. . . . . . . . . . . . "Major findings: ScholarNodes, a web interface that successfully integrates partition-based (Louvain) and similarity-based (Spectral) community detection algorithms with the BM25 ranking algorithm to recommend interdisciplinary collaborations within academic social networks. By analyzing publication metadata from the OpenAlex dataset, the authors demonstrated that a topic-similarity network can effectively identify latent researcher communities and provide meaningful mentorship and grant-teaming recommendations that transcend traditional departmental boundaries." . "ScholarNodes: Applying Content-based Filtering to RecommendInterdisciplinary Communities within Scholarly Social Networks" . . . "mdasaduzzamannoor@montana.edu" . "2024-07-11" . "2023-08-01" . . "Emily Regalado" . "2026-01-21T17:43:56.138Z"^^ . . . . . . . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxzr6UBGMW6c8tegz0babaledWUEQ0PLDE4tp7Iinbe2DZtAtY5JUptKYuStWDZx+QER4808P8dejNWRnBDzgthYJm/AyNSXflHSJhz2+NC+h7RylOLxbwLEQocmyKKiYxa2gT85m6ajVL2M6TnfG67nnK+K2f7iCGL6wYXRITD1q+7+5SWqBdDXIV921W4IKWaD2GJk+NRBoOqQhbsrk8Tn5XsNd7DMYVHk47oMDGbeBnrOIoRPsbBgAcoCsxxhiB9yN6Lf8EUbnlXVEDzJuZk048L1BDZL+6nkA8btTQGP2ijUFWA7rTrod3LjUDQWLZS95njjl867dtmv/znYkzwIDAQAB" . "mmR8YvziOClL0XNPYbSJMKjM6TyPfbFdrAqa33ZQHwe7jQtSbHCeHlRQG9A2YM5lfbaR95I8nDpNwlV5+eEkghaqYU57cf2ne6hgq5tdACE7lqJ4KAsKQeE7nwBdcI8l951/EW8L5mZlNvXu8FH59pViUA8YtC0/mK7OxHUMPYilxRfBfvahyEASxf1RQEiqsy7DUvX9MjytZ/EowV2n+tWF9h2W5RfQAHCbYhWpfYQCx0/sYijWHhcdkejsP9lJ8r/KiY56JG8JXGNAjDktb4AhZL+7pNnftQ5mW7+6fg5F0+Ishd7d5BOHRkuRmHxG0acVAA85FThmC8j2teVgeA==" . . .