Supplier Quality Performance Measurement System*

Size: px
Start display at page:

Download "Supplier Quality Performance Measurement System*"

Transcription

1 Suppler Qualty Performance Measurement System* LIU Yumn School of Busness, Zhengzhou Unversty, P.R.Chna, Abstract Qualty performance s excellent performance that organzatons reach to hgh qualty at lower cost when they operate and manage accordng to advanced qualty management system. How to measure suppler qualty performance or excellent performance s very mportant for mprovng the qualty of an organzaton s products and servces. There have been ample researches on suppler selecton crtera and performance evaluaton, however, much less work can be found about the practce of suppler qualty performance measurement. In ths paper, suppler qualty performance measurement system s developed usng the Chna Qualty Award (CAQ) as the theoretcal framework, then emprcal approach for suppler qualty performance measurement s presented by means of Qualty Functon Deployment (QFD) method based on data from motorcycle ndustry. Key words Suppler, Qualty Performance, Performance Measurement, QFD, Qualty Award. Introducton Global competton has pushed enterprses to pay more attentons to the development of core competences. So far researches on suppler selecton and suppler performance evaluaton have receved wdespread concerns. Suppler performance evaluaton has been focused on the three key ndcators that are qualty, servce and dstrbuton for a long tme. These ndcators can not evaluate supplers exactly and comprehensvely, some other factors should be added to suppler performance evaluaton system, such as envronment (Sungmn and Nermn, 2006). There have been ample researches on suppler selecton crtera and performance evaluaton, but much less work can be found about the practce of suppler qualty performance. How to let suppler to get excellent performance and how to measure them s very mportant for organzatons. There are several fnancal and non-fnancal factors related to qualty performance (La, 2003). Kevn ponts out that there are sx specfc constructs that ndcate the qualty performance of an organzaton, ncludng product qualty effectveness, operatonal process effcency, customer focus, emphass on employee, suppler role, and fnancal performance (Kevn Laframbose, 2002). In other words, there are latent constructs, whch measure or defne qualty performance. The selecton of these constructs s based on the crtera and measures of busness results found generally n the dfferent natonal qualty awards programs and specfcally n the Malcolm Baldrge Natonal Qualty Award (MBNQA) of the Unted States. Snce the md-990s, the topc of qualty awards and self-assessment has receved consderable attentons from researchers and s well defned n the lterature. Western companes adopt the busness excellence models n natonal qualty awards to self-assess busness performance. A self-assessment process for new product ntroducton s adopted and appled by organzatons to evaluate ther performance aganst best practce, and to mprove conformance through rgorous applcaton (Tennant and Roberts, 2003). By means of the crtera of natonal qualty awards, some self-assessment practces are carred out to obtan comprehensve performance ratngs to measure qualty performance of the productons and servces (Rtche and Dale, 2000). In ths context, t s essental for organzatons to montor ther performance on a regular bass that reled on the maor natonal qualty awards, especally, on the Chna Qualty Award (CAQ). Qualty performance s excellent performance that organzatons reach to hgh qualty at lower cost when they operate and manage accordng to advanced qualty management system. It s very mportant for lowerng product costs and mprovng qualty to select fewer supplers and establsh long-term cooperatve partnershp wth them on the bass of qualty performance measurement. A relable and vald measurement tool for qualty performance should satsfy two cardnal condtons. * Ths paper s supported by Natonal Scence Funds for Dstngushed Young Scholar No and Natonal Nature Scence Foundaton of Chna No

2 Frst, t should measure what t s supposed to measure. Second, t must be able to measure them correctly. In ths paper, a suppler qualty performance ndcator system s developed usng the CAQ as the framework, and the emprcal approach s provded usng QFD as a useful method based on the data from motorcycle ndustry. The qualty performance of supplers has a drect mpact on the enterprses growth and development n a hghly compettve envronment. A set of obectve, accurate suppler qualty performance measurement system s developed n ths paper, whch s good for the selecton of supplers and development of long-term partnershp. 2. Suppler Qualty Performance Model Most natonal qualty awards provde a framework of crtera to show the essental elements of an organzaton's qualty performance and get the Qualty Performance Score (QPS). It s essental for organzatons to montor ther performance on a regular bass that reled on the maor natonal qualty awards. Chnese Qualty Award crtera were revsed n 2003 accordng to the crtera for performance excellence of the MBNQA. From 2005 onwards, Crtera for performance excellence were cted as the natonal standard (CQA, 2003). CQA model for performance excellence have been establshed based on the CQA crtera (Lu and Xu 2003). As a symbol of world-class busness excellence, the CQA encourages organzatons to strengthen ther management system to mprove ther compettveness. Suppler qualty performance model s establshed n the paper based on CQA model for performance excellence. CQA crtera has seven categores: leadershp, strategc plannng, customer and market focus, measurement, analyss, and knowledge management, human resource, process management, and busness results, whch defne fundamental aspects for the pursut of excellence performance. There are 9 tems accordng to the categores, the tems under each crteron are meant to address varous aspects of the organzaton. There are 32 areas to address under the tems. To mantan a good cooperatve partnershp, only measurng busness results s not enough whle ts ablty to develop long-term cooperaton should be focused on from the perspectve of development. Good customers and market can make supplers fully understand the demand of customers and market, and then provde products needed by the customer. Adequate resources ensure the avalablty of hgh qualty products at an approprate prce. Stable and relable supply process ensures supplers send the exact quantty of products to the correct locaton at the approprate tme. Effectve nformaton and knowledge management can help enterprses progress and develop contnuously, and satsfy customer's evolvng needs. Therefore suppler qualty performance can be measured from fve aspects that are customers and markets, resources, supply process, nformaton and knowledge management, busness results. Suppler qualty performance model s developed based on CQA, as shown as Fgure. 4. Informaton and Knowledge Management.Customer and Market Focus 2. Resources 3. Supply Process 5. Busness Results Fgure Suppler Qualty Performance Model Ths suppler qualty performance model ncludes three aspects: three core modules that are customer and market focus, resources and supply process; a support system whch s nformaton and knowledge management; busness results reflectng the suppler's overall operaton. 3. Suppler Qualty Performance Measurement Indcator System The frst condton for a relable and vald measurement tool of qualty performance s that t must 44

3 measure all dmensons of busness that are deemed to have mpact on overall organzaton's qualty performance and construct a measurement attrbute system or ndcator system. Accordng to the suppler qualty performance model, suppler qualty performance ndcator system s developed. Suppler overall qualty performance (OQP) s one ndcator whch reflects the overall qualty performance of busness. The fve modules n Fg that are customers and market focus, resources, supply process, nformaton and knowledge management, busness results are taken as the frst level ndcators. Through analyss of factors mpactng the suppler qualty performance, some tems are chosen from the correspondng categores n CQA crtera as the second level ndcators, some areas to address are extracted form the correspondng tems n CQA crtera as the thrd level ndcators. 3. Customer and market focus (FLI) In order to obtan the long-term development and operatng performance, supplers must produce customer satsfed products and servces, must focus on customer and market. It can be measured from two aspects: knowledge of customers and market, customer relatonshps.. Knowledge of customer and market () Knowledge of customer and market may nclude customer dentfcaton (TLI), channels of knowng customer demands (TLI2) and compettors (TLI3). 2. Customer relatonshps (2) Customer relatons can be measured from two aspects: customer relatonshp buldng (TLI4) and customer relatonshp management (TLI5). 3.2 Resources (FLI2) Resources must be measured from four aspects that are fnancal resources, human resources, technologcal capablty and cooperaton.. Fnancal resources (3) Fnancal resources manly measure development capacty (TLI6) of supplers from the fnancal ponts of vew. The debt-to-asset rato can reflect development capablty effectvely. 2. Human resources (4) It can be measured from leadng effcency (TLI7) and staff ablty (TLI8). 3. Technologcal capablty (5) The suppler s technologcal capablty has receved focal attenton as a purchasng decson factor (e.g., Burt, 989; Monczka, Trent & Callahan, 993; Percy et al., 997). It can be measured from two aspects: technologcal nnovaton (TLI9) and certfcaton of qualty system (TLI0). 4. Cooperaton (6) For many suppler frms, establshng and mantanng a network of satsfed sellers s crucal to the long-run vablty of ther channel systems (Dwyer, 980; Geyskenset al., 999). Cooperaton relaton can be measured from two aspects that are nformaton sharng (TLI) and cooperaton ntent (TLI2). Informaton sharng should be stressed n suppler performance evaluaton (Kannan, 2002). 3.3 Supply process (FLI3) Its supply capablty (7)s essental for the supplers qualty performance. Weber, Current and Benton (99) found that prce, delvery and qualty are the three most mportant factors by an overvew of 74 lteratures on supplers, and so supply capablty s nspected from product qualty (TLI3), delvery (TLI4) and prce (TLI5). 3.4 Informaton and knowledge management (FLI4) It can be measured from two aspects: nformaton Acquston, knowledge management.. Informaton acquston (8) Informaton acquston can be measured by staff proposal (TLI6) and other partners (TLI7), whch can be measured by the rate of staff ratonalzaton proposals and the rate of data sharng respectvely. 2. Knowledge management (9) Ths requres advanced nformaton systems and transmts nformaton tmely and relably. Informaton system (TLI20) s the hardware of nformaton-sharng, on whch nformaton s transmtted. To a large extent t determnes the tmelness (TLI8), effectveness and accuracy of nformaton transmsson (TLI9). 3.5 Busness results (FLI5) 45

4 Busness results should not only consder ts fnancal results, but also nclude ther customers and market, and socal responsblty.. Customers and market (0) Customers and market results can be measured from two aspects: customer satsfacton (TLI2) and market share (TLI22). 2. Fnancal results () Fnancal results manly measure suppler s ncome stuaton (TLI23) by the return rate of nvestment. 3. Socal responsblty (2) Socal responsblty can be measured from ethcal behavor (TLI24) and publc responsblty (TLI25) of supplers. Accordng to the CAQ crtera correspondng to the fve modules, twelve ndcators are chosen from the correspondng tems n CAQ as the second level ndcators, twenty-fve ndcators are chosen from the correspondng areas to address n CAQ as the thrd level ndcators. In the thrd level ndcators, some ndctors can be quantfed easly, such as qualty that s one of the thrd level ndctor s measured by the qualfed rate of products, whle other ndctors are qualtatve ndcators whch scores can t be measure easly, such as ethcal behavor, these ndctors are measured by the questonnares. The ndcator system of suppler qualty performance s formed, as shown as Fgure 2. The suppler qualty performance measurement ndcator system measures all dmensons of suppler that have mpact on qualty performance. However, n order to measure qualty performance scentfcally, t also must be able to measure these ndcators correctly. Many methods have been mpled to performance measurement, such as Prncpal Components Analyss, Fuzzy Comprehensve Evaluaton and Analytcal Herarchy Process. In ths paper, Qualty Functon Deployment (QFD) s ntroduced as a measurement tool for suppler qualty performance. The prmary functons of QFD have been expanded from product development (Crow, 2000) and qualty management to product desgn and decson-makng, ncludng performance measurement, evaluatng company s current status (Lu, 2006). 4. Emprcal Analyss for Suppler Qualty Performance Measurement Based on data from a motorcycle sales company at the southern of Jangsu provnce, QFD method s ntroduced for the emprcal analyss of suppler qualty performance measurement system. Accordng to features of system, three-stage QFD s used n the paper. Steps are as follows. 4. Buldng of a three-stage QFD model At frst, there s only one ndcator that s overall qualty performance (OQP) on the left wall n the frst house of qualty, and the crtcal factors mpactng on OQP can be known as the frst level ndcators, that s, customers and market, resources, supply process, nformaton and knowledge management, and busness results. OQP s regarded as the upper level ndcator of the frst level ndcators, and ther relatonshp matrx s n the cells of the house( Fg.3). Correlaton matrx Weght of OPQ FLI FLI 2 FLI3 FLI4 FLI 5 OQP Wghts of FLI () w OPQ = Fgure 3 the Frst House of Qualty of Suppler Qualty Performance Measurement 46

5 In the second phase, fve ndcators n the frst level must be placed on the left wall n the second house of qualty. Twelve ndcators n the second level are hung on the celng of the second house of qualty. Slmly, the second level ndcators are regarded as the upper level ndcator of the frst level ndcators, and ther relatonshp matrx s n the cells of the house (Fg.4). In the thrd phase, the twelve second level ndcators are put on the left wall of the thrd qualty of house; the twenty-fve thrd level ndcators are hung on the celng of the thrd house of qualty. The relatonshp between the second level ndcators and the thrd level ndcators are put nto the relatonshp matrx n the thrd house of qualty. Correlaton matrx Weghts of FLI () w FLI FLI FLI FLI FLI (2) Weghts of w FLI score FLI2 score FLI3 score FLI4 score FLI5 score Fgure 4 the Second House of Qualty of Suppler Qualty Performance Measurement 4.2 Assgnng the relatonshp ratngs The choce of a relatonshp ratng scheme s crtcal n mplementng a sutable method of QFD model. The relatonshp matrx used n the house of qualty has a strong and drect mpact on the qualty performance measurement. In ths paper, the relatonshp ratngs between the upper level and the lower level ndcators for qualty performance are measured on a 9-pont scale (-9scale). It s necessary to select a team of 5-7 assessors organzed an evaluaton group. Dependng on the mpact of the upper level ndcators on the lower level ndcators, assessors assgn the 9-pont scale. 4.3 Determnng the udgment matrx (3) For the thrd level ndcators n Fgure 6, assessors can easly gve ther scores, we suppose s (=, 2,,25) denotes ther scores. The k level ndcators correspondng to the k- level ndcators can be ( k prortzed accordng to the relatonshp ratngs, r ) ( k=, 2,3), and then the self-assessment matrx of ( ) qualty performance n k level, ( p k ), s obtaned by s (=,2,,n 4 ), that s : ( k ) 47

6 () ( k ) ( k ) ( k) k m ax ( k ) p { } 0 = s When r 0 = r p = =,..., n 2 0 Otherwse For example, n order to obtan the udgment matrx n the thrd house of qualty, the thrd level ndcators correspondng to the second level ndcators has been prortzed accordng to the relatonshp ratngs n the thrd house of qualty. Frst, we can see that relatonshp ratngs of TLI correspondng to the, 2, 0 are 9, 5, respectvely, the relatonshp ratng of TLI correspondng to the s the hghest n the there scores, so self-assessment matrx of qualty performance of TLI s wrtten down correspondng to the n the udgment matrx. The udgment matrx of TLI correspondng to other ndcators n the second level are zero. Slmly, the udgment matrx of other ndcators n the thrd level can be obtaned. 4.4 Computng the weghts of ndcators The mportance weghts of ndcators play a sgnfcant role n measurng the qualty performance. The weght of OPQ s because there s only one overall ndcator. Here, we suppose that ( k ) w ( =,2,..., nk ; k=,2,3,4 ) denotes the weghts of the (k-) th level ndcators, and r ( k ) descrbes the relatonshp ratngs of the k th level ndcators to the (k-) th level ndcators. In order to obtan the ( ) weghts, w k ( = n ), of the k th ( ) level ndcators, we should use the weghts w k wth the, 2,..., k relaton ratngs r ( k ). For each ndcator n the k th level, the weght ( )' normalzaton ofw k, whch s computed as follows: n k ( k ) ' ( k ) ( k ) = =, 2,..., k = w r w n w s obtaned through the (2) w = w =, 2,..., n ; k = 2, 3, 4 ( k ) ( k ) ' n k k ( k ) ' w = ( k ) (3) For example, the weghts of the frst level ndcator can be calculated by the weghts of ther upper level ndcators that s the weght of OPQ and ther relatonshp matrx. The weght of OPQ s and relatonshp matrx of OPQ correspondng to the fve frst level ndcators s 4, 7, 5, 7 and 8 respectvely. Accordng to the Formulas (2) and (3), the weght of customer and market focus n frst level ndcators s computed as 0.3.Smlarly, the weghts of the other ndcators n frst level, the second and the thrd level ndcators can be easly got by the same way. 4.5 Scorng the qualty performance The procedure of gettng the qualty performance score keeps n order from the last level to the overall qualty performance n the thrd-phase QFD model. For each ndcator n the thrd level, ts qualty performance score can be obtaned drectly from assessors udgments by questonnares, whch consttute the udgment matrx of qualty performance, ( ( 3 ) p ). Accordng to the above dscusson, the ( k weghtsw ) ( k =, 2,3), of the k level ndcators have been calculated. The qualty performance scores, ( k ) s ( =, 2,..., nk ), of the k- level ndcators are computed usng the score of each row of the assessment matrx n the k level and ther correspondng weghts, that s, n k ( k ) ( k ) ( k ) k = (4) s = p w ( =, 2,..., n ; k =, 2, 3 ) When k=0, the overall qualty performance score, OQPS, s obtaned by ( 0 ) s. For example, n order to obtan the qualty performance score of, we should use the udgment matrx n the thrd level at the same row of and ts correspondng weght. Our case shows that the udgment matrx n the thrd level at the same row of s 4, 3, 3 and ts correspondng weghts are 0.4, 0.36 and

7 respectvely, accordng to the formula (4),the qualty performance score of can be computed as 3.4. Slmly, the qualty performance score of other ndcators n the second level and the frst level ndcators can be obtaned. Fnally, OQPS s computed as We can see from the result that the qualty performance of ths suppler s not very good. 5. Conclusons Natonal Qualty Award crtera usually are used by enterprses as a measurement tool of performance to know whether or not acheve performance excellence, to assess the qualty performance of enterprses. Enterprses can measure ther qualty performance regularly and dentfy areas n need of mprovement accordng to these gudelnes. In ths paper, a suppler qualty performance model s developed usng the CQA as a framework, and a set of scentfc, obectve qualty performance ndctor system s establshed based on the suppler qualty performance model. An effectve measurement method and ts mplementaton process are presented n ths paper. A thrd-phase QFD model as a useful tool for measurng qualty performance n organzatons has been ntroduced. The proposed QFD method wll hopefully provde gudance for anyone who wants to develop self-assessment tools for measurng qualty performance n organzatons. The suppler qualty performance measurement system n ths paper can be used not only n the choce evaluaton of suppler, but more mportant s used as a measure and dagnostc tool for organzatons n pursut of excellent performance, so problems can be found n a tmely manner and measures can be taken effectvely for mprovement. It provdes scentfc nstruments for suppler selecton and qualty performance measurement. References [] Bevlacquaa, M., Carapcab, F.E. and Gacchettab G. A fuzzy-qfd approach to suppler selecton. Journal of Purchasng & Supply Management.2006(2): 4~27 [2] Cont, T. Organzatonal Self-Assessment. Chapman and Hall, London. 997 [3] CQA. The Chna Qualty Award. [4] Crow, K. Performng QFD Step by Step. DRM Assocates, Palos Verdes, CA [5] General Admnstraton of Qualty Supervson, Inspecton and Quarantne of the People s Republc of Chna, Standardzaton Admnstraton of the People s Republc of Chna. Crtera for performance excellence [6] Sungmn Ryu, Nermn Eyuboglu. The envronment and ts mpact on satsfacton wth suppler performance: An nvestgaton of the medatng effects of control mechansms from the perspectve of the manufacturer n the U.S.A.. Industral Marketng Management.2006 (36):458~469 [7] Jagdev, O., Bradley, P. and Molloy, O. A QFD Based Performance Measurement. Computers n Industry, 997, 33:357~366 [8] Kee-Hung La. Market Orentaton n Qualty-orented Organzatons and Its Impact on Ther Performance. Internatonal Journal of Producton Economcs.2003(84):7~34 [9] Kevn Laframbose. An Emprcal Study of the Relatonshp between Qualty Practce and Busness Performance Excellence n Central Canada. Quebec, Canada [0] Kee-Hung La. Market Orentaton n Qualty-orented Organzatons and Its Impact on Ther Performance. Internatonal Journal of Producton Economcs, 2003(84):7~34 [] Lu Y. QFD Model for Qualty Performance Self-assessment. The Asan Journal on Qualty, 2006(): 67~80 [2] Lu, Y. and Xu, J. Customer Satsfacton Measurement Model Based on QFD. The Asan Journal on Qualty, 2003, 4(2):0~22 [3] Rtche, L. and Dale, B.G. Self-assessment Usng the Busness Excellence Model: A Study of Practce and Process. Int. J. Producton Economcs. 2000(66):24~254 The author can be contacted from e-mal : zzyumnlu@63.com 49

8 TLI Customer Identfcaton Knowledge of Customer and Market TLI2 Channels of Knowng Customer Demand FLICustomer and Market Focus TLI3 Compettors 2 Customer Relatonshps TLI4Customer Relatonshp Buldng TLI5Customer Relatonshp Management Products Popularty Tmes of Customer Complants 3Fnancal Resources TLI6 Development Ablty The Debt-to-asset Rato 4 Human Resources TLI7 Leadng Effcency Rato of Effectve Strategc Decsons FLI2 Resources 5Technologcal Capablty TLI8 Staff Ablty TLI9 Technology Innovaton TLI0 Certfcaton of QS Average Tranng Cost of Staff Introducton of New Products ISO Certfcaton Suppler Overall Qualty Performance (OQP) FLI3 Supply Process 6 Cooperaton 7 Supply Ablty TLI Informaton Sharng TLI2 Cooperaton Intent TLI3 Qualty TLI4 Delvery TLI5 Compettve Prce Tmes of Successful Cooperaton The Qualfed Rate of Products Rate of Accuracy Delvery Prce of Compettve Advantage 8 Informaton Acquston TLI6 Staff Proposals TLI7 Other Partners Staff Reasonable Proposals Rate of Data Share FLI4 Informaton and Knowledge TLI8 Tmelness 9 Knowledge Management TLI9 Accuracy TLI20 Informaton System 0 Customer and Market TLI2 Customer Satsfacton TLI22 Market Share Rate of Customer Complant Rato of Marker Share FLI5 Busness Results Fncal Results TLI23 Income Stuaton Return Rate of Investment 2 Socal Responsblty TLI24 Ethcal Behavor TLI25Publc Responsblty Fgure 2 Suppler Qualty Performance Measurement Indcator System 420

Research on the Evaluation of Corporate Social Responsibility under the Background of Low Carbon Economy

Research on the Evaluation of Corporate Social Responsibility under the Background of Low Carbon Economy http://jba.scedupress.com Internatonal Journal of Busness Admnstraton Vol. 7, No. 5; 2016 Research on the Evaluaton of Corporate Socal Responsblty under the Background of Low Carbon Economy Xaofang Zhang

More information

Supplier selection and evaluation using multicriteria decision analysis

Supplier selection and evaluation using multicriteria decision analysis Suppler selecton and evaluaton usng multcrtera decson analyss Stratos Kartsonaks 1, Evangelos Grgorouds 2, Mchals Neofytou 3 1 School of Producton Engneerng and Management, Techncal Unversty of Crete,

More information

Research on Evaluation Index System for Automobile Enterprise Brand Value

Research on Evaluation Index System for Automobile Enterprise Brand Value 1234 Proceedngs of the 8th Internatonal Conference on Innovaton & Management Research on Evaluaton Index System for Automoble Enterprse Brand Value Chen Zhaohu, L Jng School of Management, Guangx Unversty

More information

RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH

RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH RELATIONSHIP BETWEEN BUSINESS STRATEGIES FOLLOWED BY SERVICE ORGANIZATIONS AND THEIR PERFORMANCE MEASUREMENT APPROACH Carlos F. Gomes, School of Economcs, ISR- Insttute of Systems and Robotcs, Unversty

More information

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight Journal of Computer and Communcatons, 2017, 5, 20-30 http://www.scrp.org/journal/jcc ISSN Onlne: 2327-5227 ISSN Prnt: 2327-5219 The Credt Rsk Assessment Model of Internet Supply Chan Fnance: Mult-Crtera

More information

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight

The Credit Risk Assessment Model of Internet Supply Chain Finance: Multi-Criteria Decision-Making Model with the Principle of Variable Weight Journal of Computer and Communcatons, 2016, 4, 1-11 http://www.scrp.org/journal/jcc ISSN Onlne: 2327-5227 ISSN Prnt: 2327-5219 The Credt Rsk Assessment Model of Internet Supply Chan Fnance: Mult-Crtera

More information

EVALUATION METHODOLOGY OF BUS RAPID TRANSIT (BRT) OPERATION

EVALUATION METHODOLOGY OF BUS RAPID TRANSIT (BRT) OPERATION 200-203 JATIT & LL. All rghts reserved. IN: 992-864 www.att.org E-IN: 87-39 EVALUATION METHODOLOGY OF BU RAPID TRANIT (BRT) OPERATION WU HONGYANG A a Chna Urban ustanable Transport Research Center (CUTReC),

More information

RANKING OF VENDORS BASED ON CRITERIA BY MCDM-MATRIX METHOD-A CASE STUDY FOR COMMERCIAL VEHICLES IN AN AUTOMOBILE INDUSTRY

RANKING OF VENDORS BASED ON CRITERIA BY MCDM-MATRIX METHOD-A CASE STUDY FOR COMMERCIAL VEHICLES IN AN AUTOMOBILE INDUSTRY Internatonal Journal of Latest Research n Scence and Technology Vol.1,Issue 4 :Page No.337-341,November-December (2012) http://www.mnkjournals.com/jlrst.htm ISSN (Onlne):2278-5299 RANKING OF VENDORS BASED

More information

Evaluation Method for Enterprises EPR Project Risks

Evaluation Method for Enterprises EPR Project Risks , pp.350-354 http://dx.do.org/10.14257/astl.2016. Evaluaton Method for Enterprses EPR Project Rsks L-Yongmng 1,2 1 College of Economcs and Management, Nanjng Unversty of Aeronautcs and Astronautcs, Nanjng,

More information

Product Innovation Risk Management based on Bayesian Decision Theory

Product Innovation Risk Management based on Bayesian Decision Theory Advances n Management & Appled Economcs, vol., no., 0, - ISS: 79-7 (prnt verson), 79-7 (onlne) Internatonal Scentfc Press, 0 Product Innovaton Rsk Management based on Bayesan Decson Theory Yngchun Guo

More information

A Group Decision Making Method for Determining the Importance of Customer Needs Based on Customer- Oriented Approach

A Group Decision Making Method for Determining the Importance of Customer Needs Based on Customer- Oriented Approach Proceedngs of the 010 Internatonal Conference on Industral Engneerng and Operatons Management Dhaka, Bangladesh, January 9 10, 010 A Group Decson Makng Method for Determnng the Importance of Customer Needs

More information

The Study on Evaluation Module Architecture of ERP for Chemical Enterprises Yongbin Qin 1, 2, a, Jiayin Wei 1, b

The Study on Evaluation Module Architecture of ERP for Chemical Enterprises Yongbin Qin 1, 2, a, Jiayin Wei 1, b Internatonal Conference on Educaton Technology and Informaton System (ICETIS 2013) The Study on Evaluaton Module Archtecture of ERP for Chemcal Enterprses Yongbn Qn 1, 2, a, Jayn We 1, b 1 College of Computer

More information

On Countermeasures of Promoting Agricultural Products E Commerce in China

On Countermeasures of Promoting Agricultural Products E Commerce in China On Countermeasures of Promotng Agrcultural Products E Commerce n Chna Wehua Gan, Tngtng Zhang, and Yuwe Zhu School of Mechancal and Electroncal Engneerng, East Chna Jaotong Unversty, 330013, Nanchang,

More information

Logistics Management. Where We Are Now CHAPTER ELEVEN. Measurement. Organizational. Sustainability. Management. Globalization. Culture/Ethics Change

Logistics Management. Where We Are Now CHAPTER ELEVEN. Measurement. Organizational. Sustainability. Management. Globalization. Culture/Ethics Change CHAPTER ELEVEN Logstcs Management McGraw-Hll/Irwn Copyrght 2011 by the McGraw-Hll Companes, Inc. All rghts reserved. Where We Are Now Relatonshps Sustanablty Globalzaton Organzatonal Culture/Ethcs Change

More information

Using Balance Score Card to Evaluate Performance of High-Tech Companies

Using Balance Score Card to Evaluate Performance of High-Tech Companies , pp.373-388 http://dx.do.org/0.4257/junesst.206.9.4.37 Usng Balance Score Card to Evaluate Performance of Hgh-Tech Companes Lu Kebn, Wang qang 2 and Zhu Benxao 3 Anhu Xnhua Unversty, Commercal College,

More information

Sources of information

Sources of information MARKETING RESEARCH FACULTY OF ENGINEERING MANAGEMENT Ph.D., Eng. Joanna Majchrzak Department of Marketng and Economc Engneerng Mal: joanna.majchrzak@put.poznan.pl Meetngs: Monday 9:45 11:15 Thursday 15:10

More information

Evaluation and Selection Model of Strategic Emerging Industries in Guangdong Province of China Based on AHP-TOPSIS

Evaluation and Selection Model of Strategic Emerging Industries in Guangdong Province of China Based on AHP-TOPSIS Internatonal Journal of Busness and Management; Vol. 0, No. ; 05 ISSN 8-850 E-ISSN 8-89 Publshed by Canadan Center of Scence and Educaton Evaluaton and Selecton Model of Strategc Emergng Industres n Guangdong

More information

LIFE CYCLE ENVIRONMENTAL IMPACTS ASSESSMENT FOR RESIDENTIAL BUILDINGS IN CHINA

LIFE CYCLE ENVIRONMENTAL IMPACTS ASSESSMENT FOR RESIDENTIAL BUILDINGS IN CHINA Proceedngs: Indoor Ar 2005 LIFE CYCLE ENVIRONMENTAL IMPACTS ASSESSMENT FOR RESIDENTIAL BUILDINGS IN CHINA DJ Gu 1,*, JJ Lu 1, LJ Gu 1 1 Department of Buldng Scence, School of Archtecture, Tsnghua Unversty,

More information

The Critical Success Factors of Sourcing Production for Small and Medium-sized Clothing Firms in Hong Kong

The Critical Success Factors of Sourcing Production for Small and Medium-sized Clothing Firms in Hong Kong Volume 4, Issue 3, Sprng2005 The Crtcal Success Factors of Sourcng Producton for Small and Medum-szed Clothng Frms n Hong Kong Fung-y Tam, Ka-leung Moon, Sau-fun Ng, Ch-leung Hu Insttute of Textles and

More information

Customer segmentation, return and risk management: An emprical analysis based on BP neural network

Customer segmentation, return and risk management: An emprical analysis based on BP neural network Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 204, 6(6):698-703 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Customer segmentaton, return and rsk management: An emprcal

More information

Management of innovation processes at the enterprises of the construction materials industry

Management of innovation processes at the enterprises of the construction materials industry https://do.org/10.1051/matecconf/201817001099 Management of nnovaton processes at the enterprses of the constructon materals ndustry Nkolay Voytolovsky 1,*, Ekaterna Maslyukova 2, Margarta Aleksandrova

More information

The research on modeling of coal supply chain based on objectoriented Petri net and optimization

The research on modeling of coal supply chain based on objectoriented Petri net and optimization Proceda Earth and Planetary Scence 1 (2009) 1608 1616 Proceda Earth and Planetary Scence www.elsever.com/locate/proceda The 6 th Internatonal Conference on Mnng Scence & Technology The research on modelng

More information

Evaluation of Quality Management Performance in Office of President using Modified Public Sector Management Quality Award (PMQA) Model

Evaluation of Quality Management Performance in Office of President using Modified Public Sector Management Quality Award (PMQA) Model Evaluaton of Qualty Management Performance n Offce of Presdent usng Modfed Publc Sector Management Qualty Award (PMQA) Model Thoedtda Thpparate 1 untcha Kongkaew, Sunantha. Ompan 1. Lecturer, Faculty of

More information

Consumption capability analysis for Micro-blog users based on data mining

Consumption capability analysis for Micro-blog users based on data mining Consumpton capablty analyss for Mcro-blog users based on data mnng ABSTRACT Yue Sun Bejng Unversty of Posts and Telecommuncaton Bejng, Chna Emal: sunmoon5723@gmal.com Data mnng s an effectve method of

More information

Investigation on Evaluation of Core Competitiveness of Airlines Based on Gray Theory

Investigation on Evaluation of Core Competitiveness of Airlines Based on Gray Theory 660 Proceedngs of the 7th Internatonal Conference on Innovaton & Management Investgaton on Evaluaton of Core Compettveness of Arlnes Based on Gray Theory Ma Luyan, Wang Xaoy, Zhao Xng, Chao Hu School of

More information

1 Basic concepts for quantitative policy analysis

1 Basic concepts for quantitative policy analysis 1 Basc concepts for quanttatve polcy analyss 1.1. Introducton The purpose of ths Chapter s the ntroducton of basc concepts of quanttatve polcy analyss. They represent the components of the framework adopted

More information

The ranks of Indonesian and Japanese industrial sectors: A further study

The ranks of Indonesian and Japanese industrial sectors: A further study Journal of Physcs: Conference Seres PAPER OPEN ACCESS The ranks of Indonesan and Japanese ndustral sectors: A further study To cte ths artcle: Ubadllah Zuhd 2017 J. Phys.: Conf. Ser. 820 012029 Vew the

More information

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs

A Two-Echelon Inventory Model for Single-Vender and Multi-Buyer System Through Common Replenishment Epochs A Two-Echelon Inventory Model for Sngle-Vender and Mult-Buyer System Through Common Replenshment Epochs Wen-Jen Chang and Chh-Hung Tsa Instructor Assocate Professor Department of Industral Engneerng and

More information

Identifying Factors that Affect the Downtime of a Production Process

Identifying Factors that Affect the Downtime of a Production Process Identfyng Factors that Affect the Downtme of a Producton Process W. Nallaperuma 1 *, U. Ekanayake 1, Ruwan Punch-Manage 2 1 Department of Physcal scences, Rajarata Unversty, Sr Lanka 2 Department of Statstcs

More information

Construction of Control Chart Based on Six Sigma Initiatives for Regression

Construction of Control Chart Based on Six Sigma Initiatives for Regression 2018 IJSRST Volume 4 Issue 2 Prnt ISSN: 2395-6011 Onlne ISSN: 2395-602X Themed Secton: Scence and Technology Constructon of Control Chart Based on Sx Sgma Intatves for Regresson ABSTRACT R. Radhakrshnan

More information

A QUANTITATIVE APPROACH FOR CUSTOMER SATISFACTION MEASUREMENT OF REAL ESTATE DEVELOPMENT ENTERPRISE

A QUANTITATIVE APPROACH FOR CUSTOMER SATISFACTION MEASUREMENT OF REAL ESTATE DEVELOPMENT ENTERPRISE A QUANTITATIVE APPROACH FOR CUSTOMER SATISFACTION MEASUREMENT OF REAL ESTATE DEVELOPMENT ENTERPRISE Jn ZHANG, Dong Mng XU 2. X an Unversty of Archtecture & Technology, School of Cvl Engneerng, X an, Chna,

More information

Economia Aziendale online 2000 Web

Economia Aziendale online 2000 Web Economa Azendale onlne 2000 Web Ban O. Synthetc Measure of the Qualty of Servce Takng nto Account the Clent s Perspectve n the Hotel Industry Internatonal Busness and Management Revew N. /2008 Specal Issue

More information

Influencing Factors and Evaluation Index of Farmers Financial Needs based on Analytic Hierarchy Process

Influencing Factors and Evaluation Index of Farmers Financial Needs based on Analytic Hierarchy Process Influencng Factors and Evaluaton Index of Farmers Fnancal Needs based on Analytc Herarchy Process Yuqu Ca, Zhan Yang, Mo Zhang * School of Economcs and Management, Northeast Agrcultural Unversty, Harbn

More information

Internal and External Environment Analysis on Financial Strategy in Chinese PV Enterprise Yongchen Li1, a, Fang Li1, b

Internal and External Environment Analysis on Financial Strategy in Chinese PV Enterprise Yongchen Li1, a, Fang Li1, b Internatonal Conference on Educaton, E-learnng and Management Technology (EEMT 2016) and Envronment Analyss on Fnancal Strategy n Chnese PV Enterprse Yongchen L1, a, Fang L1, b 1 School of Economcs and

More information

Analysis of the Critical Success Factors of SOA Implementation in China Tobacco Company Based on DEMATEL Approach Yong Cen

Analysis of the Critical Success Factors of SOA Implementation in China Tobacco Company Based on DEMATEL Approach Yong Cen Internatonal Conference on Automaton, Mechancal Control and Computatonal Engneerng (AMCCE 2015) Analyss of the Crtcal Success Factors of SOA Implementaton n Chna Tobacco Company Based on DEMATEL Approach

More information

A Distance-Based Multi-Criteria Decision Making Approach to Problem of Supplier Involvement in New Product Development

A Distance-Based Multi-Criteria Decision Making Approach to Problem of Supplier Involvement in New Product Development Iowa State Unversty From the SelectedWorks of Gül Okudan-Kremer August, 2010 A Dstance-Based Mult-Crtera Decson Makng Approach to Problem of Suppler Involvement n New Product Development Gulsen Akman,

More information

A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS

A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS C. Sun et al., Int. J. of Safety and Securty Eng., Vol. 5, No. 2 (2015) 150 161 A SUPPLY CHAIN RISK EVALUATION METHOD BASED ON FUZZY TOPSIS C. SUN 1, Y. XIANG 1, S. JIANG 2 & Q. CHE 1 1 School of Management,

More information

Guidelines on Disclosure of CO 2 Emissions from Transportation & Distribution

Guidelines on Disclosure of CO 2 Emissions from Transportation & Distribution Gudelnes on Dsclosure of CO 2 Emssons from Transportaton & Dstrbuton Polcy Research Insttute for Land, Infrastructure and Transport June 2012 Contents 1. Introducton...- 3-1.1 Purpose and concept...- 3-1.2

More information

Innovation in Portugal:

Innovation in Portugal: Innovaton n Portugal: What can we learn from the CIS III? Innovaton and Productvty Pedro Moras Martns de Fara pedro.fara@dem.st.utl.pt Globelcs Academy 2005 25 May 2005 Introducton The study of the relatonshp

More information

A SIMULATION STUDY OF QUALITY INDEX IN MACHINE-COMPONF~T GROUPING

A SIMULATION STUDY OF QUALITY INDEX IN MACHINE-COMPONF~T GROUPING A SMULATON STUDY OF QUALTY NDEX N MACHNE-COMPONF~T GROUPNG By Hamd Sefoddn Assocate Professor ndustral and Manufacturng Engneerng Department Unversty of Wsconsn-Mlwaukee Manocher Djassem Assstant Professor

More information

International Journal of Industrial Engineering Computations

International Journal of Industrial Engineering Computations Internatonal Journal of Industral Engneerng Computatons 5 (04) 87 94 Contents lsts avalable at GrowngScence Internatonal Journal of Industral Engneerng Computatons homepage: wwwgrowngscencecom/jec An nvestgaton

More information

Assessing mechanism for pre-development stage of new product development by stage-gate model

Assessing mechanism for pre-development stage of new product development by stage-gate model Afrcan Journal of Busness Management Vol.5 (6), pp. 2445-2454, 18 March, 2011 Avalable onlne at http://www.academcjournals.org/ajbm DOI: 10.5897/AJBM10.1253 ISSN 1993-8233 2011 Academc Journals Full Length

More information

An Analysis on Stability of Competitive Contractual Strategic Alliance Based on the Modified Lotka-Voterra Model

An Analysis on Stability of Competitive Contractual Strategic Alliance Based on the Modified Lotka-Voterra Model Advanced Scence and Technology Letters, pp.60-65 http://dx.do.org/10.14257/astl.2014.75.15 An Analyss on Stablty of Compettve Contractual Strategc Allance Based on the Modfed Lotka-Voterra Model Qng Xueme

More information

AHP and Value Engineering Application in Electrical Equipment Procurement Hong-qing ZHANG

AHP and Value Engineering Application in Electrical Equipment Procurement Hong-qing ZHANG 2016 2 nd Internatonal Conference on Socal Educaton and Management Engneerng (SEME 2016) ISBN: 978-1-60595-336-6 AHP and Value Engneerng Applcaton n Electrcal Equpment Procurement Hong-qng ZHANG School

More information

Prediction algorithm for users Retweet Times

Prediction algorithm for users Retweet Times , pp.9-3 http://dx.do.org/0.457/astl.05.83.03 Predcton algorthm for users Retweet Tmes Hahao Yu, Xu Feng Ba,ChengZhe Huang, Haolang Q Helongang Insttute of Technology, Harbn, Chna Abstract. In vew of the

More information

A Category Role Aided Market Segmentation Approach to Convenience Store Category Management

A Category Role Aided Market Segmentation Approach to Convenience Store Category Management A Category Role Aded Market Segmentaton Approach to Convenence Store Category Management Yongje Ye 1, Shuhua Han Abstract Ths paper presents an nnovatve market segmentaton model whch s drven by category-role,

More information

Process Approach and Modelling in Organisation Competitiveness Management System

Process Approach and Modelling in Organisation Competitiveness Management System Management 205, 5(4): 07-6 DOI: 0.5923/j.mm.2050504.0 Process Approach and Modellng n Organsaton Compettveness Management System Marna A. Ivankova Project and Producton Department, JSC Atomenergoproekt,

More information

Partner Selection Factors for Successful CPFR Implementation Using Fuzzy DEMATEL

Partner Selection Factors for Successful CPFR Implementation Using Fuzzy DEMATEL Partner Selecton Factors for Successful CPFR Implementaton Usng Fuzzy DEMATEL Farhad Panahfar, Cathal Heavey, P J Byrne, and M Asf Salam Abstract In compettve global ndustres, the relatonshp between frms

More information

Enterprise Development Factors Control

Enterprise Development Factors Control European Research Studes Journal Volume XX, Issue 2A, 2017 pp. 581-591 Enterprse Development Factors Control Mhal Nolaevch Pavlenov 1, Valery Glebovch Laronov 2, Pavel Mhaylovch Voronn 3, Ivan Mhaylovch

More information

Amir Hossein Amirkhani 1, Azita Avarzmani 2*

Amir Hossein Amirkhani 1, Azita Avarzmani 2* Internatonal Research Journal of Management Scences. Vol., 3 (8), 363-374, 205 Avalable onlne at http://www.rjmsjournal.com ISSN 247-964X 205 The Relatonshp between Organzatonal Structure and Organzatonal

More information

A NOVEL DECISION APPROACH: INTUITIONISTIC FUZZY IMPORTANCE PERFORMANCE ANALYSIS

A NOVEL DECISION APPROACH: INTUITIONISTIC FUZZY IMPORTANCE PERFORMANCE ANALYSIS A NOVEL DECISION APPROACH: INTUITIONISTIC FUZZY IMPORTANCE PERFORMANCE ANALYSIS Kuo-Chen Hung Hungkuang Unversty, Tawan kuochen.hung@msa.hnet.net Abstract: Importance performance analyss (IPA) s a technque

More information

Job Description. Department/School: Faculty of Humanities & Social Sciences Grade: 6 Department/Placements Office

Job Description. Department/School: Faculty of Humanities & Social Sciences Grade: 6 Department/Placements Office Job Descrpton Job ttle: Faculty Placements Offcer Department/School: Faculty of Humantes & Socal Scences Grade: 6 Locaton: Department/Placements Offce Purpose of the job: The postholder wll form part of

More information

Experiments with Protocols for Service Negotiation

Experiments with Protocols for Service Negotiation PROCEEDINGS OF THE WORKSHOP ON APPLICATIONS OF SOFTWARE AGENTS ISBN 978-86-7031-188-6, pp. 25-31, 2011 Experments wth Protocols for Servce Negotaton Costn Bădcă and Mhnea Scafeş Unversty of Craova, Software

More information

Supplier Selection in the International Environment: A Comparative Case of a Turkish and an Australian Company 1

Supplier Selection in the International Environment: A Comparative Case of a Turkish and an Australian Company 1 IBIMA Publshng IBIMA Busness Revew http://www.bmapublshng.com/journals/ibimabr/bmabr.html Vol. 2011 (2011), Artcle ID 598845, 14 pages DOI: 10.5171/2011.598845 Suppler Selecton n the Internatonal Envronment:

More information

Journal of Service Science 2013 Volume 6, Number 1

Journal of Service Science 2013 Volume 6, Number 1 Journal of Servce Scence 13 Volume 6, Number 1 On Applyng Sx Sgma To Improvng The Relatonshp Qualty Of Ftness And Health Clubs Kue-Me Cheng, Natonal Tawan Unversty of Physcal Educaton & Sport, Tawan, R.O.C.

More information

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc.

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. [Type text] [Type text] [Type text] ISSN : 094-435 Volume 0 Issue BoTechnology 204 An Indan Journal FULL PAPER BTAIJ, 0(), 204 [554-562] Based on the brd's nest, cloud patterns method after the operaton

More information

EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE

EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE VOLUME 2, 2011 EVALUATE THE IMPACT OF CONTEMPORARY INFORMATION SYSTEMS AND THE INTERNET ON IMPROVING BANKING PERFORMANCE Akram Jalal Karm, Allam M. Hamdan Ahla Unversty, Kngdom of Bahran Ths paper examnes

More information

Analysis Online Shopping Behavior of Consumer Using Decision Tree Leiyue Yao 1, a, Jianying Xiong 2,b

Analysis Online Shopping Behavior of Consumer Using Decision Tree Leiyue Yao 1, a, Jianying Xiong 2,b Advanced Materals Research Onlne: 2011-07-04 ISSN: 1662-8985, Vols. 271-273, pp 891-894 do:10.4028/www.scentfc.net/amr.271-273.891 2011 Trans Tech Publcatons, Swtzerland Analyss Onlne Shoppng Behavor of

More information

An Empirical Study on the Impact of the Low-Carbon Economy- Based Enterprise Financial Environment on Financial Accounting

An Empirical Study on the Impact of the Low-Carbon Economy- Based Enterprise Financial Environment on Financial Accounting An Emprcal Study on the Impact of the Low-Caron Economy- Based Enterprse Fnancal Envronment on Fnancal Accountng Astract Xaoyu Lu, Desheng Zhao Langfang Polytechnc Insttute, Langfang065000,Chna. Snce reform

More information

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics

Extended Abstract for WISE 2005: Workshop on Information Systems and Economics Extended Abstract for WISE 5: Workshop on Informaton Systems and Economcs How Many Bundles?:An Analyss on Customzed Bundlng of Informaton Goods wth Multple Consumer Types Wendy HUI Ph.D. Canddate Department

More information

Optimal Issuing Policies for Substitutable Fresh Agricultural Products under Equal Ordering Policy

Optimal Issuing Policies for Substitutable Fresh Agricultural Products under Equal Ordering Policy 06 Internatonal Academc Conference on Human Socety and Culture (HSC 06) ISBN: 978--60595-38-6 Optmal Issung Polces for Substtutable Fresh Agrcultural Products under Eual Orderng Polcy Qao- TENG,a, and

More information

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System

Power Distribution System Planning Evaluation by a Fuzzy Multi-Criteria Group Decision Support System Internatonal Journal of Computatonal Intellgence Systems, Vol.3, No. 4 (October, 2010), 474-485 Power Dstrbuton System Plannng Evaluaton by a Fuzzy Mult-Crtera Group Decson Support System Tefeng ZHANG

More information

Development of an Asphalt Pavement Distress Evaluation Method for Freeways in China

Development of an Asphalt Pavement Distress Evaluation Method for Freeways in China Techncal Paper ISSN 1997-1400 Int. J. Pavement Res. Technol. 7(2):159-167 Copyrght @ Chnese Socety of Pavement Engneerng Development of an Asphalt Pavement Dstress Evaluaton Method for Freeways n Chna

More information

Driving Factors of SO 2 Emissions in 13 Cities, Jiangsu, China

Driving Factors of SO 2 Emissions in 13 Cities, Jiangsu, China Avalable onlne at www.scencedrect.com ScenceDrect Energy Proceda 88 (2016 ) 182 186 CUE2015-Appled Energy Symposum and Summt 2015: Low carbon ctes and urban energy systems Drvng Factors of SO 2 Emssons

More information

Pricing for Resource Allocation in Cloud Computing

Pricing for Resource Allocation in Cloud Computing Internatonal Conference on Logstcs Engneerng, Management and Computer Scence (LEMCS 2015) Prcng for Resource Allocaton n Cloud Computng Zhengce Ca Department of Informaton Servce Anhu Insttute of Internatonal

More information

Management Science Letters

Management Science Letters Management Scence Letters 2 (2012) 655 664 Contents lsts avalable at GrowngScence Management Scence Letters homepage: www.growngscence.com/msl A hybrd algorthm of BSC and QFD to determne the crtera affectng

More information

Performance Evaluation of coal enterprises energy conservation and reduction of pollutant emissions base on GRD-TOPSIS

Performance Evaluation of coal enterprises energy conservation and reduction of pollutant emissions base on GRD-TOPSIS Avalable onlne at www.scencedrect.com Energy Proceda 5 (2011) 535 539 IACEED2010 Performance Evaluaton of coal enterprses energy conservaton and reducton of pollutant emssons base on GRD-TOPSIS Gao Yan

More information

Assessing Corporate IT Governance with CMMI and MCDM

Assessing Corporate IT Governance with CMMI and MCDM Assessng Corporate IT Governance wth CMMI and MCDM Yng-Hsun Hung 1, Wen-Kuo Chen 2, Gwo-Hshung Tzeng 3 1 Department of Management Informaton System, Hwa-Hsa Insttute of Technology 2 Department of Marketng

More information

North Wales Social Care and Community Health Workforce Strategy A summary

North Wales Social Care and Community Health Workforce Strategy A summary Our workforce North Wales Socal Care and Communty Health Workforce Strategy 2018-2021 A summary Hello Socal care and communty health servces are a bg part of communty lfe. They help people who need care

More information

Integrated Development and Utilization of Cultural Tourism Resources in the Silk Road Economic Zone Based on Regional Perspective

Integrated Development and Utilization of Cultural Tourism Resources in the Silk Road Economic Zone Based on Regional Perspective Integrated Development and Utlzaton of Cultural Toursm Resources n the Slk Road Economc Zone Based on Regonal Perspectve Xaoyan Chen Hstory, Culture and Toursm Department, Shaanx Xueqan Normal Unversty,

More information

Impacts of supply and demand shifts

Impacts of supply and demand shifts Impacts of supply and demand shfts 1. Impacts of Supply shft S S S S Same sze of shft D D Elastc Demand Inelastc demand 2. Impacts of Demand shft D D S D D S Same sze of shft D Elastc Supply Inelastc demand

More information

Low Carbon Supplier Selection in the Hotel Industry

Low Carbon Supplier Selection in the Hotel Industry Sustanablty 2014, 6, 2658-2684; do:10.3390/su6052658 Artcle OPEN ACCESS sustanablty ISSN 2071-1050 www.mdp.com/journal/sustanablty Low Carbon Suppler Selecton n the Hotel Industry Cha-We Hsu 1, *, Tsa-Ch

More information

Integration DEA into Six Sigma Methodology for Performance Evaluation of Yazd Science and Technology Park Technological Companies

Integration DEA into Six Sigma Methodology for Performance Evaluation of Yazd Science and Technology Park Technological Companies J. Basc. Appl. Sc. Res., 3(7)987-997, 203 203, TextRoad Publcaton ISSN 2090-4304 Journal of Basc and Appled Scentfc Research www.textroad.com Integraton DEA nto Sx Sgma Methodology for Performance Evaluaton

More information

A New Methodology for Prioritizing Mining Strategies

A New Methodology for Prioritizing Mining Strategies A New Methodology for Prortzng Mnng Strateges Mohammad Mad Fouladgar, Abdolreza Yazdan-Chamzn, and Samak Ha Yakhchal Abstract Mnng plays one crtcal role n most countres and t acts as a foundaton for growth

More information

Calculation and Prediction of Energy Consumption for Highway Transportation

Calculation and Prediction of Energy Consumption for Highway Transportation Calculaton and Predcton of Energy Consumpton for Hghway Transportaton Feng Qu, Wenquan L *, Qufeng Xe, Peng Zhang, Yueyng Huo School of Transportaton, Southeast Unversty, Nanjng 210096, Chna; *E-mal: wenql@seu.edu.cn

More information

A Multi-Product Reverse Logistics Model for Third Party Logistics

A Multi-Product Reverse Logistics Model for Third Party Logistics 2011 Internatonal Conference on Modelng, Smulaton and Control IPCSIT vol.10 (2011) (2011) IACSIT Press, Sngapore A Mult-Product Reverse Logstcs Model for Thrd Party Logstcs Tsa-Yun Lao, Agatha Rachmat

More information

Using Fuzzy Cognitive Maps for E-Commerce Strategic Planning

Using Fuzzy Cognitive Maps for E-Commerce Strategic Planning Usng Fuzzy Cogntve Maps for Commerce Strategc Plannng Athanasos K. Tsadras Department of Appled Informatcs, Unversty of Macedona, 54006 Thessalonk, Greece Emal: tsadras@uom.gr Abstract. In ths paper we

More information

Spatial difference of regional carbon emissions in China

Spatial difference of regional carbon emissions in China Avalable onlne www.jocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(7): 2741-2745 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 Spatal dfference of regonal carbon emssons n Chna

More information

ECONOMIC AND STATISTICAL METHODS IN EVALUATION OF COMPETITIVE ADVANTAGES OF REGIONAL AGROSYSTEMS

ECONOMIC AND STATISTICAL METHODS IN EVALUATION OF COMPETITIVE ADVANTAGES OF REGIONAL AGROSYSTEMS ECONOMIC AND STATISTICAL METHODS IN EVALUATION OF COMPETITIVE ADVANTAGES OF REGIONAL AGROSYSTEMS Galna Poshekhonov, Olga Belova Abstract The artcle consders the possblty of usng economc and statstcal methods

More information

1. A conceptual approach of customer lifetime value and customer equity

1. A conceptual approach of customer lifetime value and customer equity THE MEASUREMENT OF CUSTOMER LIFETIME VALUE AND CUSTOMER EQUITY Auhor: Balan Carmen Balan Insttuton: Academy of Economc Studes of Bucharest, Faculty of Marketng, Department of Marketng,. Address: Pata Romana

More information

Study on Productive Process Model Basic Oxygen Furnace Steelmaking Based on RBF Neural Network

Study on Productive Process Model Basic Oxygen Furnace Steelmaking Based on RBF Neural Network IJCSI Internatonal Journal of Computer Scence Issues, Vol., Issue 3, No 2, May 24 ISSN (Prnt): 694-84 ISSN (Onlne): 694-784 www.ijcsi.org 7 Study on Productve Process Model Basc Oxygen Furnace Steelmakng

More information

MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE. Dileep R. Sule and Anuj A. Davalbhakta Louisiana Tech University

MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE. Dileep R. Sule and Anuj A. Davalbhakta Louisiana Tech University MULTIPLE FACILITY LOCATION ANALYSIS PROBLEM WITH WEIGHTED EUCLIDEAN DISTANCE Dleep R. Sule and Anuj A. Davalbhakta Lousana Tech Unversty ABSTRACT Ths paper presents a new graphcal technque for cluster

More information

Cost and Benefit Analysis for E-Service Applications

Cost and Benefit Analysis for E-Service Applications Cost and Beneft Analyss for E-Servce Applcatons Je Lu and Guangquan Zhang Faculty of Informaton Technology Unversty of Technology, Sydney POBox 123, Broadway, NSW 2007, Australa {jelu, zhangg}@t.uts.edu.au

More information

Competing Value Networks, Incomplete Contracts and IT

Competing Value Networks, Incomplete Contracts and IT Proceedngs of the 8th Hawa Internatonal Conference on System Scences - 5 Competng Value etworks, Incomplete Contracts and IT Evangelos Katsamakas Graduate School of Busness, Fordham Unversty, Y katsamakas@fordham.edu

More information

Risk Assessment Using AHP in South Indian Construction Companies: A Case Study

Risk Assessment Using AHP in South Indian Construction Companies: A Case Study Internatonal Journal of Engneerng, Management & Scences (IJEMS) ISSN-2348 3733, Volume-2, Issue-5, May 2015 Rsk Assessment Usng AHP n South Indan Constructon Companes: A Case Study Parvathy.P, ShvaprasadH.C,

More information

Application of a PCA based water quality classification method in water. quality assessment in the Tongjiyan Irrigation Area, China

Application of a PCA based water quality classification method in water. quality assessment in the Tongjiyan Irrigation Area, China Internatonal Conference on Energy and Envronmental Protecton (ICEEP 06) Applcaton of a PCA based water qualty classfcaton method n water qualty assessment n the Tongyan Irrgaton Area, Chna ue-feng Tao,

More information

Application of Ant colony Algorithm in Cloud Resource Scheduling Based on Three Constraint Conditions

Application of Ant colony Algorithm in Cloud Resource Scheduling Based on Three Constraint Conditions , pp.215-219 http://dx.do.org/10.14257/astl.2016.123.40 Applcaton of Ant colony Algorthm n Cloud Resource Schedulng Based on Three Constrant Condtons Yang Zhaofeng, Fan Awan Computer School, Pngdngshan

More information

Ranking Green Producers of Livestock and Poultry Feed by Using a Hybrid Fuzzy MADM Method

Ranking Green Producers of Livestock and Poultry Feed by Using a Hybrid Fuzzy MADM Method Unversal Journal of Engneerng Scence 3(4): 64-78, 25 DOI:.389/ues.25.342 http://www.hrpub.org Rankng Green Producers of Lvestock and Poultry Feed by Usng a Hybrd Fuzzy MADM Method Mehd Alnaghan,*, Mehrdad

More information

Reliability Based Planning Methodology for Feeder Automation

Reliability Based Planning Methodology for Feeder Automation Relablty Based Plannng Methodology for Feeder Automaton TB Mavuso, A Wessels, JHC Pretorus, Faculty of Engneerng and the Bult Envronment Unversty of Johannesburg Johannesburg, South Afrca jhcpretorus@uj.ac.za

More information

A Hybrid Approach for Web Service Selection

A Hybrid Approach for Web Service Selection Computatonal Engneerng Research / ISSN: 2250 005 Hybrd pproach for Web Servce Selecton Motaba Khezran 1, Wan M. N. Wan Kadr 2, Suham Ibrahm, and laeddn Kalantar 4 1,2 Faculty of Computer Scence and Informaton

More information

Port Customer Credit Risk Prediction Based on Internal and External Information Fusion

Port Customer Credit Risk Prediction Based on Internal and External Information Fusion Send Orders for Reprnts to reprnts@benthamscence.ae The Open Cybernetcs & Systemcs Journal, 2015, 9, 1323-1328 1323 Open Access Port Customer Credt Rsk Predcton Based on Internal and External Informaton

More information

LABOUR PRODUCTIVITY AND TECHNOLOGICAL INTENSITIES OF SMALL AND MEDIUM ENTERPRISES IN MANUFACTURING

LABOUR PRODUCTIVITY AND TECHNOLOGICAL INTENSITIES OF SMALL AND MEDIUM ENTERPRISES IN MANUFACTURING LABOUR PRODUCTIVITY AND TECHNOLOGICAL INTENSITIES OF SMALL AND MEDIUM ENTERPRISES IN MANUFACTURING Tomáš Volek Martna Novotná Abstract Technologcal ntensty s a crtcal determnant of enterprses labour productvty

More information

POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET. Vojtěch SPÁČIL

POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET. Vojtěch SPÁČIL POTENTIAL CUSTOMER TYPOLOGY FOR ENTRANCE ON POWDERY PAINTING MARKET Vojtěch SPÁČIL Eonomcá faulta, VŠB-TU, Soolsá třída 33, 701 21 Ostrava, Česá republa, vojtech.spacl@vsb.cz Abstract The contrbuton s

More information

R. Duane Ireland. ompetitiveness and Globalization. Concepts only. SOUTH-WESTERN CENGAGE Learning-

R. Duane Ireland. ompetitiveness and Globalization. Concepts only. SOUTH-WESTERN CENGAGE Learning- I Concepts only ompettveness and Globalzaton R. Duane Ireland SOUTH-WESTERN CENGAGE Learnng- Brazl Japan Korea Mexco Sngapore Span Unted Kngdom - Preface xx About the authors xxv Acknowledgements xxx Walk

More information

Self Selection and Information Role of Online Product Reviews

Self Selection and Information Role of Online Product Reviews Self Selecton and Informaton Role of Onlne Product Revews Xnxn L Lorn M. Htt The Wharton School, Unversty of Pennsylvana Introducton Word of mouth has long been recognzed as a major drver of product sales.

More information

Numerical Analysis about Urban Climate Change by Urbanization in Shanghai

Numerical Analysis about Urban Climate Change by Urbanization in Shanghai Numercal Analyss about Urban Clmate Change by Urbanzaton n Shangha Hafeng L 1, Wejun Gao 2 and Tosho Ojma 3 1 Research Assocate, School of Scence and Engneerng, Waseda Unversty, Japan 2 Assocate Professor,

More information

GREEN PEAS. in the Columbia Basin

GREEN PEAS. in the Columbia Basin FOR FURTHER NFORMATON CONTACT GRANT- ADAMS AREA EXTENSON SERVCE EPHRATA, WASHrlGTON EM 2949 JUNE 1968 COST: a RETURNS GREEN PEAS n the Columba Basn COOPERATVE EXTENSON SERVCE COLLEGE OF AGRCULTURE WASHNGTON

More information

Qualification Evaluation in Virtual Organizations Based on Fuzzy Analytic Hierarchy Process

Qualification Evaluation in Virtual Organizations Based on Fuzzy Analytic Hierarchy Process Qualfcaton Evaluaton n Vrtual Organzatons Based on Fuzzy Analytc Herarchy Process Fan Zhang, Junwe Cao,*, Lanchen Lu, and Cheng Wu, Natonal CIMS Engneerng and Research Center, Department of Automaton,

More information

Rantai Pasok Global The Challenges of Tomorrow

Rantai Pasok Global The Challenges of Tomorrow KPAII WORKSHOP, 11 DESEMBER 2017 Ranta Pasok Global The Challenges of Tomorrow DRADJAD IRIANTO Manufacturng Systems Research Group ITB 2 OUTLINE PENDAHULUAN INDUSTRIAL REVOLUTION 2.0 3.0 3.0 4.0 COLLABORATIVE

More information

Available online at ScienceDirect. Procedia Engineering 134 (2016 )

Available online at   ScienceDirect. Procedia Engineering 134 (2016 ) Avalable onlne at www.scencedrect.com ScenceDrect Proceda Engneerng 34 (206 ) 377 385 9th Internatonal Scentfc Conference Transbaltca 205 Suppler Evaluaton Methodology n the Logstcs Company Lena Černá*,

More information