RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia

被引：14

作者：

Ooshaksaraie, Leila ^{[1
]}

Basri, Noor Ezlin Ahmad ^{[1
]}

Abu Bakar, Azuraliza ^{[2
]}

Maulud, Khairul Nizam Abdul ^{[1
]}

机构：

[1] Univ Kebangsaan Malaysia, Civil & Struct Dept, Fac Engn & Built Environm, Bangi 43600, Selangor Darul, Malaysia

[2] Univ Kebangsaan Malaysia, Ctr Artificial Intelligence Technol, Fac Informat Sci & Technol, Bangi 43600, Selangor Darul, Malaysia

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2012年 / 39卷 / 03期

关键词：

Expert system; Stormwater management plan; Construction site; Geographic Information System;

D O I：

10.1016/j.eswa.2011.09.064

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The stormwater management in construction site is an important, complicate and time-consuming task that relates to huge amount of information, data, domain law, and expert knowledge and experience in terms of environmental protection, soil erosion, and receiving water protection. This paper presents an expert system "RP(3)CA" that is used to mitigate stormwater pollution during construction activities. A most important function of the RP(3)CA is its user interface, which utilizes Geographic Information System functions as a supportive component to display spatial maps. Decision tables and trees are used to acquire expert knowledge and experience. Certainty Factor is used for measuring the expert belief or disbelief of the system rules. Opinion integration of multiple experts is obtained by application of Expert Choice software where various alternatives are available. Assessment suggestions and results are derived utilizing a forward chaining inference mechanism. Unit testing, integrated testing, system testing, two test cases, comparison of system results, internal experts, and external experts, reviewers feedback by system application, and validation of system reasoning are used to demonstrate the proposed RP3CA. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：3692 / 3701

页数：10

共 31 条

[1]

ABD MANAF L., 2004, THESIS U KEBANGSAAN

[2] Verification and validation of an intelligent tutorial system [J].

Aguilar, R. M. ;

Munoz, V. ;

Noda, M. ;

Bruno, A. ;

Moreno, L. .

EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (03) :677-685

[3]

AHLMANN AB, 1993, IFIP TRANS B, V16, P289

[4]

Ahmad Basri N.E., 1999, THESIS U LEEDS

[5]

AJITH A., 2005, Handbook of Measuring System Design, P909

[6]

[Anonymous], 1994, Expert Systems: Design and Development

[7]

AZADEH A., 2009, AUSTR J BASIC APPL S, V3, P2447

[8]

BACHILER A, 2004, EXPERT SYSTEMS GEO 1

[9] Lessons learned from developing a mission-critical expert system with multiple experts through rapid prototyping [J].

Bloom, PC ;

Chung, QB .

EXPERT SYSTEMS WITH APPLICATIONS, 2001, 20 (02) :217-227

[10]

BOOTY WG, 1993, IFIP TRANS B, V16, P245

← 1 2 3 4 →