Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation

Tongjie Bian; Kevin Kam Fung Yuen

doi:10.1109/PIC.2014.6972307

Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation

Tongjie Bian, Kevin Kam Fung Yuen

School of Advanced Technology

Xi'an Jiaotong-Liverpool University

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

Abstract

Evaluation is an essential step for decision making. This paper proposes a hybrid approach, named PCNP-BN, which combines the Primitive Cognitive Network Process (PCNP) and the Bayesian Network (BN) for evaluation activities. PCNP, which is an ideal alternative of the Analytic Hierarchy Process (AHP), helps to quantify the influence of factors, whilst Bayesian network is utilized to combine all the useful feedbacks. The proposed approach can support evaluation activities through quantifying complex factors into measurable values.

Original language	English
Title of host publication	PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing
Editors	Yinglin Wang, Xuelong Li, Hongming Cai
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	114-118
Number of pages	5
ISBN (Electronic)	9781479920334
DOIs	https://doi.org/10.1109/PIC.2014.6972307
Publication status	Published - 2 Dec 2014
Event	2014 2nd IEEE International Conference on Progress in Informatics and Computing, PIC 2014 - Shanghai, China Duration: 16 May 2014 → 18 May 2014

Publication series

Name	PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing

Conference

Conference	2014 2nd IEEE International Conference on Progress in Informatics and Computing, PIC 2014
Country/Territory	China
City	Shanghai
Period	16/05/14 → 18/05/14

Keywords

bayesian network
decision making
evaluation
primitive cognitive network process

Access to Document

10.1109/PIC.2014.6972307

Cite this

Bian, T., & Yuen, K. K. F. (2014). Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation. In Y. Wang, X. Li, & H. Cai (Eds.), PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing (pp. 114-118). Article 6972307 (PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PIC.2014.6972307

Bian, Tongjie ; Yuen, Kevin Kam Fung. / Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation. PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing. editor / Yinglin Wang ; Xuelong Li ; Hongming Cai. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 114-118 (PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing).

@inproceedings{9eaffd36b8ae447e98b99983a4e98c72,

title = "Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation",

abstract = "Evaluation is an essential step for decision making. This paper proposes a hybrid approach, named PCNP-BN, which combines the Primitive Cognitive Network Process (PCNP) and the Bayesian Network (BN) for evaluation activities. PCNP, which is an ideal alternative of the Analytic Hierarchy Process (AHP), helps to quantify the influence of factors, whilst Bayesian network is utilized to combine all the useful feedbacks. The proposed approach can support evaluation activities through quantifying complex factors into measurable values.",

keywords = "bayesian network, decision making, evaluation, primitive cognitive network process",

author = "Tongjie Bian and Yuen, {Kevin Kam Fung}",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 2nd IEEE International Conference on Progress in Informatics and Computing, PIC 2014 ; Conference date: 16-05-2014 Through 18-05-2014",

year = "2014",

month = dec,

day = "2",

doi = "10.1109/PIC.2014.6972307",

language = "English",

series = "PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "114--118",

editor = "Yinglin Wang and Xuelong Li and Hongming Cai",

booktitle = "PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing",

}

Bian, T & Yuen, KKF 2014, Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation. in Y Wang, X Li & H Cai (eds), PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing., 6972307, PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing, Institute of Electrical and Electronics Engineers Inc., pp. 114-118, 2014 2nd IEEE International Conference on Progress in Informatics and Computing, PIC 2014, Shanghai, China, 16/05/14. https://doi.org/10.1109/PIC.2014.6972307

Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation. / Bian, Tongjie; Yuen, Kevin Kam Fung.
PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing. ed. / Yinglin Wang; Xuelong Li; Hongming Cai. Institute of Electrical and Electronics Engineers Inc., 2014. p. 114-118 6972307 (PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation

AU - Bian, Tongjie

AU - Yuen, Kevin Kam Fung

PY - 2014/12/2

Y1 - 2014/12/2

N2 - Evaluation is an essential step for decision making. This paper proposes a hybrid approach, named PCNP-BN, which combines the Primitive Cognitive Network Process (PCNP) and the Bayesian Network (BN) for evaluation activities. PCNP, which is an ideal alternative of the Analytic Hierarchy Process (AHP), helps to quantify the influence of factors, whilst Bayesian network is utilized to combine all the useful feedbacks. The proposed approach can support evaluation activities through quantifying complex factors into measurable values.

AB - Evaluation is an essential step for decision making. This paper proposes a hybrid approach, named PCNP-BN, which combines the Primitive Cognitive Network Process (PCNP) and the Bayesian Network (BN) for evaluation activities. PCNP, which is an ideal alternative of the Analytic Hierarchy Process (AHP), helps to quantify the influence of factors, whilst Bayesian network is utilized to combine all the useful feedbacks. The proposed approach can support evaluation activities through quantifying complex factors into measurable values.

KW - bayesian network

KW - decision making

KW - evaluation

KW - primitive cognitive network process

UR - http://www.scopus.com/inward/record.url?scp=84919327479&partnerID=8YFLogxK

U2 - 10.1109/PIC.2014.6972307

DO - 10.1109/PIC.2014.6972307

M3 - Conference Proceeding

AN - SCOPUS:84919327479

T3 - PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing

SP - 114

EP - 118

BT - PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing

A2 - Wang, Yinglin

A2 - Li, Xuelong

A2 - Cai, Hongming

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 2nd IEEE International Conference on Progress in Informatics and Computing, PIC 2014

Y2 - 16 May 2014 through 18 May 2014

ER -

Bian T, Yuen KKF. Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation. In Wang Y, Li X, Cai H, editors, PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing. Institute of Electrical and Electronics Engineers Inc. 2014. p. 114-118. 6972307. (PIC 2014 - Proceedings of 2014 IEEE International Conference on Progress in Informatics and Computing). doi: 10.1109/PIC.2014.6972307

Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this