کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6857978 | 661917 | 2014 | 15 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Making smartphone service recommendations by predicting users' intentions: A context-aware approach
ترجمه فارسی عنوان
توصیه های خدمات گوشی های هوشمند با پیش بینی اهداف کاربران: رویکرد آگاهانه متنی
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
چکیده انگلیسی
The current popularity of smartphones has resulted in the rapid development of many smartphone application programs that offer various mobile and other pervasive services. To provide smartphone users with timely access to the most useful and desired services, this study develops a recommendation mechanism to predict user intention and activate the appropriate services. We choose to employ the event-condition-action model together with a rule induction algorithm to discover smartphone users' behavior patterns, which are then exploited to predict and recommend services that the user may desire. We employ a fuzzy clustering method to reduce rule complexity. A series of experiments are conducted to validate the developed system, and the results are analyzed in detail to investigate the success of the various strategies. The results demonstrate that our approach has substantial promise.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 277, 1 September 2014, Pages 21-35
Journal: Information Sciences - Volume 277, 1 September 2014, Pages 21-35
نویسندگان
Wei-Po Lee, Ke-Han Lee,