Authorship Weightage Algorithm for Academic Publications: A New Calculation and ACES Webserver for Determining Expertise

Despite the public availability, finding experts in any field when relying on academic publications can be challenging, especially with use of jargons. Even after overcoming these issues, discernment expertise by authorship positions is often also absent many publication-based search platforms. Given that it common fields for research group lead or lab head to take position last author, some existing scoring systems assign a decreasing weightage from first author would not reflect correctly. To address problems, we incorporated natural language processing (Common Crawl using fastText) retrieve related keywords jargons as well modified positional allows assignment greater author. The resulting output ranked system researchers upon every implemented webserver internal called APD Capability & Expertise Search (ACES).