Report summary

For Clarkson University Department of Computer Science in 2020-2026, the graph shows 21 visible PIs and 12 internal PI collaborations. The dominant subject mix is Business, Management and Accounting as the leading field (33% of slots across 1 PIs; 1 labels), Artificial Intelligence as the leading subfield (33% of slots across 1 PIs; 1 labels), and Big Data and Business Intelligence as the leading topic (33% of slots across 1 PIs; 1 labels). The network looks reasonably well-rounded, with visible collaboration groups but not so much concentration that one field explains the whole department. The top weighted PIs are Jeanna Matthews (5.5 weighted works; Big Data and Business Intelligence, Explainable Artificial Intelligence (XAI)); Nikolas Lamb (5.2 weighted works; no topic labels). The most visible ties are Jeanna Matthews and Saied Alshahrani (4 shared works, weight 4). The standout breakdown groups are group 1 with 6 PIs, 9 internal connections, weight 10.3, around Management Information Systems, Artificial Intelligence, Education, led by Jeanna Matthews, Saied Alshahrani, Abdullah R Alshamsan.