با سلام خدمت کاربران در صورتی که با خطای سیستم پرداخت بانکی مواجه شدید از طریق کارت به کارت (6037997535328901 بانک ملی ناصر خنجری ) مقاله خود را دریافت کنید (تا مشکل رفع گردد).
دسته بندی:
سیستم های توصیه گر - recommender systems
سال انتشار:
2017
عنوان انگلیسی مقاله:
Make it personal: A social explanation system applied to group recommendations
ترجمه فارسی عنوان مقاله:
آن را به شخصی کن: یک سیستم تبیین اجتماعی اعمال شده به توصیه های گروه
منبع:
Sciencedirect - Elsevier - Expert Systems With Applications, 76 (2017) 36-48. doi:10.1016/j.eswa.2017.01.045
نویسنده:
Lara Quijano-Sanchez a,∗, Christian Sauer b, Juan A. Recio-Garcia c, Belen Diaz-Agudo
چکیده انگلیسی:
Recommender systems help users to identify which items from a variety of choices best match their
needs and preferences. In this context, explanations act as complementary information that can help
users to better comprehend the system’s output and to encourage goals such as trust, confidence in
decision-making or utility. In this paper we propose a Personalized Social Individual Explanation approach
(PSIE). Unlike other expert systems the PSIE proposal novelly includes explanations about the system’s
group recommendation and explanations about the group’s social reality with the goal of inducing a pos
itive reaction that leads to a better perception of the received group recommendations. Among other
challenges, we uncover a special need to focus on “tactful” explanations when addressing users’ personal
relationships within a group and to focus on personalized reassuring explanations that encourage users to
accept the presented recommendations. Besides, the resulting intelligent system significatively increases
users’ intent (likelihood) to follow the recommendations, users’ satisfaction and the system’s efficiency and
trustworthiness.
Keywords: Social explanations | Group recommenders | Personalization | Social networks | Personality | Tie strength
قیمت: رایگان
توضیحات اضافی:
تعداد نظرات : 0