Yazılım Geliştirme ve Test Döngüsü Üzerinde Süreç - CEUR

Yazılım Geliştirme ve Test Döngüsü Üzerinde Süreç - CEUR

<D]ÕOÕP*HOLúWLUPHYe Test Döngüsü Üzerinde Süreç
0DGHQFLOL÷L<DNODúÕPÕ
Rabia Saylam1* ve Ozgur Koray Sahingoz2
1
%LOJLVD\DU0KHQGLVOL÷i Bölümü, Hava Harp Okulu, Istanbul, Türkiye
[email protected]
2
%LOJLVD\DU0KHQGLVOL÷L%|OP+DYD+DUS2NXOX, Istanbul, Türkiye
[email protected]
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leme (Business Process Modelling-%30 DQDOL]OHULQL JHOLúWLUPH\L KHGHIOH\HQ
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biçimde, saklanan verinin analizi için yenilikçi bir analiz yolu getiren ve olay günlükleri ile karar vericilere büyük rHVPL VXQDUDN Lú VUHoOHULQL L\LOHúWLUPH\L DPDoOD\DQ
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Kaynak Planlama sistemleri, iQVDQODU YH LúOHPOHUL NDSVD\DQ WP LúOHPOHUL ND\GHWWL
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649
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test sürecinde en çok zaman harcanan süreç RUWD\DoÕNPDNWDGÕU
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oÕNDUÕOPDNWDGÕU $PDo Lo GHQHWoLOHULQ mevcut denetim tekniklerini kullanarak tespit
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YH\DJ|UHYoHNIDUNODUÕJLELLOJLQoGurumlar tespit edilmektedir.
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VUHoNHúLIWHNQLNOHULLOHVSDJHWWLPRGHOJLELPRGHOOHQPLúWLU%XJHUoHNoR÷XQOXNOD
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PDNWDGÕU %X QHGHQOH PRGHO EDVLWOHúWLUPH WHNQLNOHUL EX oDOÕúPDGD VXQXOPDNWDGÕU
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3
6UHo0DGHQFLOL÷LYH*HOLúWLULOHQ8\JXODPD
3.1
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|QFELOJLOHUROPDGDQROD\ORJODUÕQGDQPRGHOROXúXPXLOHLOJLOHQHQ .HúLI; var olan
VUHoOHU LOH ORJODUGDQ NHúIHGLOPLú VUHoOHULQ NDUúÕODúWÕUÕOPDVÕ YH X\XPOXOXN YHYH\D
VDSPDODUÕWHspit edilmesini amaçlayan 8\XP.RQWURO7HNQL÷L; ve son olarak önce-
651
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meyi amaçlayan *HOLúWLUPH¶dir [10].
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IRUPODUÕQDD\UÕELUDUDoRODUDNHNOHQWLRODELOHQELUoRNDOJRULWPDYDUGÕUYH3UR0WP
madencilik özelliklerini tek bir sistemde kapsayan en büyük platform olarak kabul
HGLOLU )DUNOÕ DOJRULWPDODU VUHoOHUL NHúIHWPH VRV\DO D÷ DQDOL]L \D GD Lú NXUDOODUÕQÕ
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DISCO, Fluxicon [11] WDUDIÕQGDQ WDPDPHQ VUHo PDGHQFLOL÷L LoLQ KD]ÕUODQPÕú ELU
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ler, filtreleme, veri girdi-oÕNWÕVÕYHSURMH\|QHWLPLJLELDPDoODULoLQNXOODQÕOPDNWDGÕU
3.2
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Uygulama 6$39HULLúOHPHGH6LVWHPOHU8\JXODPDODUYHhUQOHUNXOODQDQELUNuruOXúWD <D]ÕOÕP *HOLúWLUPH YH 7HVW G|QJV VUHFL ROD\ JQONOHULQLQ D\ÕNODQDUDN \D
SÕOPÕúWÕU [12]. 30.000’in üzerinde personeli olan, Mali Muhasebe (FI), Malzeme YöQHWLPL00.DOLWH<|QHWLPL403URMH6LVWHPOHUL36YHøQVDQ.D\QDNODUÕø.
modülleriQGH \D]ÕOÕP JHOLúWLUPH YH EDNÕP VRUXPOXOX÷X RODQ \D]ÕOÕP NXUXPXQGDNL
¶LQ]HULQGH\D]ÕOÕPJHOLúWLUPHVUHFLGXUXPXNHúIHGLOPHNWHGLU
<D]ÕOÕP GH÷LúLNOLN LVWH÷L GXUXPXQGD LKWL\Do WDQÕPODPDVÕQGDQ VRQUD LON RODUDN GH÷L
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mesaj iletimi “Message Processor´DODQÕQDKHGHINLúLQLQ,'¶VLQLQHNOHQPHVLLOHJHU
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PHVDMELUGXUXPDNDUúÕOÕNJHOLUYH³NLúL”, “durum” ve “zaman´GH÷LúNHQOHULQHVDKLSWLU
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lemlenmektedir.
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Yeni
2739
Analiz
508
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Referanslar
1. Weber, P.; Bordbar, B.; Tino, P., "A Framework for the Analysis of Process
Mining
Algorithms," IEEE Transactions on Systems, Man, and Cybernetics: Systems, , vol.43,
no.2, pp.303,317, March 2013.
2. IEEE Task Force on Process Mining, 3URFHVV0LQLQJ0DQLIHVWR6UHo0DGHQFLOL÷L0DQL
festosu-7UNoH\HoHYLUHQ$\OLQùDKLQLQ%30:RUNVKRSVYROXPHRI/HFWXUH1RWHV
in Business Information Processing. SpringerVerlag, Berlin, 2011, 169–194.
3. Casati F, Dayal U, Sayal M, Shan MC, “Business Process Intelligence”, Software Technology
Laboratory,
HP
Laboratories
Palo
Alto,
adres:
http://www.hpl.hp.com/techreports/2002/HPL-2002-119.html
4. Sinha A, Paradkar A, “Use Cases to Process Specifications in Business Process Modeling
Notation”,2010 International Conference on Web Services.
5. Wil M.P. van der Aalst, “Process Mining: Discovery, Conformance and Enhancement of
Business Processes”, 2010 by Springer.
6. A. Rozinat, I.S.M. de Jong, C.W. G¨unther, and W.M.P. van der Aalst, “Process Mining
Applied to the Test Process of Wafer Steppers in ASML”, IEEE Transactions On Systems,
Man, And Cybernetics—Part C: Applications and Reviews, 2009
657
7. R. S. Mans, M. H. Schonenberg, M. Song, W. M. P. van der Aalst, P. J. M. Bakker, “Application of Process Mining in Healthcare – A Case Study in a Dutch Hospital”, Biomedical
Engineering Systems and Technologies Communications in Computer and Information
Science Volume 25, 2009, pp 425-438, Springer Berlin Heidelberg.
8. Jans M., Alles M. and Vasarhelyi M, “Process Mining of Event Logs in Internal Auditing:
A Case Study”, 2nd International Symposium on Accounting Information Systems, Rome,
2011.
9. W.M.P. van der Aalst and C.W. G¨unther, “Finding Structure in Unstructured Processes:
The Case for Process Mining”, Proceedings of the Seventh International Conference on
Application of Concurrency to System Design. p. 3–12, IEEE, 2007.
10. Saylam R., Sahingoz O.K., “Process mining in business process management: Concepts
and challenges”, International Conference on Electronics, Computer and Computation
(ICECCO), IEEE, 2013.
11. Process Mining and Process Analysis - Fluxicon
Adres:
http://www.fluxicon.com/ (ULúLP7DULKL
12. Saylam R., Sahingoz O.K., “A Process Mining Approach in Software Development and
Testing Process”, World Congress on Engineering, WCE 2014, Accepted.
13. Process Mining and Automated Process Discovery Software for Professionals - Fluxicon
Disco. Adres: http://fluxicon.com/disco/ (ULúLP7DULKL
658