A context-aware computational trust model for multi-agent systems

被引：0

作者：

Wang, Yong ^{[1
]}

Li, Ming ^{[2
]}

Dillon, Eamonn ^{[4
]}

Cui, Ling-guo ^{[3
]}

Hu, Jing-jing ^{[1
,5
]}

Liao, Le-jian ^{[6
]}

机构：

[1] Beijing Inst Technol, Sch Comp Software, Beijing 100081, Peoples R China

[2] MPS, Beijing 100037, Peoples R China

[3] Beijing Inst Technol, Sch Informat Sci & Technol, Beijing 100081, Peoples R China

[4] Univ Dublin Trinity Coll, Dept Comp Sci, Dublin 2, Ireland

[5] Beijing Inst Technol, Sch Comp Software, Beijing 100081, Peoples R China

[6] Beijing Inst Technol, Sch Comp Sci, Beijing 100081, Peoples R China

来源：

PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2 | 2008年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Context information is taken into account when evaluating agents' trust to reflect the dynamic feature of multi-agent systems in open uncertain environment more accurately. A context-aware computational trust model based on Bayesian networks is proposed. Unlike many existing intuitive solutions, both the reputation estimation and unfair recommender filtering use statistical approaches. Risk is explicitly combined with trust to help agents making proper decisions. Simulation results show that our prototype system can make accurate trust inferences and is robust against unfair recommenders.

引用

页码：1119 / +

页数：2

共 50 条

[31] A MODEL OF CONTEXT-AWARE AGENT ARCHITECTURE
Stoyanov, Stanimir
Valkanov, Vladimir
Popchev, Ivan
Stoyanova-Doycheva, Asya
Doychev, Emil
[J]. COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2014, 67 (04): : 487 - 496
[32] Privacy and User Trust in Context-Aware Systems
Koldijk, Saskia
Koot, Gijs
Neerincx, Mark
Kraaij, Wessel
[J]. USER MODELING, ADAPTATION, AND PERSONALIZATION, UMAP 2014, 2014, 8538 : 134 - 145
[33] A Multi-agent Framework for Context-Aware Dynamic User Profiling for Web Personalization
Singh, Aarti
Sharma, Anu
[J]. SOFTWARE ENGINEERING (CSI 2015), 2019, 731 : 1 - 16
[34] Trust in multi-agent systems
Ramchurn, SD
Huynh, D
Jennings, NR
[J]. KNOWLEDGE ENGINEERING REVIEW, 2004, 19 (01): : 1 - 25
[35] Trust in multi-agent systems
Tweedale, Jeffrey
Cutler, Philip
[J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2006, 4252 : 479 - 485
[36] Computational trust and reputation models for open multi-agent systems: a review
Pinyol, Isaac
Sabater-Mir, Jordi
[J]. ARTIFICIAL INTELLIGENCE REVIEW, 2013, 40 (01) : 1 - 25
[37] Computational trust and reputation models for open multi-agent systems: a review
Isaac Pinyol
Jordi Sabater-Mir
[J]. Artificial Intelligence Review, 2013, 40 : 1 - 25
[38] Data Filtering in Context-Aware Multi-agent System for Machine-to-Machine Communication
Skocir, Pavle
Maracic, Hrvoje
Kusek, Mario
Jezic, Gordan
[J]. AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, 2015, 38 : 41 - 51
[39] A Context-Aware Model Based on Mobile Agent
Wang, Ying
Peng, Xinguang
[J]. EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2011, 237 : 253 - 260
[40] Context-aware trust domains
Neisse, Ricardo
Wegdam, Maarten
van Sinderen, Marten
[J]. SMART SENSING AND CONTEXT, PROCEEDINGS, 2006, 4272 : 234 - +

← 1 2 3 4 5 →