A Novel Capacity and Trust Based Service Selection Mechanism for Collaborative Decision Making in CPS
Computer Science and Information Systems, Tome 8 (2011) no. 4
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Cyber-physical system (CPS) provides more powerful service through combining software service and physical device. It is an effective solution to organize various CPS services to realize collaborative decision making (CDM). In CPS, finding out the most competent participators for CDM sponsor is a core problem. To solve this problem, we propose a novel capacity and trust computation based CPS service selection mechanism in intelligent and automatic manners. It comprises three phases, including capacity evaluation, trust computation and negotiation selection. In the first phase, CDM sponsor describes formal semantic of decision task and computes the capacity evaluation values according to participator instructions. In the second phase, we design a novel trust computation method to calculate the values of activity trust, subjective belief, objective reputation, physical trust and recommended trust respectively. In the third phase, service selection is achieved through a negotiation mechanism according to capacity evaluation and trust computation.
Keywords:
cyber-physical system, collaborative decision making, service selection, semantic, capacity, trust
@article{CSIS_2011_8_4_a12,
author = {Bo Zhang and Yang Xiang and Peng Wang and Zhenhua Huang},
title = {A {Novel} {Capacity} and {Trust} {Based} {Service} {Selection} {Mechanism} for {Collaborative} {Decision} {Making} in {CPS}},
journal = {Computer Science and Information Systems},
year = {2011},
volume = {8},
number = {4},
url = {http://geodesic.mathdoc.fr/item/CSIS_2011_8_4_a12/}
}
TY - JOUR AU - Bo Zhang AU - Yang Xiang AU - Peng Wang AU - Zhenhua Huang TI - A Novel Capacity and Trust Based Service Selection Mechanism for Collaborative Decision Making in CPS JO - Computer Science and Information Systems PY - 2011 VL - 8 IS - 4 UR - http://geodesic.mathdoc.fr/item/CSIS_2011_8_4_a12/ ID - CSIS_2011_8_4_a12 ER -
%0 Journal Article %A Bo Zhang %A Yang Xiang %A Peng Wang %A Zhenhua Huang %T A Novel Capacity and Trust Based Service Selection Mechanism for Collaborative Decision Making in CPS %J Computer Science and Information Systems %D 2011 %V 8 %N 4 %U http://geodesic.mathdoc.fr/item/CSIS_2011_8_4_a12/ %F CSIS_2011_8_4_a12
Bo Zhang; Yang Xiang; Peng Wang; Zhenhua Huang. A Novel Capacity and Trust Based Service Selection Mechanism for Collaborative Decision Making in CPS. Computer Science and Information Systems, Tome 8 (2011) no. 4. http://geodesic.mathdoc.fr/item/CSIS_2011_8_4_a12/