Filtering out unfair recommendations for trust model in ubiquitous environments

Weiwei Yuan; Donghai Guan; Sungyoung Lee; Young Koo Lee; Heejo Lee

doi:10.1007/11961635_27

Filtering out unfair recommendations for trust model in ubiquitous environments

Weiwei Yuan, Donghai Guan, Sungyoung Lee, Young Koo Lee, Heejo Lee

Department of Computer Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

This paper presents a novel context-based approach to filter out unfair recommendations for trust model in ubiquitous environments. Context is used in our approach to analyze the user’s activity, state and intention. Incremental learning based neural network is used to dispose the context in order to find doubtful recommendations. This approach has distinct advantages when dealing with randomly given irresponsible recommendations, individual unfair recommendations as well as unfair recommendations flooding.

Original language	English
Title of host publication	Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings
Editors	Aditya Bagchi, Vijayalakshmi Atluri
Publisher	Springer Verlag
Pages	357-360
Number of pages	4
ISBN (Print)	9783540689621
DOIs	https://doi.org/10.1007/11961635_27
Publication status	Published - 2006
Event	2nd International Conference on Information Systems Security, ICISS 2006 - Kolkata, India Duration: 2006 Dec 19 → 2006 Dec 21

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4332 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	2nd International Conference on Information Systems Security, ICISS 2006
Country/Territory	India
City	Kolkata
Period	06/12/19 → 06/12/21

Bibliographical note

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2006.

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/11961635_27

Cite this

Yuan, W., Guan, D., Lee, S., Lee, Y. K., & Lee, H. (2006). Filtering out unfair recommendations for trust model in ubiquitous environments. In A. Bagchi, & V. Atluri (Eds.), Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings (pp. 357-360). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4332 LNCS). Springer Verlag. https://doi.org/10.1007/11961635_27

Filtering out unfair recommendations for trust model in ubiquitous environments. / Yuan, Weiwei; Guan, Donghai; Lee, Sungyoung et al.
Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings. ed. / Aditya Bagchi; Vijayalakshmi Atluri. Springer Verlag, 2006. p. 357-360 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4332 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yuan, W, Guan, D, Lee, S, Lee, YK & Lee, H 2006, Filtering out unfair recommendations for trust model in ubiquitous environments. in A Bagchi & V Atluri (eds), Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4332 LNCS, Springer Verlag, pp. 357-360, 2nd International Conference on Information Systems Security, ICISS 2006, Kolkata, India, 06/12/19. https://doi.org/10.1007/11961635_27

Yuan W, Guan D, Lee S, Lee YK, Lee H. Filtering out unfair recommendations for trust model in ubiquitous environments. In Bagchi A, Atluri V, editors, Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings. Springer Verlag. 2006. p. 357-360. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11961635_27

Yuan, Weiwei ; Guan, Donghai ; Lee, Sungyoung et al. / Filtering out unfair recommendations for trust model in ubiquitous environments. Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings. editor / Aditya Bagchi ; Vijayalakshmi Atluri. Springer Verlag, 2006. pp. 357-360 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{4c4d4da6be344b5bb72549fd015056b9,

title = "Filtering out unfair recommendations for trust model in ubiquitous environments",

abstract = "This paper presents a novel context-based approach to filter out unfair recommendations for trust model in ubiquitous environments. Context is used in our approach to analyze the user{\textquoteright}s activity, state and intention. Incremental learning based neural network is used to dispose the context in order to find doubtful recommendations. This approach has distinct advantages when dealing with randomly given irresponsible recommendations, individual unfair recommendations as well as unfair recommendations flooding.",

author = "Weiwei Yuan and Donghai Guan and Sungyoung Lee and Lee, {Young Koo} and Heejo Lee",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2006.; 2nd International Conference on Information Systems Security, ICISS 2006 ; Conference date: 19-12-2006 Through 21-12-2006",

year = "2006",

doi = "10.1007/11961635_27",

language = "English",

isbn = "9783540689621",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "357--360",

editor = "Aditya Bagchi and Vijayalakshmi Atluri",

booktitle = "Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings",

}

TY - GEN

T1 - Filtering out unfair recommendations for trust model in ubiquitous environments

AU - Yuan, Weiwei

AU - Guan, Donghai

AU - Lee, Sungyoung

AU - Lee, Young Koo

AU - Lee, Heejo

PY - 2006

Y1 - 2006

N2 - This paper presents a novel context-based approach to filter out unfair recommendations for trust model in ubiquitous environments. Context is used in our approach to analyze the user’s activity, state and intention. Incremental learning based neural network is used to dispose the context in order to find doubtful recommendations. This approach has distinct advantages when dealing with randomly given irresponsible recommendations, individual unfair recommendations as well as unfair recommendations flooding.

AB - This paper presents a novel context-based approach to filter out unfair recommendations for trust model in ubiquitous environments. Context is used in our approach to analyze the user’s activity, state and intention. Incremental learning based neural network is used to dispose the context in order to find doubtful recommendations. This approach has distinct advantages when dealing with randomly given irresponsible recommendations, individual unfair recommendations as well as unfair recommendations flooding.

UR - http://www.scopus.com/inward/record.url?scp=84861938737&partnerID=8YFLogxK

U2 - 10.1007/11961635_27

DO - 10.1007/11961635_27

M3 - Conference contribution

AN - SCOPUS:84861938737

SN - 9783540689621

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 357

EP - 360

BT - Information Systems Security - 2nd International Conference, ICISS 2006, Proceedings

A2 - Bagchi, Aditya

A2 - Atluri, Vijayalakshmi

PB - Springer Verlag

T2 - 2nd International Conference on Information Systems Security, ICISS 2006

Y2 - 19 December 2006 through 21 December 2006

ER -

Filtering out unfair recommendations for trust model in ubiquitous environments

Abstract

Publication series

Other

Bibliographical note

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this