  "created": {
   "date-parts": [
    [
     2019,
     3,
     20
    ]
   ],
   "date-time": "2019-03-20T16:46:39Z",
   "timestamp": 1553100399000
  },
  "page": "59-96",
  "update-policy": "https://doi.org/10.1080/tandf_crossmark_01",
  "source": "Crossref",
  "is-referenced-by-count": 79,
  "title": [
   "A machine learning approach to big data regression analysis of real estate prices for inferential and predictive purposes"
  ],
  "prefix": "10.1080",
  "volume": "36",
  "author": [
   {
    "ORCID": "https://orcid.org/0000-0003-1166-5545",
    "authenticated-orcid": false,
    "given": "Jorge Iv\u00e1n",
    "family": "P\u00e9rez-Rave",
    "sequence": "first",
    "affiliation": [
     {
      "name": "Grupo de investigaci\u00f3n IDINNOV, IDINNOV S.A.S, Medell\u00edn, Colombia"
     }
    ],
    "role": [
     {
      "vocabulary": "crossref",
      "role": "author"
     }
    ]
   },
   {
    "ORCID": "https://orcid.org/0000-0002-9368-4725",
    "authenticated-orcid": false,
    "given": "Juan Carlos",
    "family": "Correa-Morales",
    "sequence": "additional",
    "affiliation": [
     {
      "name": "Escuela de Estad\u00edstica, Universidad Nacional de Colombia, Medell\u00edn, Colombia"
     }
    ],
    "role": [
     {
      "vocabulary": "crossref",
      "role": "author"
     }
    ]
   },
   {
    "ORCID": "https://orcid.org/0000-0002-1540-9859",
    "authenticated-orcid": false,
    "given": "Favi\u00e1n",
    "family": "Gonz\u00e1lez-Echavarr\u00eda",
    "sequence": "additional",
    "affiliation": [
     {
      "name": "Departamento de Ingenier\u00eda Industrial, Universidad de Antioquia, Medell\u00edn, Colombia"
     }
    ],
    "role": [
     {
      "vocabulary": "crossref",
      "role": "author"
     }
    ]
   }
  ],
  "member": "301",
  "published-online": {
   "date-parts": [
    [
     2019,
     3,
     20
    ]
   ]
  },
  "reference": [
   {
    "issue": "12",
    "key": "CIT0002",
    "first-page": "1878",
    "volume": "4",
    "author": "Adetiloye K.",
    "year": "2014",
    "journal-title": "Asian Economic and Financial Review"
   },
   {
    "key": "CIT0003",
    "doi-asserted-by": "publisher",
    "DOI": "10.1007/s001689900010"
   },
   {
    "key": "CIT0004",
    "volume-title": "The economics of artificial intelligence: An Agenda",
    "author": "Athey S.",
    "year": "2018"
   },
   {
    "key": "CIT0006",
    "doi-asserted-by": "publisher",
    "DOI": "10.17713/ajs.v44i2.79"
   },
   {
    "key": "CIT0008",
    "doi-asserted-by": "publisher",
    "DOI": "10.3390/w8120577"
   },
   {
    "issue": "3",
    "key": "CIT0009",
    "first-page": "1821",
    "volume": "4",
    "author": "Borde S.",
    "year": "2017",
    "journal-title": "International Research Journal of Engineering and Technology (IRJET)"
   },
   {
    "key": "CIT0010",
    "doi-asserted-by": "publisher",
    "DOI": "10.1016/j.neucom.2017.11.077"
   },
   {
    "issue": "9",
    "key": "CIT0012",
    "doi-asserted-by": "crossref",
    "first-page": "27",
    "DOI": "10.31406/relap2011.v5.i2.n9.2",
    "author": "Castillo M.",
    "year": "2015",
    "journal-title": "Revista Latinoamericana de Poblaci\u00f3n"
   },
   {
    "key": "CIT0015",
    "doi-asserted-by": "publisher",
    "DOI": "10.1257/aer.20160542"
   },
   {
    "key": "CIT0016",
    "doi-asserted-by": "publisher",
    "DOI": "10.3390/ijgi7050168"
   },
   {
    "issue": "3",
    "key": "CIT0017",
    "first-page": "388",
    "volume": "43",
    "author": "Chen K.",
    "year": "2018",
    "journal-title": "Journal Of Agricultural and Resource Economics"
   },
   {
    "key": "CIT0018",
    "doi-asserted-by": "publisher",
    "DOI": "10.13043/dys.55.3"
   },
   {
    "key": "CIT0020",
    "doi-asserted-by": "publisher",
    "DOI": "10.1023/A:1007751112669"
   },
   {
    "issue": "1",
    "key": "CIT0021",
    "first-page": "67",
    "volume": "19",
    "author": "Figueroa E.",
    "year": "1992",
    "journal-title": "Estudios de Econom\u00eda"
   },
   {
    "key": "CIT0022",
    "doi-asserted-by": "publisher",
    "DOI": "10.1080/095999100367930"
   },
   {
    "issue": "4",
    "key": "CIT0023",
    "first-page": "329",
    "volume": "2",
    "author": "Fl\u00f3rez R.",
    "year": "2010",
    "journal-title": "Revista internacional de investigaci\u00f3n en educaci\u00f3n"
   },
   {
    "issue": "2",
    "key": "CIT0024",
    "first-page": "136",
    "volume": "3",
    "author": "Fonseca D.",
    "year": "2005",
    "journal-title": "Revista Ciencias de la Salud"
   },
   {
    "key": "CIT0025",
    "doi-asserted-by": "publisher",
    "DOI": "10.4324/9781315780917"
   },
   {
    "key": "CIT0026",
    "doi-asserted-by": "publisher",
    "DOI": "10.1002/asi.23212"
   },
   {
    "key": "CIT0027",
    "doi-asserted-by": "publisher",
    "DOI": "10.5465/amj.2016.4005"
   },
   {
    "key": "CIT0028",
    "doi-asserted-by": "publisher",
    "DOI": "10.1007/978-0-387-84858-7"
   },
   {
    "key": "CIT0029",
    "doi-asserted-by": "publisher",
    "DOI": "10.1590/S0036-36342003000100005"
   },
   {
    "key": "CIT0031",
    "volume-title": "An introduction to statistical learning: with applications in",
    "author": "James G.",
    "year": "2015",
    "edition": "6"
   },
   {
    "issue": "1",
    "key": "CIT0032",
    "doi-asserted-by": "crossref",
    "first-page": "69",
    "DOI": "10.1080/10835547.2016.12091758",
    "volume": "19",
    "author": "Krause A",
    "year": "2016",
    "journal-title": "Journal Of Real Estate Practice and Education"
   },
   {
    "key": "CIT0035",
    "unstructured": "Lowrance, R. (2015).Predicting the market value of single-family residential real estate(Doctoral dissertation). New York University."
   },
   {
    "key": "CIT0036",
    "doi-asserted-by": "publisher",
    "DOI": "10.1007/BF01099610"
   },
   {
    "key": "CIT0037",
    "doi-asserted-by": "publisher",
    "DOI": "10.1257/jep.31.2.87"
   },
   {
    "key": "CIT0039",
    "doi-asserted-by": "publisher",
    "DOI": "10.1080/10691898.2008.11889569"
   },
   {
    "issue": "1",
    "key": "CIT0040",
    "volume": "27",
    "author": "P\u00e9rez-Rave",
    "year": "2019",
    "journal-title": "Ingeniare: Revista Chilena De Ingenier\u00eda"
   },
   {
    "key": "CIT0042",
    "doi-asserted-by": "publisher",
    "DOI": "10.1086/260169"
   },
   {
    "issue": "2",
    "key": "CIT0046",
    "first-page": "1",
    "volume": "12",
    "author": "Tu\u00f1\u00f3n I.",
    "year": "2010",
    "journal-title": "Revista electr\u00f3nica de investigaci\u00f3n educativa"
   },
   {
    "issue": "1",
    "key": "CIT0047",
    "first-page": "98",
    "volume": "18",
    "author": "Tu\u00f1\u00f3n I.",
    "year": "2016",
    "journal-title": "Revista electr\u00f3nica de investigaci\u00f3n educativa"
   },
   {
    "key": "CIT0048",
    "doi-asserted-by": "publisher",
    "DOI": "10.1257/jep.28.2.3"
   },
   {
    "key": "CIT0050",
    "doi-asserted-by": "publisher",
    "DOI": "10.1016/j.regsciurbeco.2011.03.003"
   },
   {
    "key": "CIT0051",
    "doi-asserted-by": "publisher",
    "DOI": "10.1016/j.landurbplan.2012.06.009"
   }
  ],
  "container-title": [
   "Journal of Property Research"
  ],
  "original-title": [],
  "language": "en",
  "link": [
   {
    "URL": "https://www.tandfonline.com/doi/pdf/10.1080/09599916.2019.1587489",
    "content-type": "unspecified",
    "content-version": "vor",
    "intended-application": "similarity-checking"
   }
  ],
  "deposited": {
   "date-parts": [
    [
     2020,
     12,
     2
    ]
   ],
   "date-time": "2020-12-02T04:39:40Z",
   "timestamp": 1606883980000
  },
  "score": 1,
  "resource": {
   "primary": {
    "URL": "https://www.tandfonline.com/doi/full/10.1080/09599916.2019.1587489"
   }
  },
  "subtitle": [],
  "short-title": [],
  "issued": {
   "date-parts": [
    [
     2019,
     1,
     2
    ]
   ]
  },
  "references-count": 35,
  "journal-issue": {
   "issue": "1",
   "published-online": {
    "date-parts": [
     [
      2019,
      2
     ]
    ]
   },
   "published-print": {
    "date-parts": [
     [
      2019,
      1,
      2
     ]
    ]
   }
  },
  "alternative-id": [
   "10.1080/09599916.2019.1587489"
  ],
  "URL": "https://doi.org/10.1080/09599916.2019.1587489",
  "relation": {},
  "ISSN": [
   "0959-9916",
   "1466-4453"
  ],
  "issn-type": [
   {
    "value": "0959-9916",
    "type": "print"
   },
   {
    "value": "1466-4453",
    "type": "electronic"
   }
  ],
  "subject": [],
  "published": {
   "date-parts": [
    [
     2019,
     1,
     2
    ]
   ]
  },
  "assertion": [
   {
    "value": "The publishing and review policy for this title is described in its Aims & Scope.",
    "order": 1,
    "name": "peerreview_statement",
    "label": "Peer Review Statement"
   },
   {
    "value": "http://www.tandfonline.com/action/journalInformation?show=aimsScope&journalCode=rjpr20",
    "URL": "http://www.tandfonline.com/action/journalInformation?show=aimsScope&journalCode=rjpr20",
    "order": 2,
    "name": "aims_and_scope_url",
    "label": "Aim & Scope"
   },
   {
    "value": "2018-12-21",
    "order": 0,
    "name": "received",
    "label": "Received",
    "group": {
     "name": "publication_history",
     "label": "Publication History"
    }
   },
   {
    "value": "2019-02-22",
    "order": 2,
    "name": "accepted",
    "label": "Accepted",
    "group": {
     "name": "publication_history",
     "label": "Publication History"
    }
   },
   {
    "value": "2019-03-20",
    "order": 3,
    "name": "published",
    "label": "Published",
    "group": {
     "name": "publication_history",
     "label": "Publication History"
    }
   }
  ]
 }
}