Service Mining for Internet of Things

被引：10
|
作者：
Huang, Bing [1 ]
Bouguettaya, Athman [1 ]
Dong, Hai [1 ]
Chen, Liang [1 ]
机构：
[1] RMIT Univ, Sch Sci, Melbourne, Vic, Australia
来源：
SERVICE-ORIENTED COMPUTING, (ICSOC 2016) | 2016年 / 9936卷
关键词：
Service mining; Service recognition; Service relationship; Interestingness; Service description; WEB;
D O I：
10.1007/978-3-319-46295-0_36
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A service mining framework is proposed that enables discovering interesting relationships in Internet of Things services bottom-up. The service relationships are modeled based on spatial-temporal aspects, environment, people, and operation. An ontology-based service model is proposed to describe services. We present a set of metrics to evaluate the interestingness of discovered service relationships. Analytical and simulation results are presented to show the effectiveness of the proposed evaluation measures.
引用
收藏
页码：566 / 574
页数：9
相关论文
共 50 条
  • [31] Analysis On Data Mining Models For Internet Of Things
    Singh, Aashi
    Sharma, Shilpi
    2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, : 94 - 100
  • [32] Dig Data Mining Based on the Internet of Things
    Wang, X. X.
    Wang, R. H.
    INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENVIRONMENTAL ENGINEERING (CSEE 2015), 2015, : 637 - 641
  • [33] Trustworthy data fusion and mining in Internet of Things
    Yan, Zheng
    Liu, Jun
    Vasilakos, Athanasios V.
    Yang, Laurence T.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2015, 49 : 45 - 46
  • [34] A Lightweight Anomaly Mining Algorithm in the Internet of Things
    Liu, Yanbing
    Wu, Qin
    2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2014, : 1142 - 1145
  • [35] A novel algorithm for outlier mining in the internet of things
    Chen, Wei
    Liu, Yongshan
    Zhang, Yang
    ICIC Express Letters, 2013, 7 (01): : 215 - 219
  • [36] Fusion - An aide to data mining in Internet of Things
    Liu, Jun
    Yan, Zheng
    Yang, Laurence T.
    INFORMATION FUSION, 2015, 23 : 1 - 2
  • [37] Patent Trend Mining for Internet of Things in Logistics
    Jung, Jae Un
    Kim, Hyun Soo
    Choi, Hyung Rim
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2016, 2016, 9937 : 624 - 634
  • [38] Research on Data Mining Model in the Internet of Things
    Chen, Yan
    Han, Ai-xia
    Zhang, Cai-hua
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING, 2015, 124 : 156 - 160
  • [39] The Role of Internet-of-Things for Service Transformation
    Eigner, Andreas
    Stary, Christian
    SAGE OPEN, 2023, 13 (01):
  • [40] Distributed Customer Service Management for Internet of Things
    Zhu, Shuren
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3, 2013, 433-435 : 1618 - 1624
12345