Interaction Design for Recommender Systems

AI Summary

Bulleted

Text

Key Insights

#Usability #InteractionDesign #RecommenderSystems

Interaction Design for Recommender Systems

@jonathan3 months ago

Interaction Design for
Recommender Systems
Kirsten Swearingen, Rashmi Sinha
School of Informati…

1/10

Our study methodology incorporates a mix of quantitative
and qualitative techniques. For both of …

2/10

graphics, and user instructions, types of input required, and
information displayed with recommen…

3/10

How many Items to Rate?
A few systems ask the user to enter only 1 piece of
information to recei…

4/10

they did not like being forced to name the single genre they
preferred, feeling that their tastes…

5/10

also like to look at the album cover. This often serves as a
visual reminder for any previous exp…

6/10

ratings. For example, many of our users were frustrated by
Amazon’s recommendations that were alb…

7/10

system needs to convey to the user its inner logic and why a
particular recommendation is suitabl…

8/10

items that suit their tastes, they are not immediately willing
to commit any resources. In additi…

9/10

Appendix. Recommender System Comparison Chart
View publication stats

10/10

@jonathan

Drag Me

Ask a Question 2 Comments 0

1 month ago @amitranjan

What was the goal of the research?

The goal of the research is to study users' interactions with recommender systems in order to develop general design guidelines.

1 month ago @amitranjan

what are recommender systems

Recommender systems act as personalized decision guides for users, aiding them in decision making about matters related to personal taste. They have also begun providing a technological proxy for the social recommendation process.

Just now @

Analytics Cookies Cookies to automatically collect, record, and share information about your interactions with our site for analytics purposes.

Advertising Cookies Cookies used to enable advertising on our site.