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Aspect Mining in Business Process Management

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Automatic discovery of process models from event logs is an important and promising area in Business Process Management. Process models document how business processes should be performed, so they capture different concerns related to business processes. Some of these concerns are not limited to one process model, and they are repeated in many others as well, called cross-cutting concerns. Although many works have been done to enable discovering different process models, there is no investigation about how models with cross-cutting concerns can be discovered from even logs. Therefore, this work proposes an approach to enable discovering these models from event logs. The investigation is performed based on a case-study from the banking domain. The result shows how these concerns hinder existing process discovery techniques, and how the proposed approach can solve the problem.
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BIR 2014 Lund, Sweden Amin Jalali 24/09/2014 1 Department of Computer and Systems Sciences, Stockholm University, Sweden
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Page 1: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Amin Jalali

24/09/2014 1

Department of Computer and Systems Sciences, Stockholm University, Sweden

Page 2: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Process Mining

23/09/2014 2

”World”, business processes, people,

machines, components, organizations

Software Systems

Supports/Controls

Event Logs

Event Logs

records events,e.g. messages,transactions,etc.

(Process) Models

(Process) Models

discover

conformance

enhancement

models analysis

SpecifiesConfigure

implementsanalysis

Page 3: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Cross-cutting concerns

23/09/2014 3

Transfer to Own account in the bank

Transfer to Own account in the bank

Issue a bank draft

Traceability

Auditing

Deal for speculation

Transfer Money

Logging

Change asset deal

Security

Cross-cutting concerns

Core-

ConcernsT

ran

sfe

r M

on

ey

Pro

cess

Fill form Sign

Transaction

Transfer

money

Archive

Information

Notify

Customer

Detect

fraud

CRM

Cust

omer

Aut

omat

ic

else

else

Page 4: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Case Study

23/09/2014 4

Provide Swift Draft

Sign

Control

Control Archive

ArchiveRegister Voucher

Archive Voucher

Send Swift

Confirm

Fill position Sheet

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ange

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et D

eal

Swif

t D

ep. E

mp

.G

.M.

Dea

ling

Dep

.D

eale

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hie

fB

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l.

Off

ice

Emp

.

Fill DealSlip

Make a Deal

ReceiveMT300

Archive

Control

Sign

Sign

Sign

Sign

Page 5: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

What to mine?

23/09/2014 5

Page 6: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

What to mine?

23/09/2014 6

Page 7: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

How to mine?

23/09/2014 7

MD|N|E

MD|N|E

Cross-cutting Concerns

Core-Concern MD|N|E

rules

MD|N|E

Cross-cutting Concerns

MD|N|E

rules

MD|N|E

Core-Concern

Page 8: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Cross-Cutting concerns discovery

23/09/2014 8

MD|N|E

Cross-cutting Concerns

Issue a bank draft

Traceability

Au

ditin

g

Deal for speculation

Transfer Money

Loggin

g

Change asset deal

Security

Cross-cutting concerns

Core-

Concerns

Page 9: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Cross-Cutting concerns discovery (2)

23/09/2014 9

Secu

rity

Asp

ect

Sign

Sign

Jun

ior

Dea

ler

Sign

Ch

ief

Dea

ler

Sign

G.M

.

ConfirmG.M

.

Archive

Off

ice

Emp

.

Co

nfi

rm

Control

G.M

.B

ack

Off

ice

Emp

.

Co

ntr

ol

Control Archive

Control Archive

Jun

ior

Dea

ler

MD|N|E

Cross-cutting Concerns

Page 10: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Cross-Cutting concerns elimination

23/09/2014 10

MD|N|E

Cross-cutting Concerns

Page 11: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Business process discovery

23/09/2014 11

MD|N|E

Core-Concern

Page 12: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Relation discovery

23/09/2014 12

MD|N|E

Core-Concern

MD|N|E

Cross-cutting Concerns

MD|N|E

rules

Page 13: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Relation discovery (2)

23/09/2014 13

Provide Swift Draft

Register Voucher

Archive

Send Swift

Fill position Sheet

Ch

ange

Ass

et D

eal

Dea

ling

Dep

.Sw

ift

Dep

. Em

p.

Fill DealSlip

Make a Deal

Sign by Junior Dealer: After

Sign by Chief Dealer: After

ReceiveMT300 Control: After

Confirm: After

Jun

ior

Dea

ler

Bac

k O

ffic

e Em

p.

MD|N|E

rules

Page 14: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Result

23/09/2014 14

Provide Swift Draft

Register Voucher

Archive

Send Swift

Fill position Sheet

Ch

ange

Ass

et D

eal

Dea

ling

Dep

.Sw

ift

Dep

. Em

p.

Fill DealSlip

Make a Deal

Sign by Junior Dealer: After

Sign by Chief Dealer: After

ReceiveMT300 Control: After

Confirm: After

Jun

ior

Dea

ler

Bac

k O

ffic

e Em

p.

Secu

rity

Asp

ect

Sign

Sign

Jun

ior

Dea

ler

Sign

Ch

ief

Dea

ler

Sign

G.M

.

ConfirmG.M

.

Archive

Off

ice

Emp

.

Co

nfi

rmControl

G.M

.B

ack

Off

ice

Emp

.

Co

ntr

ol

Control Archive

Control Archive

Jun

ior

Dea

ler

MD|N|E

Core-Concern

MD|N|E

Cross-cutting Concerns

MD|N|E

rules

Page 15: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Future Works

23/09/2014 15

Page 16: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Related Areas

23/09/2014 16

Run and Adjust(Re)

des

ign

Implement/configure

Data-based analysis

Mod

el-b

ased

ana

lysi

s

Page 17: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Conclusion

23/09/2014 17

MD|N|E

Cross-cutting Concerns

MD|N|E

Core-Concern

MD|N|E

rules

MD|N|E

MD|N|E

Cross-cutting Concerns

Core-Concern MD|N|E

rules

Page 18: Aspect Mining in Business Process Management

BIR 2014 – Lund, Sweden

Questions

11/09/2013 18


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