A generalized associative Petri net for reasoning

被引：163

作者：

Shih, Dong-Her ^{[1
]}

Chiang, Hsiu-Sen ^{[1
]}

Lin, Binshan ^{[1
]}

机构：

[1] Louisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA

来源：

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING | 2007年 / 19卷 / 09期

关键词：

ontology; Petri net; reasoning; association rule; data mining;

D O I：

10.1109/TKDE.2007.1068

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The application of fuzzy Petri Nets (FPNs) to the development of intelligent systems has received increasing attention recently. However, the fuzzy production rules are rather limited if the determination of certainty factor for each proposition is subjective. Unfortunately, this is the case for many existing FPNs. This paper proposes a generalized associative Petri net (APN) model with associative degree and knowledge representation of a rule-based system. Based on the generalized APN model, an efficient reasoning algorithm is proposed. The ontology mapping and the associative reasoning algorithm are described formally in details. An example of malicious e-mail reasoning is also included as an illustration.

引用

页码：1241 / 1251

页数：11

共 39 条

[1]

Agrawal R., 1993, SIGMOD Record, V22, P207, DOI 10.1145/170036.170072

[2] DATABASE MINING - A PERFORMANCE PERSPECTIVE [J].

AGRAWAL, R ;

IMIELINSKI, T ;

SWAMI, A .

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 1993, 5 (06) :914-925

[3]

Agrawal R., 1994, Proceedings of the 20th International Conference on Very Large Data Bases. VLDB'94, P487

[4]

[Anonymous], 1994, MACHINE LEARNING NEU

[5]

[Anonymous], CSDTR823 PURD U DEP

[6]

BERNARAS A, 1996, P EUR C ART INT ECAI, P298

[7]

CHEN S, 1990, IEEE T KNOWL DATA EN, V2, P311, DOI DOI 10.1109/69.60794

[8] Methodologies, tools and languages for building ontologies.: Where is their meeting point? [J].

Corcho, O ;

Fernández-López, M ;

Gómez-Pérez, A .

DATA & KNOWLEDGE ENGINEERING, 2003, 46 (01) :41-64

[9]

CRAWFORD R, 1993, P 6 INT COMP VIR SEC

[10] A linguistic ontology [J].

Dahlgren, K .

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 1995, 43 (5-6) :809-818

← 1 2 3 4 →