Classification in e-procurement

被引：1

作者：

Roberts, Paul J. ^{[1
]}

Mitchell, Richard J. ^{[2
]}

Ruiz, Virginie F. ^{[2
]}

Bishop, J. Mark ^{[3
]}

机构：

[1] UK plc, 5 Jupiter House,Calleva Pk, Aldermaston RG7 8NN, England

[2] Univ Reading, Sch Syst Engn, Reading RG6 6AY, Berks, England

[3] Univ London, Dept Comp, London SE14 6NW, England

来源：

INTERNATIONAL JOURNAL OF APPLIED PATTERN RECOGNITION | 2014年 / 1卷 / 03期

关键词：

classification; feature selection; noise reduction; e-procurement;

D O I：

10.1504/IJAPR.2014.065770

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Three coupled knowledge transfer partnerships used pattern recognition techniques to produce an e-procurement system which, the National Audit Office reports, could save the National Health Service 500 pound m per annum. An extension to the system, GreenInsight, allows the environmental impact of procurements to be assessed and savings made. Both systems require suitable products to be discovered and equivalent products recognised, for which classification is a key component. This paper describes the innovative work done for product classification, feature selection and reducing the impact of mislabelled data.

引用

页码：298 / 314

页数：17

共 50 条

[21] The (real) management implications of e-procurement
Quayle, Michael
[J]. JOURNAL OF GENERAL MANAGEMENT, 2005, 31 (01) : 23 - 39
[22] Exploring the business case for e-procurement
Smart, Alan
[J]. INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION & LOGISTICS MANAGEMENT, 2010, 40 (03) : 181 - 201
[23] Design and implementation of an e-Procurement system
Chang, Y
Markatsoris, H
Richards, H
[J]. PRODUCTION PLANNING & CONTROL, 2004, 15 (07) : 634 - 646
[24] An e-procurement system for governmental purchasing
Panayiotou, NA
Gayialis, SP
Tatsiopoulos, IP
[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2004, 90 (01) : 79 - 102
[25] The acceptance and use of e-procurement systems
Purchase, Sharon
Dooley, Ken
[J]. INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2010, 13 (06) : 459 - 473
[26] THE E-PROCUREMENT EXPERIENCE IN ITALIAN UNIVERSITIES
Barbieri, Paolo
Zanoni, Andrea
[J]. JOURNAL OF PUBLIC PROCUREMENT, 2005, 5 (03) : 323 - 343
[27] What is the value of an IT e-procurement system?
Ronchi, Stefano
Brun, Alessandro
Golini, Ruggero
Fan, Xixi
[J]. JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT, 2010, 16 (02) : 131 - 140
[28] E-procurement practices: An Australian survey
Hawking, P
[J]. INFORMATION TECHNOLOGY AND ORGANIZATIONS: TRENDS, ISSUES, CHALLENGES AND SOLUTIONS, VOLS 1 AND 2, 2003, : 349 - 351
[29] e-Procurement adoption: Theory and practice
Henriksen, HZ
Andersen, KV
[J]. ELECTRONIC GOVENMENT, PROCEEDINGS, 2003, 2739 : 121 - 124
[30] THE IMPACT OF E-PROCUREMENT ON THE NUMBER OF SUPPLIERS
Nepelski, Daniel
[J]. TRANSFORMATIONS IN BUSINESS & ECONOMICS, 2009, 8 (01): : 72 - 85

← 1 2 3 4 5 →