Recommender Systems for IoT Enabled m-Health Applications

被引：22

作者：

Erdeniz, Seda Polat ^{[1
]}

Maglogiannis, Ilias ^{[2
]}

Menychtas, Andreas ^{[3
]}

Felfernig, Alexander ^{[1
]}

Thi Ngoc Trang Tran ^{[1
]}

机构：

[1] Graz Univ Technol, A-8010 Graz, Austria

[2] Univ Piraeus, Dept Digital Syst, Piraeus 18532, Greece

[3] Bioassist, Athens 11524, Greece

来源：

ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, AIAI 2018 | 2018年 / 520卷

关键词：

INTERNET; THINGS; IDENTIFICATION;

D O I：

10.1007/978-3-319-92016-0_21

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Recommender systems can help to more easily identify relevant artifacts for users and thus improve user experiences. Currently recommender systems are widely and effectively used in the e-commerce domain (online music services, online bookstores, etc.). On the other hand, due to the rapidly increasing benefits of the emerging topic Internet of Things (IoT), recommender systems have been also integrated to such systems. IoT systems provide essential benefits for human health condition monitoring. In our paper, we propose new recommender systems approaches in IoT enabled mobile health (m-health) applications and show how these can be applied for specific use cases. In this context, we analyze the advantages of proposed recommendation systems in IoT enabled m-health applications.

引用

页码：227 / 237

页数：11

共 50 条

[21] Wireless telemedicine and m-health: technologies, applications and research issues
Xiao, Yang
Takahashi, Daisuke
Liu, Jing
Deng, Hongmei
Zhang, Jingyuan
[J]. INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2011, 10 (04) : 202 - 236
[22] A Smart Approach to Electric Vehicle Optimization via IoT-Enabled Recommender Systems
Amudhavalli, Padmanabhan
Zahira, Rahiman
Umashankar, Subramaniam
Fernando, Xavier N.
[J]. TECHNOLOGIES, 2024, 12 (08)
[23] E-health and m-health
Nylenna, Magne
[J]. TIDSSKRIFT FOR DEN NORSKE LAEGEFORENING, 2015, 135 (20) : 1870 - 1870
[24] A brief overview of m-Health e-Emergency Systems
Pattichis, C. S.
Kyriacou, E. C.
Pattichis, M. S.
Panayides, A.
Mougiakakou, S.
Pitsillides, A.
Schizas, C. N.
[J]. 2007 6TH INTERNATIONAL SPECIAL TOPIC CONFERENCE ON INFORMATION TECHNOLOGY APPLICATIONS IN BIOMEDICINE, 2007, : 284 - +
[25] Model driven development of m-health systems (with a touch of formality).
Jones, VM
[J]. FOURTH ANNUAL IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS, PROCEEDINGS, 2006, : 580 - +
[26] A strategic approach to m-health
Norris, A. C.
Stockdale, R. S.
Sharma, S.
[J]. HEALTH INFORMATICS JOURNAL, 2009, 15 (03) : 244 - 253
[27] The M-Health Reference Model: An Organizing Framework for Conceptualizing Mobile Health Systems
Olla, Phillip
Tan, Joseph
[J]. INTERNATIONAL JOURNAL OF HEALTHCARE INFORMATION SYSTEMS AND INFORMATICS, 2006, 1 (02) : 1 - 19
[28] Diabetes Mellitus m-Health Applications: A Systematic Review of Features and Fundamentals
Bellei, Ericles Andrei
Biduski, Daiana
Cechetti, Nathalia Pinto
Bertoletti De Marchi, Ana Carolina
[J]. TELEMEDICINE AND E-HEALTH, 2018, 24 (11) : 839 - 852
[29] Towards an application framework for context-aware m-health applications
Broens, Tom
van Halteren, Aart
van Sinderen, Marten
Wac, Katarzyna
[J]. INTERNATIONAL JOURNAL OF INTERNET PROTOCOL TECHNOLOGY, 2007, 2 (02) : 109 - 116
[30] E-health and M-health applications in Georgia: A review on the free available applications for Android Devices
Oniani, Salome
Marques, Goncalo
Pires, Ivan Miguel
Muhkashavria, Salome
Garcia, Nuno M.
[J]. 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, : 3793 - 3796

← 1 2 3 4 5 →