“Knowing me, knowing you”: personalized explanations for a music recommender system

نویسندگان

چکیده

Due to the prominent role of recommender systems in our daily lives, it is increasingly important inform users why certain items are recommended and personalize these explanations user. In this study, we explored how a music system should be designed fit preference different personal characteristics. More specifically, investigated three characteristics that influence perception interfaces: need for cognition, musical sophistication, openness. For each characteristics, with lower higher levels characteristic. Afterward, conducted characteristic within-subject user study which compared two explanations. Based on results studies, provide design suggestions adapt general, suggest providing up-front all recommendations at once. low displaying must optional. To support brief do not require domain knowledge. openness, number explanation elements.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Knowing me knowing you: towards a new relational politics in 21st century mental health nursing.

Social constructionism, an interdisciplinary paradigm, has emerged from a crisis in the social sciences in the late 20th century (Gergen 1999). This crisis is around the failure of modernist values to help us understand, and achieve mastery over, the worlds we live around a number of cohering areas. These include 'grand narrative', 'imperialist' claims to the true nature of a supposed external ...

متن کامل

Knowing you, Knowing me Mentalization Abilities of Children who use Augmentative and Alternative Communication

The present thesis investigated several components important to the understanding of mentalization for children who use augmentative and alternative communication (AAC). The result of the thesis demonstrated that non-verbal mental age correlated significantly with mentalization tasks, and that the participants did not significantly differ compared to a nonverbal age-matched group of children wi...

متن کامل

Knowing Me, Knowing You: Practical Issues in the Personalisation of Agent Technology

Recent years have seen a dramatic increase in the development of agent technology. Agent systems have been applied to many areas, but undoubtedly the most widely publicised application area has been the Internet. The size of the Internet and the subsequent large volume of information has spawned agents which can search, filter, recommend and present information to a user. Many such agent applic...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: User Modeling and User-adapted Interaction

سال: 2022

ISSN: ['1573-1391', '0924-1868']

DOI: https://doi.org/10.1007/s11257-021-09304-9