Artificial intelligence;
Future of real estate;
Algorithm-driven hedonic model;
Multiple listing system;
Positive externalities;
Rent value drivers;
D O I:
10.1108/JPIF-11-2021-0101
中图分类号:
F8 [财政、金融];
学科分类号:
0202 ;
摘要:
Purpose The paper shows with two concrete examples about how algorithms are used in active real estate management. The paper also highlights that the discussion about the adoption of new technologies is crucial for market players. Design/methodology/approach The authors review the current status quo about new technologies in real estate and provide two examples of how algorithms can be used to understand locations and the value drivers of rents. Findings Location, location, location is nowadays data, data, data coupled with the knowledge of how to create life out of data. Algorithm can help to understand the value drivers of rents and can also help to evaluate the attractiveness of a location. Practical implications Real estate management will adapt to new technologies fast. This change has the potential to disrupt exiting strategies due to the increase in efficiency, insights, transparency and location knowledge. Investment managers walking this talk will definitely benefit in future. Originality/value The paper makes usage of the latest machine learning technologies applied to real estate investment cases. This is a unique opportunity on bringing light on the discussion about transparency in real estate.
机构:
Univ Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, MexicoUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Espinoza-Sandoval, Oscar R.
Angeles-Hernandez, Juan Carlos
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机构:
Univ Autonoma Estado Hidalgo, Inst deCiencias Agr, Tulancingo 43600, MexicoUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Angeles-Hernandez, Juan Carlos
Gonzalez-Ronquillo, Manuel
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机构:
Univ Autonoma Estado Mexico, Fac Med Vet & Zootecnia, Dept Nutr Anim, Toluca 50295, MexicoUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Gonzalez-Ronquillo, Manuel
Ghavipanje, Navid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Birjand, Fac Agr, Dept Anim Sci, Birjand 97175, IranUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Ghavipanje, Navid
Zhang, Naifeng
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机构:
Chinese Acad Agr Sci, Key Lab Feed Biotechnol, Inst Feed Res, Minist Agr & Rural Affairs, Beijing 100081, Peoples R ChinaUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Zhang, Naifeng
Bayat, A. R.
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h-index: 0
机构:
Nat Resources Inst Finland Luke, Anim Nutr, ProductionSystems, Jokioinen 31600, FinlandUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Bayat, A. R.
Hervas, Gonzalo
论文数: 0引用数: 0
h-index: 0
机构:
Inst Ganaderia Montana CSIC ULE, Grulleros 24346, SpainUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Hervas, Gonzalo
Kholif, Ahmed E.
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机构:
Natl Res Ctr, Dairy Sci Dept, Giza 12622, EgyptUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Kholif, Ahmed E.
Mele, Marcello
论文数: 0引用数: 0
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机构:
Univ Pisa, Dipartimento Sci Agr Alimentari & Agroambientali, I-56124 Pisa, ItalyUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Mele, Marcello
Loor, Juan J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Anim Sci, Mammalian NutriPhysioGen, Urbana, IL 61801 USA
Univ Illinois, Div Nutr Sci, Urbana, IL 61801 USAUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Loor, Juan J.
Stergiadis, Sokratis
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h-index: 0
机构:
Univ Reading, Sch Agr, Dept Anim Sci, POB 237, Reading, EnglandUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Stergiadis, Sokratis
Vargas-Bello-Perez, Einar
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h-index: 0
机构:
Univ Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
Univ Reading, Sch Agr, Dept Anim Sci, POB 237, Reading, EnglandUniv Autonoma Chihuahua, Fac Zootecnia & Ecol, Chihuahua 31453, Mexico
机构:
King Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi ArabiaKing Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi Arabia
Alzain, Elham
Alshebami, Ali Saleh
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机构:
King Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi ArabiaKing Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi Arabia
Alshebami, Ali Saleh
Aldhyani, Theyazn H. H.
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h-index: 0
机构:
King Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi Arabia
Dr Babasaheb Ambedkar Marathwada Univ, Dept Comp Sci, Aurangabad 431001, Maharashtra, IndiaKing Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi Arabia
Aldhyani, Theyazn H. H.
Alsubari, Saleh Nagi
论文数: 0引用数: 0
h-index: 0
机构:
Dr Babasaheb Ambedkar Marathwada Univ, Dept Comp Sci, Aurangabad 431001, Maharashtra, IndiaKing Faisal Univ, Appl Coll Abqaiq, Al Hasa 31982, Saudi Arabia
机构:
Univ Milano Bicocca, Dept Med & Surg, Via Cadore 48, Monza, Italy
Fdn IRCCS San Gerardo dei Tintori, Dept Mental Hlth & Addict, Monza, ItalyUniv Milano Bicocca, Dept Med & Surg, Via Cadore 48, Monza, Italy
Dakanalis, Antonios
Wiederhold, Brenda K.
论文数: 0引用数: 0
h-index: 0
机构:
Scripps Mem Hosp, Virtual Real Med Ctr, La Jolla, CA USA
Interact Media Inst, San Diego, CA USAUniv Milano Bicocca, Dept Med & Surg, Via Cadore 48, Monza, Italy
Wiederhold, Brenda K.
Riva, Giuseppe
论文数: 0引用数: 0
h-index: 0
机构:
IRCSS Ist Auxol Italiano, Appl Technol Neuropsychol Lab, Milan, Italy
Catholic Univ Milan, Dept Psychol, Milan, ItalyUniv Milano Bicocca, Dept Med & Surg, Via Cadore 48, Monza, Italy
机构:
Portucalense Univ, Res Econ Management & Informat Technol, REMIT, Porto, PortugalPortucalense Univ, Res Econ Management & Informat Technol, REMIT, Porto, Portugal
Gomes, Sofia
Lopes, Joao M.
论文数: 0引用数: 0
h-index: 0
机构:
Inst Super Miguel Torga, Coimbra, Portugal
Univ Beira Interior, NECE UBI, Res Unit Business Sci, Covilha, PortugalPortucalense Univ, Res Econ Management & Informat Technol, REMIT, Porto, Portugal
Lopes, Joao M.
Nogueira, Elisabete
论文数: 0引用数: 0
h-index: 0
机构:
Portucalense Univ, Res Econ Management & Informat Technol, REMIT, Porto, PortugalPortucalense Univ, Res Econ Management & Informat Technol, REMIT, Porto, Portugal