Research Article

A Hybrid Technique for Order Preference in Decision-Making

Table 6

(a) Average fuzzy judgment values of each HC indicator by expert 1. (b) Average fuzzy judgment values of each HC indicator by expert 2. (c) Average fuzzy judgment values of each HC indicator by expert 3.
(a)

Components Indicators S1

FAC Education (0.35, 0.5, 0.75, 0.85)
Teaching experience (0.3, 0.5, 0.7, 0.8)
Teaching skills (0.25, 0.4, 0.65, 0.75)
Team work skills (0.2, 0.4, 0.6, 0.7)
Confidence level (0.15, 0.25, 0.55, 0.65)
Problem-solving skills (0.3, 0.45, 0.7, 0.8)
Communication skills (0.4, 0.55, 0.8, 0.9)

BEH Personal initiative (0.25, 0.35, 0.65, 0.7)
Continuous learning (0.45, 0.55, 0.75, 0.85)
Conscientiousness (0.4, 0.55, 0.8, 0.85)
Emotional stability (0.5, 0.65, 0.85, 0.95)
Commitment (0.5, 0.65, 0.85, 0.95)
Working with schools (0.5, 0.65, 0.85, 0.95)
Being ethical (0.5, 0.65, 0.85, 0.95)
Performing their best (0.5, 0.65, 0.8, 0.95)
Eagerness to source sharing (0.3, 0.45, 0.7, 0.8)
Employee satisfaction (0.4, 0.55, 0.8, 0.9)

LR Availability of new books (0.3, 0.45, 0.75, 0.8)
Online resources of searching (0.35, 0.5, 0.75, 0.83)

SC Freely expressing the opinions (0.4, 0.5, 0.75, 0.9)
Supporting new ideas (0.35, 0.45, 0.75, 0.9)

KM Creating results (0.45, 0.65, 0.85, 0.95)
Sharing and reporting knowledge (0.4, 0.55, 0.8, 0.9)
Information available (0.5, 0.6, 0.8, 0.9)

PUB Local publications (0.6, 0.7, 0.85, 0.95)
International publications (0.65, 0.75, 0.9, 1)

SOA Students presentation (0.25, 0.4, 0.65, 0.75)
Faculty talks (0.2, 0.3, 0.55, 0.65)
Training programs (0.5, 0.6, 0.8, 0.9)
Succession training programs (0.3, 0.45, 0.75, 0.8)
Career development (0.4, 0.55, 0.8, 0.9)
Job fair (0.2, 0.35, 0.65, 0.7)
Invited speakers seminar (0.4, 0.55, 0.8, 0.9)
Industry interest talks (0.45, 0.6, 0.85, 0.95)

(b)

Components Indicators S2

FAC Education (0.3, 0.45, 0.75, 0.8)
Teaching experience (0.35, 0.45, 0.7, 0.85)
Teaching skills (0.25, 0.45, 0.65, 0.75)
Team work skills (0.25, 0.45, 0.65, 0.75)
Confidence level (0.15, 0.35, 0.55, 0.65)
Problem-solving skills (0.35, 0.55, 0.75, 0.85)
  Communication skills (0.4, 0.6, 0.8, 0.9)

BEH Personal initiative (0.3, 0.45, 0.75, 0.8)
Continuous learning (0.35, 0.55, 0.8, 0.9)
Conscientiousness (0.35, 0.55, 0.8, 0.9)
Emotional stability (0.45, 0.55, 0.85, 0.95)
Commitment (0.48, 0.55, 0.85, 0.95)
Working with schools (0.43, 0.55, 0.85, 0.93)
Being ethical (0.45, 0.55, 0.8, 0.95)
Performing their best (0.4, 0.6, 0.75, 0.85)
Eagerness to source sharing (0.23, 0.35, 0.75, 0.73)
Employee satisfaction (0.3, 0.45, 0.65, 0.75)

LR Availability of new books (0.35, 0.55, 0.75, 0.84)
Online resources of searching (0.35, 0.55, 0.8, 0.88)

SC Freely expressing the opinions (0.35, 0.45, 0.75, 0.85)
Supporting new ideas (0.35, 0.45, 0.75, 0.85)

KM Creating results (0.4, 0.55, 0.8, 0.9)
Sharing and reporting knowledge (0.4, 0.55, 0.8, 0.85)
Information available (0.4, 0.55, 0.8, 0.9)

PUB Local publications (0.45, 0.55, 0.75, 0.85)
International publications (0.55, 0.65, 0.85, 0.95)

SOA Students presentation (0.25, 0.45, 0.65, 0.75)
Faculty talks (0.25, 0.45, 0.65, 0.75)
Training programs (0.45, 0.65, 0.8, 0.9)
Succession training programs (0.25, 0.45, 0.65, 0.75)
Career development (0.3, 0.45, 0.75, 0.8)
Job fair (0.2, 0.35, 0.6, 0.7)
Invited speakers seminar (0.35, 0.55, 0.75, 0.85)
Industry interest talks (0.35, 0.5, 0.7, 0.8)

(c)

Components Indicators S3

FAC Education (0.4, 0.55, 0.8, 0.9)
Teaching experience (0.35, 0.6, 0.8, 0.9)
Teaching skills (0.3, 0.45, 0.75, 0.85)
Team work skills (0.2, 0.35, 0.65, 0.7)
Confidence level (0.2, 0.4, 0.65, 0.7)
Problem-solving skills (0.35, 0.55, 0.75, 0.85)
Communication skills (0.35, 0.55, 0.75, 0.85)

BEH Personal initiative (0.35, 0.45, 0.75, 0.85)
Continuous learning (0.5, 0.65, 0.85, 0.95)
Conscientiousness (0.4, 0.6, 0.8, 0.85)
Emotional stability (0.45, 0.65, 0.85, 0.95)
Commitment (0.45, 0.65, 0.85, 0.95)
Working with schools (0.4, 0.65, 0.85, 0.9)
Being ethical (0.4, 0.55, 0.8, 0.9)
Performing their best (0.4, 0.55, 0.8, 0.85)
Eagerness to source sharing (0.43, 0.6, 0.8, 0.9)
  Employee satisfaction (0.3, 0.55, 0.8, 0.85)

LR Availability of new books (0.45, 0.55, 0.85, 0.95)
Online resources of searching (0.4, 0.55, 0.85, 0.95)

SC Freely expressing the opinions (0.45, 0.55, 0.8, 0.95)
Supporting new ideas (0.4, 0.55, 0.8, 0.9)

KM Creating results (0.45, 0.65, 0.85, 0.95)
Sharing and reporting knowledge (0.45, 0.65, 0.85, 0.9)
Information available (0.5, 0.7, 0.9, 1)

PUB Local publications (0.5, 0.65, 0.8, 0.9)
International publications (0.45, 0.6, 0.85, 0.95)

SOA Students presentation (0.3, 0.45, 0.75, 0.8)
Faculty talks (0.2, 0.35, 0.6, 0.7)
Training programs (0.55, 0.7, 0.8, 0.95)
Succession training programs (0.35, 0.45, 0.75, 0.8)
Career development (0.3, 0.45, 0.7, 0.8)
Job fair (0.3, 0.45, 0.65, 0.75)
Invited speakers seminar (0.35, 0.55, 0.75, 0.85)
Industry interest talks (0.55, 0.7, 0.85, 0.95)