A Fuzzy Logic-Based Method for Incorporating Ethics in the Internet of Things

被引:3
作者
Sholla, Sahil [1 ]
Mir, Roohie Naaz [2 ]
Chishti, Mohammad Ahsan [3 ]
机构
[1] Islamic Univ Sci & Technol, Dept Comp Sci & Engn, Awantipora, India
[2] Natl Inst Technol, Dept Comp Sci & Engn, Srinagar, Jammu & Kashmir, India
[3] Cent Univ Kashmir, Ganderbal, India
关键词
Ethics; Fuzzy Logic; Internet of Things; Social implications; SECURITY;
D O I
10.4018/IJACI.2021070105
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
IoT is expected to have far-reaching consequences on society due to a wide spectrum of applications like smart healthcare, smart transportation, smart agriculture, smart home, etc. However, ethical considerations of AI-enabled smart devices have not been duly considered from a design perspective. In this paper, the authors propose a novel fuzzy logic-based method to incorporate ethics within smart things of IoT. Ethical considerations relevant to a machine context are represented in terms of fuzzy ethics variables (FEVs) and ethics rules. For each ethics rule, a value called scaled ethics value (SEV) is used to indicate its ethical desirability. In order to model flexibility in ethical response, the authors employ the concept of ethics modes that selectively allow scenarios depending on the value of SEV. The method offers a viable mechanism for smart devices to imbue ethical sensitivity that can pave the way for a technology society amenable to human ethics. However, the method does not account for varying ethics, as such incorporating learning mechanisms represent a promising research direction.
引用
收藏
页码:98 / 122
页数:25
相关论文
共 59 条
[1]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[2]   Internet of Things security: A survey [J].
Alaba, Fadele Ayotunde ;
Othman, Mazliza ;
Hashem, Ibrahim Abaker Targio ;
Alotaibi, Faiz .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 88 :10-28
[3]   Artificial morality: Top-down, bottom-up, and hybrid approaches [J].
Allen C. ;
Smit I. ;
Wallach W. .
Ethics and Information Technology, 2005, 7 (3) :149-155
[4]  
Anderson M., 2018, Paladyn, V9, P337, DOI DOI 10.1515/PJBR-2018-0024
[5]  
Anderson M., 2004, P AAAI 2005 FALL S M
[6]   Machine ethics [J].
Anderson, Michael ;
Anderson, Susan Leigh .
IEEE INTELLIGENT SYSTEMS, 2006, 21 (04) :10-11
[7]  
Anderson Michael, 2006, P 18 C INN APPL ART, V2, P1759
[8]  
[Anonymous], 2016, The Independent
[9]  
[Anonymous], 2017, BBC NEWS FEB
[10]  
[Anonymous], 2016, IEEE Spectrum