An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration

In most dynamic environment where human and agents are coexisting, agents overwhelming demands to cooperate with inner and outer services to achieve their goals. Along with line, agents are potentially being attracted by deceptive agents. Such situation is definitely not mitigated that risks the ent...

Full description

Bibliographic Details
Main Authors:	Mohammed, Khudhair Abbas, Mohammed, Muamer N., Mazlina, Abdul Majid, Mohd Sharifuddin, Ahmad
Format:	Article
Language:	English
Published:	American Scientific Publisher 2018
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/1/An%20Integrated%20Trust%20Model%20Enhancing%20Generic.pdf

id	ump-19962
recordtype	eprints
spelling	ump-199622019-01-28T09:02:42Z http://umpir.ump.edu.my/id/eprint/19962/ An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration Mohammed, Khudhair Abbas Mohammed, Muamer N. Mazlina, Abdul Majid Mohd Sharifuddin, Ahmad QA75 Electronic computers. Computer science In most dynamic environment where human and agents are coexisting, agents overwhelming demands to cooperate with inner and outer services to achieve their goals. Along with line, agents are potentially being attracted by deceptive agents. Such situation is definitely not mitigated that risks the entire model and threaten its long-term performances. Due to the uncertainty of an agent and its potential behavior especially in human-agent collaboration systems, an agent might behave fraudulently to its partners (humans or agents). Therefore, trust and reputation merits are essentially determined to be applied in multi-agent systems. Consequently, an agent has to be qualified and constrained with certain criteria that render it trustworthy and reliable. During this process, these criteria are strictly formulated based on the number of tasks and interactions among agents. Over the past decade, many researchers propose various trust models with outstanding features. However, balancing between the enormous features of the proposed trust models, but still there is a lack of research effort in many security aspects which considered a critical challenge. In this paper, we present a trust model for a Generic Nodal Abstraction (GNA) approach that considers the reliability of agents and introduce their adaptation abilities to improve their preferences in systems. This paper gives an overview of some existing trust models in MASs. American Scientific Publisher 2018-11 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/19962/1/An%20Integrated%20Trust%20Model%20Enhancing%20Generic.pdf Mohammed, Khudhair Abbas and Mohammed, Muamer N. and Mazlina, Abdul Majid and Mohd Sharifuddin, Ahmad (2018) An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration. Advanced Science Letters, 24 (10). pp. 7476-7480. ISSN 1936-6612 https://doi.org/10.1166/asl.2018.12962 DOI: 10.1166/asl.2018.12962
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Mohammed, Khudhair Abbas Mohammed, Muamer N. Mazlina, Abdul Majid Mohd Sharifuddin, Ahmad An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
description	In most dynamic environment where human and agents are coexisting, agents overwhelming demands to cooperate with inner and outer services to achieve their goals. Along with line, agents are potentially being attracted by deceptive agents. Such situation is definitely not mitigated that risks the entire model and threaten its long-term performances. Due to the uncertainty of an agent and its potential behavior especially in human-agent collaboration systems, an agent might behave fraudulently to its partners (humans or agents). Therefore, trust and reputation merits are essentially determined to be applied in multi-agent systems. Consequently, an agent has to be qualified and constrained with certain criteria that render it trustworthy and reliable. During this process, these criteria are strictly formulated based on the number of tasks and interactions among agents. Over the past decade, many researchers propose various trust models with outstanding features. However, balancing between the enormous features of the proposed trust models, but still there is a lack of research effort in many security aspects which considered a critical challenge. In this paper, we present a trust model for a Generic Nodal Abstraction (GNA) approach that considers the reliability of agents and introduce their adaptation abilities to improve their preferences in systems. This paper gives an overview of some existing trust models in MASs.
format	Article
author	Mohammed, Khudhair Abbas Mohammed, Muamer N. Mazlina, Abdul Majid Mohd Sharifuddin, Ahmad
author_facet	Mohammed, Khudhair Abbas Mohammed, Muamer N. Mazlina, Abdul Majid Mohd Sharifuddin, Ahmad
author_sort	Mohammed, Khudhair Abbas
title	An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
title_short	An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
title_full	An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
title_fullStr	An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
title_full_unstemmed	An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration
title_sort	integrated trust model enhancing generic nodal abstraction for modeling human-agent collaboration
publisher	American Scientific Publisher
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/ http://umpir.ump.edu.my/id/eprint/19962/1/An%20Integrated%20Trust%20Model%20Enhancing%20Generic.pdf
first_indexed	2023-09-18T22:28:37Z
last_indexed	2023-09-18T22:28:37Z
_version_	1777416134879870976

An Integrated Trust Model Enhancing Generic Nodal Abstraction for Modeling Human-Agent Collaboration

Similar Items