A data mining approach to construct graduates employability model in Malaysia

QR Code

A data mining approach to construct graduates employability model in Malaysia

This study is to construct the Graduates Employability Model using classification task in data mining. To achieve it, we use data sourced from the Tracer Study, a web-based survey system from the Ministry of Higher Education, Malaysia (MOHE) for the year 2009. The classification experiment is perfor...

Full description

Bibliographic Details
Main Authors:	Sapaat, Myzatul Akmam, Mustapha, Aida, Ahmad, Johanna, Chamili, Khadijah, Muhamad, Rahamirzam
Format:	Article
Language:	English
Published:	The Society of Digital Information and Wireless Communications 2011
Online Access:	http://psasir.upm.edu.my/id/eprint/22510/ http://psasir.upm.edu.my/id/eprint/22510/1/A%20data%20mining%20approach%20to%20construct%20graduates%20employability%20model%20in%20Malaysia.pdf

Similar Items

Test case prioritization technique for event sequence test cases based on redundancy factor
by: Ahmad, Johanna, et al.
Published: (2018)

A preliminary investigation towards test suite optimization approach for enhanced state-sensitivity partitioning
by: Sapaat, Myzatul Akmam, et al.
Published: (2011)

Determining the graduates employability using data analytics model
by: Matos Jr., Zenon A.
Published: (2023)

An individualistic approach to employability : a study on graduates' employability
by: Ong, Boon Aik, et al.
Published: (2011)

Data mining approach to herbs classification
by: Ahmad Dali, Adillah Dayana, et al.
Published: (2018)

Graduate employability
by: Abdul Rahman, Shukran
Published: (2015)

Employability programmes and graduates' assessment of their employability
by: Abdul Rahman, Shukran, et al.
Published: (2012)

Employability of graduates: Malaysia
by: Sirat, Morshidi, et al.
Published: (2012)

Preparing Graduates for Employment.
by: Shuib, Munir
Published: (2005)

Complementary log-log with random effect model using Malaysian graduate employability data
by: Shahadan, Md Azman, et al.
Published: (2019)

Marketing graduate employability: The language of employability in higher education
by: Bennett, Dawn, et al.
Published: (2019)

Professional competencies of architecture graduates: perceptions from graduates, academics and employers in the Nigerian construction industry / Joy Joshua Maina.
by: Maina, Joy Joshua
Published: (2018)

Graduate employability and graduateness: an overview of concepts, interpretations and emerging issues
by: Abdul Rahman, Shukran, et al.
Published: (2011)

Graduates’ Employment: The Value of Curtin University of Technology Sarawak’s Graduates
by: Goi, Chai, et al.
Published: (2010)

Employability Competencies: Employer Expectations and Employer Satisfaction of Open University Malaysia's Graduates
by: Lim , Tina Swee Kim, et al.
Published: (2011)

Employers’ perception and expectation of the graduates competency
by: Daud, Fatimah @ Hasnah
Published: (2010)

Graduates with competencies and leadership sought by employers
by: Mimi Rabita, Abdul Wahit
Published: (2022)

Employed within six months of graduation
Published: (2009)

Exploring employers' perceptions on public universities' quality and graduate employability in Malaysia
by: Almasri, Amal Ahmad, et al.
Published: (2024)

Employability skills constructs as job performance predictors for Malaysian polytechnic graduates: a qualitative study
by: Normala Rahmat,, et al.
Published: (2016)

Developing a sustainable practical model of graduate employability for higher education
by: Rufai, Ahmed Umar, et al.
Published: (2015)

A collaborative framework for enhancing graduate employability
by: Ferns, Sonia, et al.
Published: (2019)

Enhancing graduate employability through knowledge Management
by: Abdul Hamid, Zabeda
Published: (2009)

GTEX enhancing graduate skills towards employability
by: Fahmi, Samsuri
Published: (2018)

Fair to increase employment rate among graduates
by: New Sarawak Tribune
Published: (2016)

FTKPM UMPSA graduates sought after by employers
by: Naqiah, Puaad
Published: (2024)

Enhancing graduate employability through knowledge management.
by: Shuib, Munir
Published: (2008)

Intrusion detection system with data mining approach: a review
by: Khalilian, Majdid, et al.
Published: (2011)

A strategic approach for building partnerships to enhance graduate employability: Driving institutional engagement
by: Ferns, Sonia, et al.
Published: (2014)

Integrating Socio-Digital Skills in the Industry 4.0 era for graduates' employability: An employers’ perspective
by: Ainol Mardhiyah, Rahmat, et al.
Published: (2022)

Construct validation in secondary data: A guideline for medical data mining
by: Mirza, Rizwan Sajid, et al.
Published: (2019)

Estimating a prediction model for the early identification of low employability graduates in Malaysia
by: Awang-Hashim, Rosna, et al.
Published: (2015)

Capturing stakeholder perceptions of graduate capability development: Challenges associated with Graduate Employability Indicators
by: Whelan, Barbara, et al.
Published: (2010)

English proficiency and graduate employment : a case study on UNIMAS graduates of august 2001
by: Jessie, Melling
Published: (2003)

PROVEN MARKETABILITY SCHOOL OF BIOLOGICAL SCIENCES GRADUATES: 75% GAIN EMPLOYMENT AFTER GRADUATION
by: MPRC, Pusat Media & Perhubungan Awam
Published: (2015)

The Graduate Employability Indicators: capturing broader stakeholder perspectives on the achievement and importance of employability attributes.
by: Oliver, Beverley, et al.
Published: (2010)

Graduates employability in Malaysia: analysing student level of study and field of study in relation to their employability
by: Ali @ Hamid, Mass Hareeza, et al.
Published: (2024)

Gender outlook on advisory system, entrepreneurship and graduate employability
by: Rokis, Rohaiza
Published: (2018)

Graduate Employability Programmes in Malaysian Higher Learning Institutions.
by: Abdul Rahman, Shukran, et al.
Published: (2019)

Malaysian employer perceptions about local and foreign graduates
by: Md Zabid, Abdul Rashid, et al.
Published: (2003)