Token-Based Replay: Some Examples

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1 Pross Mining: Dt Sin in Ation Tokn-Bs Rly: Som Exmls rof.r.ir. Wil vn r Alst Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

2 Conformn hking mols nlyzs (ross) mol suorts/ ontrols worl usinss rosss softwr ol mhins systm 1. Conformn hking omonnts orgniztions sifis onfigurs imlmnts nlyzs isovry onformn nhnmnt rors vnts,.g., mssgs, trnstions, t. vnt logs using usl footrints. 2. Conformn hking s on tokn-s rly. 3. Alignmnt-s onformn hking. Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

3 Lst ltur: Tokn-s rly # tr 455 h 191 g 177 h 144 h 111 g 82 g missing tokns? N 1 strt rgistr rqust rmining xmin thoroughly 1 3 tokns xmin 2 sully hk tikt 4 i f 5 rinitit rqust g y omnstion h rjt rqust n 56 h 47 fh 38 g 33 fh 14 fg N 2 strt rgistr rqust 1 xmin thoroughly xmin sully 2 hk tikt f rinitit rqust 3 i y omnstion 4 g h rjt rqust n 11 fg 9 fh 8 fh 5 fg 3 ffg onsum tokns N 3 strt rgistr rqust 1 xmin 3 rou sully i 5 tokns 2 hk tikt 4 h rjt rqust n 2 fg 2 ffg 1 ffh 1 ffg 1 fffg N 4 strt rgistr rqust xmin sully xmin thoroughly i 1 f hk tikt rinitit rqust y omnstion rjt rqust g h n 1391 Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

4 Qustion (my tk som tim) Comut fitnss using missing n rmining tokns tr frquny strt n 2 4 Consir th vnt log ontining 35 ss. Wht is th fitnss? Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

5 Lt us ik on tr: tr frquny strt Wil vn r Alst & TU/ (us only with rmission & knowlgmnts) r 1 2 m 3 4 n = 5 = 5 m = 1 r = 1

6 Fitnss = tr frquny rou tokns () rmining tokns (r) onsum tokns () missing tokns (m) rou tokns (ll) rmining tokns (ll) onsum tokns (ll) missing tokns (ll) strt 1 3 n sum sum r sum sum m 2 4 fitnss Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

7 ProM 5.2 outut (ProM 6 only suorts mor vn onformn hking thniqus) 30 of 35 ss r fitting (85%) fitnss of totl of 7=2+4+1 rmining tokns totl of 7=1+2+4 missing tokns Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

8 Qustion Comut fitnss using missing n rmining tokns tr frquny strt n 2 4 Consir th vnt log ontining just on s: L = [ ]. Wht is th fitnss (using tokn-s rly)? Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

9 Answr otin y rlying r strt m m 1 = 3 = 3 2 m = 3 r = 3 fitnss = 0! 3 4 r r m n Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

10 Anothr xml tr frquny Consir th vnt log ontining 33 ss. Wht is th fitnss? Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

11 Fitnss = tr frquny rou tokns () rmining tokns (r) onsum tokns () missing tokns (m) rou tokns (ll) rmining tokns (ll) onsum tokns (ll) missing tokns (ll) r m sum sum r sum sum m fitnss Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

12 ProM 5.2 ignostis fitnss of totl of 17= rmining tokns Wil vn r Alst & TU/ (us only with rmission & knowlgmnts) totl of 17= missing tokns

13 Anothr xml tr frquny f 10 f 10 1 Consir th vnt log ontining 20 ss. Wht is th fitnss? 3 f strt 5 n 2 4 Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

14 Fitnss = 0.8 tr frquny rou tokns () rmining tokns (r) onsum tokns () missing tokns (m) rou tokns (ll) rmining tokns (ll) onsum tokns (ll) missing tokns (ll) f f sum sum r sum sum m f fitnss 0.8 strt 5 n 2 4 Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

15 ProM 5.2 ignostis fitnss of 0.8 totl of 40= rmining tokns Wil vn r Alst & TU/ (us only with rmission & knowlgmnts) totl of 40= missing tokns

16 Limittions Bsi rly roh ssums visil & uniquly ll trnsitions. ProM imlmnttion uss huristis to l with silnt trnsitions n multil trnsitions hving th sm ll. Conformn vlus somtims too otimisti u to "tokn flooing". Lol ision mking my l to misling rsults. Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

17 Lol ision mking is not nough,1,2,1,2,3 m 1 r = 8 = 8 m = 1 r = 1 f = Rly thniqu os not rovi orrsoning th through th mol (vitl for onformn/rformn nlysis n othr ignostis). W woul lik to s th "losst th", i..,,1,2,1,2, Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

18 Nxt: lignmnts,1,2,1,2,3 Wil vn r Alst & TU/ (us only with rmission & knowlgmnts) to row orrsons to tr in vnt log ottom row orrsons to th in mol m 1 r mov in log only 2 1 1» » "no mov" mov in mol only 2 2 "no mov" synhronous mov (mov in oth) 3 3

19 Alignmnts rovi ttr ignostis,1,2,1,2,3 m 1 r ???» ws rl y» Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

20 Prt I: Prliminris Prt III: Byon Pross Disovry Chtr 1 Introution Chtr 2 Pross Moling n Anlysis Chtr 3 Dt Mining Chtr 7 Conformn Chking Chtr 8 Mining Aitionl Prstivs Chtr 9 Ortionl Suort Prt II: From Evnt Logs to Pross Mols Chtr 4 Gtting th Dt Chtr 5 Pross Disovry: An Introution Chtr 6 Avn Pross Disovry Thniqus Prt IV: Putting Pross Mining to Work Chtr 10 Tool Suort Chtr 11 Anlyzing Lsgn Prosss Chtr 12 Anlyzing Sghtti Prosss Prt V: Rfltion Chtr 13 Crtogrhy n Nvigtion Chtr 14 Eilogu Wil vn r Alst & TU/ (us only with rmission & knowlgmnts) Wil vn r Alst & TU/ (us only with rmission & knowlgmnts)

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