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@article{ART001529611},
author={문종필 and 이원석 and 장중혁},
title={A proper folder recommendation technique using frequent itemsets for efficient e-mail classification},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2011},
volume={16},
number={2},
pages={33-46}

TY - JOUR
AU - 문종필
AU - 이원석
AU - 장중혁
TI - A proper folder recommendation technique using frequent itemsets for efficient e-mail classification
JO - Journal of The Korea Society of Computer and Information
PY - 2011
VL - 16
IS - 2
PB - The Korean Society Of Computer And Information
SP - 33
EP - 46
SN - 1598-849X
AB - Since an e-mail has been an important mean of communication and information sharing, there have been much effort to classify e-mails efficiently by their contents. An e-mail has various forms in length and style, and words used in an e-mail are usually irregular. In addition, the criteria of an e-mail classification are subjective. As a result, it is quite difficult for the conventional text classification technique to be adapted to an e-mail classification efficiently. An e-mail classification technique in a commercial e-mail program uses a simple text filtering technique in an e-mail client. In the previous studies on automatic classification of an e-mail, the Naive Bayesian technique based on the probability has been used to improve the classification accuracy, and most of them are on an e-mail in English. This paper proposes the personalized recommendation technique of an email in Korean using a data mining technique of frequent patterns. The proposed technique consists of two phases such as the pre-processing of e-mails in an e-mail folder and the generating a profile for the e-mail folder. The generated profile is used for an e-mail to be classified into the most appropriate e-mail folder by the subjective criteria. The e-mail classification system is also implemented, which adapts the proposed technique.
KW - E-mail classification;Customized recommendation;Customized classification;Frequent itemsets;Document classification
DO -
UR -
ER -

문종필, 이원석 and 장중혁. (2011). A proper folder recommendation technique using frequent itemsets for efficient e-mail classification. Journal of The Korea Society of Computer and Information, 16(2), 33-46.

문종필, 이원석 and 장중혁. 2011, "A proper folder recommendation technique using frequent itemsets for efficient e-mail classification", Journal of The Korea Society of Computer and Information, vol.16, no.2 pp.33-46.

문종필, 이원석, 장중혁 "A proper folder recommendation technique using frequent itemsets for efficient e-mail classification" Journal of The Korea Society of Computer and Information 16.2 pp.33-46 (2011) : 33.

문종필, 이원석, 장중혁. A proper folder recommendation technique using frequent itemsets for efficient e-mail classification. 2011; 16(2), 33-46.

문종필, 이원석 and 장중혁. "A proper folder recommendation technique using frequent itemsets for efficient e-mail classification" Journal of The Korea Society of Computer and Information 16, no.2 (2011) : 33-46.

문종필; 이원석; 장중혁. A proper folder recommendation technique using frequent itemsets for efficient e-mail classification. Journal of The Korea Society of Computer and Information, 16(2), 33-46.

문종필; 이원석; 장중혁. A proper folder recommendation technique using frequent itemsets for efficient e-mail classification. Journal of The Korea Society of Computer and Information. 2011; 16(2) 33-46.

문종필, 이원석, 장중혁. A proper folder recommendation technique using frequent itemsets for efficient e-mail classification. 2011; 16(2), 33-46.

문종필, 이원석 and 장중혁. "A proper folder recommendation technique using frequent itemsets for efficient e-mail classification" Journal of The Korea Society of Computer and Information 16, no.2 (2011) : 33-46.