About the Research.com Best Computer Science Universities in Malaysia Ranking (11th Edition)
Data Sources and Compilation Process
The 11th edition of the Research.com Best Computer Science Universities in Malaysia Ranking is founded upon robust and comprehensive bibliometric data, with the primary data sources being OpenAlex and CrossRef, supplemented by multiple other respected data repositories. These sources provide critical information for constructing citation-based metrics, ensuring an accurate and up-to-date evaluation of scholarly impact. The bibliometric data used for this edition were meticulously collected on 2024-11-27.
A university’s position in the ranking is calculated based on the sum of D-indexes (Discipline H-index) of all ranking-affiliated scholars whose primary publication area is Computer Science. The D-index exclusively considers publications and citation data relevant to the discipline under review, offering a focused and fair assessment of institutional excellence in Computer Science.
Scope of Research Considered
To ensure the breadth and depth of evaluation, 279,971 scientist profiles identified from a variety of bibliometric data sources were scrutinized, with 40,471 scientists specifically from the field of Computer Science being analyzed. Each scientist was required to meet a qualifying D-index threshold of 30, with a majority of their publications in Computer Science to ensure relevance and discipline focus. In addition to publication metrics, scientists’ awards and achievements within the Computer Science field were also factors in the assessment.
The D-index threshold for considering leading researchers is set to increment by 10, corresponding to the total number of scholars estimated for each discipline, while guaranteeing the inclusion of the top 1% of leading scholars. Furthermore, to maintain rigor, a proximity of 30% or less was mandated between a scientist’s general H-index and their D-index. This approach ensures the integrity of discipline-specific expertise reflected in the ranking.
Verification Practices and Data Integrity
Recognizing that raw bibliometric data alone can never fully encapsulate scholarly output, the ranking process included a thorough manual verification phase of all scientist profiles. Each profile was cross-referenced with publications in a wide selection of trustworthy sources, adding a level of due diligence and reliability to the results.
While the number of papers published in leading journals and conference proceedings does not influence a researcher’s position in the Research.com ranking, it is nonetheless regarded as a valuable secondary indicator of a scientist’s contribution to the field. The definitive ranking position is established based on a researcher’s H-index as sourced from OpenAlex and CrossRef, the two most prominent bibliometric databases widely recognized by the research community. For more specifics about the approach and its scientific rigor, we encourage interested readers to review our methodology at our methodology page.
Research.com’s Mission
At Research.com, our mission is to motivate scientists, business leaders, and policymakers worldwide to keep abreast of where top experts are leading their fields. By providing clear, data-driven rankings, we aim to offer the entire research community a powerful tool to discover who the leading experts in specific disciplines are, in various countries, and even within individual research institutions. This transparency supports informed decision-making and stimulates progress across the global academic and research landscapes.
Key Results of the 2024 Malaysia Computer Science University Ranking
- Top 3 Institutions in Malaysia by Leading Scientists:
- University of Malaya: 8 scientists
- University of Technology Malaysia: 7 scientists
- National University of Malaysia: 3 scientists
- Global Excellence: The world's most prominent Computer Science scholars in this ranking represent premier institutions including University of Montreal, Michigan State University, University of Oxford, University of California, Berkeley, University of Illinois at Urbana-Champaign, University of Illinois at Chicago, Institute for Computer Science, Artificial Intelligence and Technology (INSAIT), RWTH Aachen University, University of Granada, and Princeton University.
- Top Individual Scholars:
- Professor Yoshua Bengio (University of Montreal): D-index 223 (Rank 1 worldwide)
- Anil K. Jain (Michigan State University): D-index 214 (Rank 2 worldwide)
- Andrew Zisserman (University of Oxford): D-index 197 (Rank 3 worldwide)
- Institutional Metrics:
- Average total D-index for the top 5% of universities: 3383 (compared to 425 for all 1,257 ranked institutions)
- Average number of published articles among top 5% universities: 15,594 (versus 2,216 for all 1,257 universities)
- Average number of citations for top 1% universities: 2,279,971 (compared to 279,971 across all institutions)
This meticulous and transparent approach ensures that the Research.com ranking stands as a reliable resource for recognizing academic excellence and serves as a valuable tool for scientists, institutional leaders, and stakeholders committed to advancing Computer Science education and research.