Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation

Vincent Qi Chen; Kevin Kam Fung Yuen

doi:10.1109/ICAIOT.2015.7111526

Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation

Vincent Qi Chen, Kevin Kam Fung Yuen^*

^*Corresponding author for this work

School of Advanced Technology

Xi'an Jiaotong-Liverpool University

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

1 Citation (Scopus)

Abstract

Products have similarities which can be analyzed to recommend products to consumers with different preferences. This paper combines Primitive Cognitive Network Process (PCNP) and Self-Organizing Map (SOM) to cluster products into appropriate categories on the basis of consumer preferences and product similarities. PCNP is an ideal alternative of Analytic Hierarchy Process (AHP) to quantify the weights for the attributes used in SOM. To demonstrate the applicability of PCNP-SOM, an example of computer product recommendation is illustrated.

Original language	English
Title of host publication	Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	9-12
Number of pages	4
ISBN (Electronic)	9781479975334
DOIs	https://doi.org/10.1109/ICAIOT.2015.7111526
Publication status	Published - 21 May 2015
Event	2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015 - Harbin, China Duration: 17 Jan 2015 → 18 Jan 2015

Publication series

Name	Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015

Conference

Conference	2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015
Country/Territory	China
City	Harbin
Period	17/01/15 → 18/01/15

Keywords

Cognitive Network Process
Recommender System
Self-organizing Map

Access to Document

10.1109/ICAIOT.2015.7111526

Cite this

Chen, V. Q., & Yuen, K. K. F. (2015). Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation. In Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015 (pp. 9-12). Article 7111526 (Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAIOT.2015.7111526

Chen, Vincent Qi ; Yuen, Kevin Kam Fung. / Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation. Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 9-12 (Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015).

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title = "Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation",

abstract = "Products have similarities which can be analyzed to recommend products to consumers with different preferences. This paper combines Primitive Cognitive Network Process (PCNP) and Self-Organizing Map (SOM) to cluster products into appropriate categories on the basis of consumer preferences and product similarities. PCNP is an ideal alternative of Analytic Hierarchy Process (AHP) to quantify the weights for the attributes used in SOM. To demonstrate the applicability of PCNP-SOM, an example of computer product recommendation is illustrated.",

keywords = "Cognitive Network Process, Recommender System, Self-organizing Map",

author = "Chen, {Vincent Qi} and Yuen, {Kevin Kam Fung}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015 ; Conference date: 17-01-2015 Through 18-01-2015",

year = "2015",

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doi = "10.1109/ICAIOT.2015.7111526",

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Chen, VQ & Yuen, KKF 2015, Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation. in Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015., 7111526, Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015, Institute of Electrical and Electronics Engineers Inc., pp. 9-12, 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015, Harbin, China, 17/01/15. https://doi.org/10.1109/ICAIOT.2015.7111526

Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation. / Chen, Vincent Qi; Yuen, Kevin Kam Fung.
Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 9-12 7111526 (Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015).

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

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N2 - Products have similarities which can be analyzed to recommend products to consumers with different preferences. This paper combines Primitive Cognitive Network Process (PCNP) and Self-Organizing Map (SOM) to cluster products into appropriate categories on the basis of consumer preferences and product similarities. PCNP is an ideal alternative of Analytic Hierarchy Process (AHP) to quantify the weights for the attributes used in SOM. To demonstrate the applicability of PCNP-SOM, an example of computer product recommendation is illustrated.

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Chen VQ, Yuen KKF. Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation. In Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 9-12. 7111526. (Proceedings of 2015 International Conference on Intelligent Computing and Internet of Things, ICIT 2015). doi: 10.1109/ICAIOT.2015.7111526

Towards a hybrid approach of Primitive Cognitive Network Process and Self-Organizing Map for computer product recommendation

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