“…Regarding differences in search behaviors and performance, researchers have looked at individual factors, such as personal experiences (e.g., background, gender, Internet experience, and familiarity), personal cognition (e.g., domain knowledge, reading skill, spatial ability, problem-solving ability, metacognition, and understanding of the search task), personal approaches (e.g., study approaches, perceptions of and preferred approaches to web-based information seeking, thinking style, and cognitive style), environmental factors (e.g., search engines and metadata), and task types (e.g., locating web sites versus locating information, closed-ended versus open-ended) (Albertson, 2010b;Allen, 1998Allen, , 2000Bilal & Kirby, 2002;Brand-Gruwel, Wopereis & Vermetten, 2005;Chiu, 2006;Choi, 2010;Ford, Miller, & Moss, 2005;Hsieh-Yee, 2001;Kao, Lei & Sun, 2008;Kim, 2008;Kim & Allen, 2002;Lei, Kao, Lin & Sun, 2009;Lei, Lin and Sun, 2013;Park & Black, 2007;Rouet, 2003;Sun, Ye, Hsieh, 2014;Zhou, 2014). These studies demonstrate that despite constant advancement in the platform and index of search engines, the individual differences between users still play a crucial role in determining the success of a search.…”