Providers Selection Optimization Integrating a Decision Tree in a Business Process

被引：0

作者：

Castano Velez, Andres Paolo ^{[1
]}

Ruiz Villa, Carlos Alberto ^{[1
,2
]}

Mauricio Martinez, Andres ^{[1
]}

机构：

[1] Univ Caldas, Grp Invest GITIR, Manizales, Colombia

[2] Univ Nacl Colombia, Dept Informat Computac, Manizales, Colombia

来源：

ENTRE CIENCIA E INGENIERIA | 2011年 / 10期

关键词：

Business Process Management (BPM); Data Mining; Enterprise Service Bus (ESB); jBPM; Service Oriented Architecture (SOA); web services;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Service-oriented architecture (SOA) is developed to address new business challenges; they have become more competitive and integrated information systems. In addition, technologies such as business process management (BPM), Business activity monitoring (BAM) and web services are an essential complement to SOA. In this paper we integrate several of these technologies in a single application that allows, in a phase of a business process, to perform the analysis of input suppliers to the company, through the generation of a decision tree, using embedded code of free tool Weka data mining to feedback the business process to improve it. The result was a prototype able to select suppliers through a decision tree.

引用

下载

页码：24 / 38

页数：15

共 50 条

[21] Integrating plant and process optimization
Shanley, A
CHEMICAL ENGINEERING, 2001, 108 (04) : 131 - +
[22] DECISION-MAKING PROCESS OF SMALL BUSINESS FOR MICROCOMPUTERS AND SOFTWARE SELECTION AND USAGE.
Mahmoud, Essam
Malhotra, Naresh
1600, (24):
[23] Decision tree learning for detecting turning points in business process orientation: a case of Croatian companies
Glavan, Ljubica Milanovic
Vuksic, Vesna Bosilj
Vlahovic, Nikola
CROATIAN OPERATIONAL RESEARCH REVIEW, 2015, 6 (01) : 207 - 224
[24] AGITATION IN ALZHEIMER'S DISEASE: A DECISION TREE FOR HEALTHCARE PROVIDERS
Grossberg, George
Sanford, Angela
Scanland, Susan
Tracy, Karen
Stefanacci, Richard G.
INNOVATION IN AGING, 2022, 6 : 528 - 528
[25] Constructing Decision Tree By Integrating Multiple Information Metrics
Chen, Guang-Hua
Wang, Zheng-Qun
Yu, Zhen-Zhou
PROCEEDINGS OF THE 2009 CHINESE CONFERENCE ON PATTERN RECOGNITION AND THE FIRST CJK JOINT WORKSHOP ON PATTERN RECOGNITION, VOLS 1 AND 2, 2009, : 118 - 122
[26] Integrating context priors into a decision tree classification scheme
Terzić, Kasim
Neumann, Bernd
World Academy of Science, Engineering and Technology, 2009, 36 : 342 - 349
[27] Integrating a Decision Tree Perspective at the Operational Level of BPM
Alomari, Ahmad
April, Alain
Monsalve, Carlos
Gawanmeh, Amjad
COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2018, 33 (03): : 219 - 227
[28] Reinforcing the Decision-making Process in Chemometrics: Feature Selection and Algorithm Optimization
Sarsam, Samer Muthana
2019 8TH INTERNATIONAL CONFERENCE ON SOFTWARE AND COMPUTER APPLICATIONS (ICSCA 2019), 2019, : 11 - 16
[29] Fault Diagnosis of PTA Oxidation Process Based on Decision Tree and Ant Colony Optimization
Zheng, Xiaoxia
Qian, Feng
2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 500 - +
[30] Executive Selection Is a Process Not a Decision
Day, David V.
INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY-PERSPECTIVES ON SCIENCE AND PRACTICE, 2009, 2 (02): : 159 - 162

← 1 2 3 4 5 →