Abstract
As more and more users use the mobile terminals of high computing power, the location-based services (LBS) recommendations for mobile users have become an important and interesting topic. Mobile users are eager to get their interested and reliable services quickly. A considerable number of research works have been dedicated to service recommendation based on users’ preferences and locations. In this paper, we study the credibility of recommended services, and propose a set of composite measures on how to provide more reliable services. We further propose the trustworthy Skyline of LBS recommendation in terms of the trust degree based on the newly introduced composite measures to achieve more credibility to provide recommendation services. Experimental results show that our method can recommend desired and trusted services to users.
| Original language | English |
|---|---|
| Pages (from-to) | 1154-1165 |
| Number of pages | 12 |
| Journal | Journal of Supercomputing |
| Volume | 69 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 2014 |
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Keywords
- Credibility
- Location-based services (LBS)
- Recommendation
- Skyline
ASJC Scopus subject areas
- Hardware and Architecture
- Software
- Information Systems
- Theoretical Computer Science
Cite this
Recommendation of location-based services based on composite measures of trust degree. / Li, Weimin; Yao, Mengke; Zhou, Xiaokang; Nishimura, Shoji; Jin, Qun.
In: Journal of Supercomputing, Vol. 69, No. 3, 2014, p. 1154-1165.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Recommendation of location-based services based on composite measures of trust degree
AU - Li, Weimin
AU - Yao, Mengke
AU - Zhou, Xiaokang
AU - Nishimura, Shoji
AU - Jin, Qun
PY - 2014
Y1 - 2014
N2 - As more and more users use the mobile terminals of high computing power, the location-based services (LBS) recommendations for mobile users have become an important and interesting topic. Mobile users are eager to get their interested and reliable services quickly. A considerable number of research works have been dedicated to service recommendation based on users’ preferences and locations. In this paper, we study the credibility of recommended services, and propose a set of composite measures on how to provide more reliable services. We further propose the trustworthy Skyline of LBS recommendation in terms of the trust degree based on the newly introduced composite measures to achieve more credibility to provide recommendation services. Experimental results show that our method can recommend desired and trusted services to users.
AB - As more and more users use the mobile terminals of high computing power, the location-based services (LBS) recommendations for mobile users have become an important and interesting topic. Mobile users are eager to get their interested and reliable services quickly. A considerable number of research works have been dedicated to service recommendation based on users’ preferences and locations. In this paper, we study the credibility of recommended services, and propose a set of composite measures on how to provide more reliable services. We further propose the trustworthy Skyline of LBS recommendation in terms of the trust degree based on the newly introduced composite measures to achieve more credibility to provide recommendation services. Experimental results show that our method can recommend desired and trusted services to users.
KW - Credibility
KW - Location-based services (LBS)
KW - Recommendation
KW - Skyline
UR - http://www.scopus.com/inward/record.url?scp=84920252307&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84920252307&partnerID=8YFLogxK
U2 - 10.1007/s11227-014-1084-2
DO - 10.1007/s11227-014-1084-2
M3 - Article
AN - SCOPUS:84920252307
VL - 69
SP - 1154
EP - 1165
JO - Journal of Supercomputing
JF - Journal of Supercomputing
SN - 0920-8542
IS - 3
ER -