Interacting with recommenders—overview and research directions
Automated recommendations have become a ubiquitous part of today's online user
experience. These systems point us to additional items to purchase in online shops, they …
experience. These systems point us to additional items to purchase in online shops, they …
Unpacking the exploration–exploitation tradeoff: A synthesis of human and animal literatures.
Many decisions in the lives of animals and humans require a fine balance between the
exploration of different options and the exploitation of their rewards. Do you buy the …
exploration of different options and the exploitation of their rewards. Do you buy the …
Can there ever be too many options? A meta-analytic review of choice overload
B Scheibehenne, R Greifeneder… - Journal of consumer …, 2010 - academic.oup.com
The choice overload hypothesis states that an increase in the number of options to choose
from may lead to adverse consequences such as a decrease in the motivation to choose or …
from may lead to adverse consequences such as a decrease in the motivation to choose or …
Under pressure: An integrative perspective of time pressure impact on consumer decision-making
Time pressure (TP) constrains consumers' decisions: stores have fixed opening hours,
promotions have deadlines, and a house for rent may not be available tomorrow. Evidence …
promotions have deadlines, and a house for rent may not be available tomorrow. Evidence …
Examination of gaze behaviors under in situ and video simulation task constraints reveals differences in information pickup for perception and action
Abstract Queensland University of Technology, Brisbane, Queensland, Australia Gaze and
movement behaviors of association football goalkeepers were compared under two video …
movement behaviors of association football goalkeepers were compared under two video …
[图书][B] Simple heuristics in a social world
R Hertwig, U Hoffrage - 2013 - books.google.com
Simple Heuristics in a Social World invites readers to discover the simple heuristics that
people use to navigate the complexities and surprises of environments populated with …
people use to navigate the complexities and surprises of environments populated with …
Understanding choice overload in recommender systems
D Bollen, BP Knijnenburg, MC Willemsen… - Proceedings of the …, 2010 - dl.acm.org
Even though people are attracted by large, high quality recommendation sets, psychological
research on choice overload shows that choosing an item from recommendation sets …
research on choice overload shows that choosing an item from recommendation sets …
Evaluating recommender systems with user experiments
BP Knijnenburg, MC Willemsen - Recommender systems handbook, 2015 - Springer
Traditionally, the field of recommender systems has evaluated the fruits of its labor using
metrics of algorithmic accuracy and precision (see Chap. 8 for an overview of recommender …
metrics of algorithmic accuracy and precision (see Chap. 8 for an overview of recommender …
Satisfaction in choice as a function of the number of alternatives: When “goods satiate”
E Reutskaja, RM Hogarth - Psychology & Marketing, 2009 - Wiley Online Library
People are typically thought to be better off with more choices, yet often prefer to choose
from few alternatives. By considering the perceived benefits and costs of choice, it is …
from few alternatives. By considering the perceived benefits and costs of choice, it is …
What moderates the too‐much‐choice effect?
B Scheibehenne, R Greifeneder… - Psychology & …, 2009 - Wiley Online Library
Core theories in economics, psychology, and marketing suggest that decision makers
benefit from having more choice. In contrast, according to the too‐much‐choice effect …
benefit from having more choice. In contrast, according to the too‐much‐choice effect …