Symposium Inuurl Lctur o Hjo Rijrs, VU, 26-6-2015 Chn Your History How Cn Soccr Knowl Improv Your Businss Procsss? Wil vn r Alst TU/ n DSC/
1970 born Oostrbk 1988-1992 CS TU/ 1992-1994 TS TU/ 1994-1996 NLR 1996-1997 Accntur 1997-2001 Bkknist 1997-2002 PhD TU/ 2002-2012 UD+ TU/ 2012- HGL TU/ 2012- Prcptiv 2014- HGL VU
Prormin oprtionl procsss is lik plyin soccr Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
control-low Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
rsourcs Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
procss mnmnt Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Chrls Rp Win commnr Crt th irst comprhnsiv nottionl nlysis systm or soccr on 18 Mrch 1950 Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Skill n Chnc in Assocition Footbll, C. Rp n B. Bnjmin Journl o th Royl Sttisticl Socity. Vol. 131, No. 4 (1968), pp. 581-585 Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wv by Inostr Sports & TU/ (Mrijn Grootjns) Spin-Nthrlns (Worl Cup 2014) Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
SAP s Mtch Insihts (bs on HANA 5000 t points pr scon) Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Ar w nlyzin our mtchs proprly in BPM? Discovr m, nlyz m,
Strtin point or procss minin: Evnt t stunt nm cours nm xm t mrk Ptr Jons Businss Inormtion systms 16-1-2014 8 Sny Scott Businss Inormtion systms 16-1-2014 5 Brit Whit Businss Inormtion systms 16-1-2014 9 John Anrson Businss Inormtion systms 16-1-2014 8 Sny Scott BPM Systms 17-1-2014 7 Brit Whit BPM Systms 17-1-2014 8 Sny Scott Procss Minin 20-1-2014 5 Brit Whit Procss Minin 20-1-2014 9 John Anrson Procss Minin 20-1-2014 8 cs i ctivity nm timstmp othr t Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) vry row is n vnt (hr: n xm ttmpt)
Anothr vnt lo: ptint trtmnt ptint ctivity timstmp octor cost 5781 mk X-ry 23-1-2014@10.30 Dr. Jons 45 70.00 5541 bloo tst 23-1-2014@10.18 Dr. Scott 61 40.00 5833 bloo tst 23-1-2014@10.27 Dr. Scott 24 40.00 5781 bloo tst 23-1-2014@10.49 Dr. Scott 45 40.00 5781 CT scn 23-1-2014@11.10 Dr. Fox 45 1200.00 5833 surry 23-1-2014@12.34 Dr. Scott 24 2300.00 5781 hnl pymnt 23-1-2014@12.41 Crol Hop 45 0.00 5541 rition thrpy 23-1-2014@13.57 Dr. Jons 61 140.00 5541 rition thrpy 23-1-2014@13.08 Dr. Jons 61 140.00 cs i ctivity nm timstmp rsourc othr t Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Anothr vnt lo: orr hnlin orr numbr Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) ctivity timstmp usr prouct quntity 9901 ristr orr 22-1-2014@09.15 Sr Jons iphon5s 1 9902 ristr orr 22-1-2014@09.18 Sr Jons iphon5s 2 9903 ristr orr 22-1-2014@09.27 Sr Jons iphon4s 1 9901 chck stock 22-1-2014@09.49 Pt Scott iphon5s 1 9901 ship orr 22-1-2014@10.11 Su Fox iphon5s 1 9903 chck stock 22-1-2014@10.34 Pt Scott iphon4s 1 9901 hnl pymnt 22-1-2014@10.41 Crol Hop iphon5s 1 9902 chck stock 22-1-2014@10.57 Pt Scott iphon5s 2 9902 cncl orr 22-1-2014@11.08 Crol Hop iphon5s 2 cs i ctivity nm timstmp rsourc othr t
Simpliyin vnt los whn ocusin on control-low orr numbr Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) ctivity timstmp usr prouct quntity 9901 ristr orr 22-1-2014@09.15 Sr Jons iphon5s 1 9902 ristr orr 22-1-2014@09.18 Sr Jons iphon5s 2 9903 ristr orr 22-1-2014@09.27 Sr Jons iphon4s 1 9901 chck stock 22-1-2014@09.49 Pt Scott iphon5s 1 9901 ship orr 22-1-2014@10.11 Su Fox iphon5s 1 9903 chck stock 22-1-2014@10.34 Pt Scott iphon4s 1 9901 hnl pymnt 22-1-2014@10.41 Crol Hop iphon5s 1 9902 chck stock 22-1-2014@10.57 Pt Scott iphon5s 2 9902 cncl orr 22-1-2014@11.08 Crol Hop iphon5s 2 [ ristr_orr, chck_stock,ship_orr,hnl_pymnt, ristr_orr, chck_stock,cncl_orr, ristr_orr, chck_stock, ]
Simpl vnt lo An vnt lo is multist o trcs (sm trc my ppr multipl tims). A trc is squnc o ctivity nms (w bstrct rom ll othr ttributs, but vnts r orr). Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
inuctiv minin
Split vnt los bs on ctivity lbls b c b c b c b c Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Split {,b,c,,,,,h} into {,b,c,} n {,,} usin squnc composition b c b c b c b c Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Rsult b c b c b c b c b c b c b c b c sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Split {,b,c,} into {} n {b,c,} usin squnc composition b c b c b c b c sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Rsult sq b c b c b c b c sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Split {,,} into {} n {,} usin squnc composition sq b c b c b c b c sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Rsult sq b c b c b c b c sq sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Split {,} into {} n {} usin XOR composition sq b c b c b c b c sq sq Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Rsult sq b c b c b c b c sq sq xor Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Split {b,c,} into {b,c} n {} usin AND composition sq b c b c b c b c sq sq xor Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) Rsult sq sq sq xor b c b c b c b c pr
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) Split {b,c} into {b} n {c} usin XOR composition sq sq sq xor b c b c b c b c pr
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) Rsult sq sq sq pr b b b b c c c c xor no urthr composition is possibl
Procss tr b b c xor b c b c b c b c b c b c sq sq sq b c b c pr c strt b b c n xor strt c n Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Do w n mol? Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
How to o thins bttr? Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Chn you history: Hih-lvl viw Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Approch (joint work with Kith Low, Mo Wynn, Arthur tr Host, Jochn D Wrt, t l.) - W.Z. Low, J. D Wrt, M.T. Wynn, A.H.M. tr Host, W.M.P vn r Alst, n S. vnn Brouck. Cost-inorm lo nlysis. In 2014 IEEE Conrss on Evolutionry Computtion Procins, 2014. - W. Z. Low, W. M. P. vn r Alst, A. H. M. tr Host, M. T. Wynn, J. D Wrt. Chn Visuliztions: Anlyzin th Rsourc n Timin Dirncs btwn Two Evnt Los 2015. Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
How shoul work b mov mon rsourcs? Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wht shoul b chn? Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Erlir or ltr? Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Wht shoul Spin hv on? Not tht most oprtionl procsss r much mor prictbl thn soccr! Wil vn r Alst & TU/ (us only with prmission & cknowlmnts)
Conclusion
Wil vn r Alst & TU/ (us only with prmission & cknowlmnts) S_BCAE 2II05 Coll 6 2II05 (2010-2011) 3/20/2012 3/20/2012 559 9 3/20/2012 3/20/2012 1 S_BCAE Tchnisch Inormtic 2II05 Brijsinormtisystmn S_BCAE 2II05 Coll 6 2II05 (2010-2011) 3/20/2012 3/20/2012 559 9 3/20/2012 3/20/2012 2 S_BCAE Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 1 2II05 (2010-2011) 1/31/2011 1/31/2011 1001 14 1/31/2011 1/31/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 1b 2II05 (2010-2011) 1/31/2011 1/31/2011 723 21 1/31/2011 1/31/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 2 2II05 (2010-2011) 2/14/2011 2/14/2011 1385 14 2/14/2011 2/14/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 2b 2II05 (2010-2011) 2/14/2011 2/14/2011 2151 33 2/14/2011 2/14/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 3 2II05 (2010-2011) 2/14/2011 2/14/2011 971 4 2/14/2011 2/14/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 3b 2II05 (2010-2011) 3/2/2011 3/2/2011 43 2 3/2/2011 3/2/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 4 2II05 (2010-2011) 3/2/2011 3/2/2011 1579 71 3/2/2011 3/2/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 4b 2II05 (2010-2011) 3/2/2011 3/2/2011 1129 20 3/2/2011 3/2/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 5 2II05 (2010-2011) 3/2/2011 3/2/2011 60 1 3/2/2011 3/2/2011 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_15 2II05 (2008-2009) 8/25/2010 8/25/2010 103 1 8/25/2010 8/25/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_17 2II05 (2008-2009) 8/26/2010 8/26/2010 50 2 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_18 2II05 (2008-2009) 8/26/2010 8/26/2010 293 3 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_19 2II05 (2008-2009) 8/26/2010 8/26/2010 5 1 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_20 2II05 (2008-2009) 8/26/2010 8/26/2010 24 1 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_21 2II05 (2008-2009) 8/26/2010 8/26/2010 459 10 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_22 2II05 (2008-2009) 8/26/2010 8/26/2010 123 10 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_23 2II05 (2008-2009) 8/25/2010 8/25/2010 1253 3 8/25/2010 8/25/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_23 2II05 (2008-2009) 8/26/2010 8/26/2010 21 1 8/26/2010 8/26/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05_24 2II05 (2008-2009) 8/25/2010 8/25/2010 1166 1 8/25/2010 8/25/2010 3 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 1 2II05 (2010-2011) 1/31/2011 1/31/2011 1001 14 1/31/2011 1/31/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 1b 2II05 (2010-2011) 1/31/2011 1/31/2011 723 21 1/31/2011 1/31/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 2 2II05 (2010-2011) 2/14/2011 2/14/2011 1385 14 2/14/2011 2/14/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 2b 2II05 (2010-2011) 2/14/2011 2/14/2011 2151 33 2/14/2011 2/14/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 3 2II05 (2010-2011) 2/14/2011 2/14/2011 971 4 2/14/2011 2/14/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 3b 2II05 (2010-2011) 3/2/2011 3/2/2011 43 2 3/2/2011 3/2/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 4 2II05 (2010-2011) 3/2/2011 3/2/2011 1579 71 3/2/2011 3/2/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn S_E4B0 2II05 Coll 4b 2II05 (2010-2011) 3/2/2011 3/2/2011 1129 20 3/2/2011 3/2/2011 4 S_E4B0 Tchnisch Inormtic 2II05 Brijsinormtisystmn Goo cochs nlyz vry mtch ply: To lrn n to improv
procss minin t scinc procss scinc
soccr businss procsss
pst prsnt
Hjo Rijrs