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The author reflects on her journey to becoming a Black female full professor at a Historically Black College and University (HBCU). Additionally, she summarizes the research on the successes and challenges for women professors, Black professors more broadly, and Black female professors, more specifically, to contribute to a deeper understanding of the positionality and stance of Black women professors. Although HBCUs are higher education institutions where Black female professors achieve tenure in the greatest percentages, the author highlights the intersection of race and gender and the unfortunate gendered power dynamics in these spaces that frequently place Black female faculty at a disadvantage. The chapter concludes with strategies for Black women professors to survive and thrive in academia, in general, and at HBCUs, more specifically.

Develop a comprehensive framework for assessing the knowledge organization systems (KOSs), including the taxonomy of Wikipedia and the ontologies of Wikidata, with a specific focus on enhancing management and retrieval with a gender nonbinary perspective.

This study employs heuristic and inspection methods to assess Wikipedia’s KOS, ensuring compliance with international standards. It evaluates the efficiency of retrieving non-masculine gender-related articles using the Catalan Wikipedian category scheme, identifying limitations. Additionally, a novel assessment of Wikidata ontologies examines their structure and coverage of gender-related properties, comparing them to Wikipedia’s taxonomy for advantages and enhancements.

This study evaluates Wikipedia’s taxonomy and Wikidata’s ontologies, establishing evaluation criteria for gender-based categorization and exploring their structural effectiveness. The evaluation process suggests that Wikidata ontologies may offer a viable solution to address Wikipedia’s categorization challenges.

The assessment of Wikipedia categories (taxonomy) based on KOS standards leads to the conclusion that there is ample room for improvement, not only in matters concerning gender identity but also in the overall KOS to enhance search and retrieval for users. These findings bear relevance for the design of tools to support information retrieval on knowledge-rich websites, as they assist users in exploring topics and concepts.