A personalized agents platform design and implementation for personalized education

Apple W.P. Fok; Xin Xiao; Yuanchun Shi; Horace H.S. Ip

A personalized agents platform design and implementation for personalized education

Apple W.P. Fok, Xin Xiao, Yuanchun Shi, Horace H.S. Ip

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

8 Citations (Scopus)

Abstract

Personalized Education (PE) addresses the opportunities and necessities of integrating a diverse range of technologies to support individualized learning. This paper introduces a multi-agents architecture, based on the Smart Platform [1] and the detailed agent design for a PE System (PES). Specifically, to deliver personalized education services, PES consists of seven personalized education agents (PEAs) that coordinate with each other to provide a range of supportive functions that include personalized content search, static and dynamic user modeling, learning plan generation, as well as recommendations and communication services. A prototype of PES has been implemented using a combination of JAVA and .NET technologies and experimental results show that the proposed framework of personalized agents are able to deliver the required services in a flexible and efficient manner in terms of functionality, scalability, load-balancing and robustness. © 2005 Asia-Pacific Society for Computers in Education.

Original language	English
Title of host publication	Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE
Pages	654-657
Publication status	Published - 2005
Event	13th International Conference on Computers in Education, ICCE 2005 - Singapore, Singapore Duration: 28 Nov 2005 → 2 Dec 2005

Conference

Conference	13th International Conference on Computers in Education, ICCE 2005
Place	Singapore
City	Singapore
Period	28/11/05 → 2/12/05

Research Keywords

Multi-agents
Personalized Education
Web-based learning

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@inproceedings{f9a4ac1e311f43d2a7a059c1b52a1083,

title = "A personalized agents platform design and implementation for personalized education",

abstract = "Personalized Education (PE) addresses the opportunities and necessities of integrating a diverse range of technologies to support individualized learning. This paper introduces a multi-agents architecture, based on the Smart Platform [1] and the detailed agent design for a PE System (PES). Specifically, to deliver personalized education services, PES consists of seven personalized education agents (PEAs) that coordinate with each other to provide a range of supportive functions that include personalized content search, static and dynamic user modeling, learning plan generation, as well as recommendations and communication services. A prototype of PES has been implemented using a combination of JAVA and .NET technologies and experimental results show that the proposed framework of personalized agents are able to deliver the required services in a flexible and efficient manner in terms of functionality, scalability, load-balancing and robustness. {\textcopyright} 2005 Asia-Pacific Society for Computers in Education.",

keywords = "Multi-agents, Personalized Education, Web-based learning",

author = "Fok, {Apple W.P.} and Xin Xiao and Yuanchun Shi and Ip, {Horace H.S.}",

year = "2005",

language = "English",

isbn = "9810540051",

pages = "654--657",

booktitle = "Proc. Int. Conf. on Computers in Education 2005: {"}Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences{"}- Sharing Research Results and Exemplary Innovations, ICCE",

note = "13th International Conference on Computers in Education, ICCE 2005 ; Conference date: 28-11-2005 Through 02-12-2005",

}

Fok, AWP, Xiao, X, Shi, Y & Ip, HHS 2005, A personalized agents platform design and implementation for personalized education. in Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. pp. 654-657, 13th International Conference on Computers in Education, ICCE 2005, Singapore, Singapore, 28/11/05.

A personalized agents platform design and implementation for personalized education. / Fok, Apple W.P.; Xiao, Xin; Shi, Yuanchun et al.
Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE. 2005. p. 654-657.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - A personalized agents platform design and implementation for personalized education

AU - Fok, Apple W.P.

AU - Xiao, Xin

AU - Shi, Yuanchun

AU - Ip, Horace H.S.

PY - 2005

Y1 - 2005

N2 - Personalized Education (PE) addresses the opportunities and necessities of integrating a diverse range of technologies to support individualized learning. This paper introduces a multi-agents architecture, based on the Smart Platform [1] and the detailed agent design for a PE System (PES). Specifically, to deliver personalized education services, PES consists of seven personalized education agents (PEAs) that coordinate with each other to provide a range of supportive functions that include personalized content search, static and dynamic user modeling, learning plan generation, as well as recommendations and communication services. A prototype of PES has been implemented using a combination of JAVA and .NET technologies and experimental results show that the proposed framework of personalized agents are able to deliver the required services in a flexible and efficient manner in terms of functionality, scalability, load-balancing and robustness. © 2005 Asia-Pacific Society for Computers in Education.

AB - Personalized Education (PE) addresses the opportunities and necessities of integrating a diverse range of technologies to support individualized learning. This paper introduces a multi-agents architecture, based on the Smart Platform [1] and the detailed agent design for a PE System (PES). Specifically, to deliver personalized education services, PES consists of seven personalized education agents (PEAs) that coordinate with each other to provide a range of supportive functions that include personalized content search, static and dynamic user modeling, learning plan generation, as well as recommendations and communication services. A prototype of PES has been implemented using a combination of JAVA and .NET technologies and experimental results show that the proposed framework of personalized agents are able to deliver the required services in a flexible and efficient manner in terms of functionality, scalability, load-balancing and robustness. © 2005 Asia-Pacific Society for Computers in Education.

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KW - Personalized Education

KW - Web-based learning

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M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9810540051

SN - 9789810540050

SP - 654

EP - 657

BT - Proc. Int. Conf. on Computers in Education 2005: "Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences"- Sharing Research Results and Exemplary Innovations, ICCE

T2 - 13th International Conference on Computers in Education, ICCE 2005

Y2 - 28 November 2005 through 2 December 2005

ER -

A personalized agents platform design and implementation for personalized education

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Research Keywords

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