Introduction
Bimonthly, started in 1957
Administrator
Shanxi Provincial Education Department
Sponsor
Taiyuan University of Technology
Publisher
Ed. Office of Journal of TYUT
Editor-in-Chief
SUN Hongbin
ISSN: 1007-9432
CN: 14-1220/N
Administrator
Shanxi Provincial Education Department
Sponsor
Taiyuan University of Technology
Publisher
Ed. Office of Journal of TYUT
Editor-in-Chief
SUN Hongbin
ISSN: 1007-9432
CN: 14-1220/N
location: home > paper >
PDFdownloadsize：1.53MBviewed：download：
Interactive Mining of Interesting Co-location Patterns Based on Ontology
DOI:
10.16355/j.cnki.issn1007-9432tyut.2018.01.015
Received:
Accepted:
| Corresponding author | Institute | |
| WANG Lizhen | College of Information Science and Engineering, Yunnan University |
abstract:
In order to find interesting co-location patterns for the user, this paper proposes an ontology-based interactive approach (Ontology-Based Interactive Interesting Co-location Miner, OIICM) .First, ontology is used to improve the integration of domain knowledge.Second, the semantic distance between co-locations is defined.Third, an interactive process is proposed to find interesting co-location patterns.Finally, a filter is designed to reduce the result set.The experimental results on both synthetic and real data sets demonstrate the effectiveness of our approach.
Keywords:
spatial co-location pattern mining; ontology; post-mining; interactive process; filter;