TY - GEN
T1 - Risk Prediction in Real Estate Investment to Protect Against Asset Bubbles
AU - Muniyal, Balachandra
AU - N, Sumith
AU - Nayak, Sriraksha
AU - Prabhu, Namratha
N1 - Publisher Copyright:
© 2022, Springer Nature Singapore Pte Ltd.
PY - 2022
Y1 - 2022
N2 - The real estate market is increasing at a rapid pace, which has also led to increase in risk of investment in real estate. In this paper analysis of real estate markets and prediction of the risk involved in the investment has been done. The approach proposed here clusters the property based on market value per square feet located in different school districts. This also help buyers to make scientifically based decisions on investing in property. The result demonstrate that tat the proposed prediction model estimates approximate value for their property. The prediction give a lower as well as upper limit on the market value of the property. This prediction can safeguard against asset bubbles that are created by various parties involved in real estate network. We can conclude that when buyers and investors are aware of the market price of the asset in future they can safeguard themselves from asset bubbles. Thus, this work is also used to protect against asset bubbles.
AB - The real estate market is increasing at a rapid pace, which has also led to increase in risk of investment in real estate. In this paper analysis of real estate markets and prediction of the risk involved in the investment has been done. The approach proposed here clusters the property based on market value per square feet located in different school districts. This also help buyers to make scientifically based decisions on investing in property. The result demonstrate that tat the proposed prediction model estimates approximate value for their property. The prediction give a lower as well as upper limit on the market value of the property. This prediction can safeguard against asset bubbles that are created by various parties involved in real estate network. We can conclude that when buyers and investors are aware of the market price of the asset in future they can safeguard themselves from asset bubbles. Thus, this work is also used to protect against asset bubbles.
UR - http://www.scopus.com/inward/record.url?scp=85126986134&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85126986134&partnerID=8YFLogxK
U2 - 10.1007/978-981-19-1166-8_4
DO - 10.1007/978-981-19-1166-8_4
M3 - Conference contribution
AN - SCOPUS:85126986134
SN - 9789811911651
T3 - Communications in Computer and Information Science
SP - 37
EP - 52
BT - Applications and Techniques in Information Security - 12th International Conference, ATIS 2021, Revised Selected Papers
A2 - Pokhrel, Shiva Raj
A2 - Yu, Min
A2 - Li, Gang
PB - Springer Science and Business Media Deutschland GmbH
T2 - 12th International Conference on Applications and Technologies in Information Security, ATIS 2021
Y2 - 16 December 2021 through 17 December 2021
ER -