DocumentCode
2550606
Title
Applying graph mining to discover substructures of room layouts which affect the rent of apartments
Author
Takizawa, Atsushi ; Yoshida, Kazuma ; Katoh, Naoki
Author_Institution
Kyoto Univ., Kyoto
fYear
2007
fDate
7-10 Oct. 2007
Firstpage
3512
Lastpage
3518
Abstract
In this paper we will investigate the relationship between room layout and the rent of apartments by extracting meaningful substructures of a graph representing the room layout using a graph mining algorithm. We will then construct a prediction model for the rent of apartments with high accuracy. Through our analysis, we will reveal certain typical substructures in the room layout which strongly affect the rent.
Keywords
graph theory; real estate data processing; rental; apartment rentals; graph mining; room layout substructure discovery; Appraisal; Buildings; Chemical analysis; Cities and towns; Data mining; Image databases; Predictive models; Statistical analysis; Topology; Web pages;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location
Montreal, Que.
Print_ISBN
978-1-4244-0990-7
Electronic_ISBN
978-1-4244-0991-4
Type
conf
DOI
10.1109/ICSMC.2007.4414219
Filename
4414219
Link To Document