Evaluation Metrics for Measuring Bias in Search Engine Results

no code implementations • 19 Oct 2022 • Gizem Gezici, Aldo Lipani, Yucel Saygin, Emine Yilmaz

However, search engine results do not necessarily cover all the viewpoints of a search query topic, and they can be biased towards a specific view since search engine results are returned based on relevance, which is calculated using many features and sophisticated algorithms where search neutrality is not necessarily the focal point.

Measuring Gender Bias in Educational Videos: A Case Study on YouTube

no code implementations • 20 Jun 2022 • Gizem Gezici, Yucel Saygin

Then, for analysing perceived gender bias we utilised bias measures that have been inspired by search platforms and further incorporated rank information into our analysis.

SU-Sentilab : A Classification System for Sentiment Analysis in Twitter

no code implementations • SEMEVAL 2013 • Gizem Gezici, Rahim Dehkharghani, Berrin Yanikoglu, Dilek Tapucu, Yucel Saygin

Classification General Classification +1