CasesCases

x(a) = (x1, x2, x3)X1, X2, X3

X1

X3

X2a x1

x2

x3

ii

ii klogxv,xkxv

Consequence space

An alternative

TheoryTheory

eLearning DECISIONDECISIONMAKINGMAKINGHelsinki University of Technology

Systems Analysis Laboratory

MULTIPLE CRITERIA DECISION ANALYSIS eLEARNING SITEwww.mcda.hut.fi

Project director prof. Raimo P. Hämäläinen

eLearning material and modules consisting of theory sections, interactive computer analysis, online quizzes, assignments, animations and video clips.

Independent eLearning by students. Instructors can create their own modules based on the material.Our Decisionarium software Web-HIPRE, PRIME Decisions, and Opinions-Online.vote is used with the help of video clips. Academic non-profit use is free when acknowledging the original source.

Funded by the European Commission, IST Programme

Client Web browser

OnlineOR-World server

Learning material

Evaluations:Opinions Online

HUT SAL serverSoftware:

Web-HIRPEPrime Decisions

Joint GainsOpinions Online

(voting version)

Self Assessment & Grading

Quiz StarQ&A Tool set

System architectureSystem architecture

Theory• HTML pages

• motivation, detailed instructions, 2 to 4 hour sessions

Case• slide shows• video clips

Assignments• online quizzes• software tasks

• report templates

Evaluation • Opinions Online

Web software• Web-HIPRE

• video clips

AssignmentsTheory VideosCases QuizzesLearning

Paths EvaluationIntroduction to Value Tree Analysis

Module 3

Module 2

AssignmentsAssignments• Theory quizzes• On line modelling• Individual and group reports

• Value Tree Analysis• Group Decisions and Voting• Negotiation Analysis• Uncertainty & Risk

Web tools allow global access and distributed interactive participation in e-democracy.

Decision modelling and support important in e-commerce,managerial andenvironmental policy analysis

www.decisionarium.hut.fi www.or-world.com

Student evaluationStudent evaluation

Interactive results on the webwww.opinions-online.com

• Enjoyed the session• Little difficulties• No gender differences

• Job selection

fdlgdflkgjdflgk jdlfkgj lkfjg kslkdjglkfjglfgjldfgjldfjgldjg

ldfjglkdflglkdjdgjlk jdlkgj

reotiuoert dfgdf dfg fg fgdeteroituertfg fgdg fgryko

ertuertiueryituyertret

Complex, confusing decision problems with multiple objectives have been made since the start of the civilisation. The history of the decision analysis is not that long, however. In 1730s Daniel Bernoulli (1738) first used the concept of utility when explaining the evaluation of a particular uncertain gable known as St Petersburg paradox....

ljflkj

sdlkfjlsd

dksjflkj

sdflksdjf

ljflkj

sdlkfjlsd

dksjflkj

sdflksdjf

Structure ContentsInstructions

Visual representationLMMLLOM

XSL

HTMLPDF

XML

.

Representation in XML

Learning modulesLearning modules

• Family selecting a car

www.dm.hut.fi