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
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;
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
DOI :
10.1109/ICSMC.2007.4414219
