کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
975719 1480175 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Modeling correlated human dynamics with temporal preference
ترجمه فارسی عنوان
مدلسازی دینامیک انسان با ترجیح زمانی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی


• We found strong memory in the interevent time distribution of blog-posting.
• We found the decay curve of it have two regimes: it decays as a power law for the short-term part and exponentially for the long-term part.
• We propose a simple model based on temporal preference which reproduces all features we obtained.

We empirically study the activity pattern of individual blog-posting and observe the interevent time distributions decay as power-laws at both individual and population level. As different from previous studies, we find significant short-term memory in it. Moreover, the memory coefficient first decays in a power law and then turns to an exponential form. Our findings produce evidence for the strong short-term memory in human dynamics and challenge previous models. Accordingly, we propose a simple model based on temporal preference, which can well reproduce both the heavy-tailed nature and the strong memory effects. This work helps in understanding the temporal regularities of online human behaviors.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 398, 15 March 2014, Pages 145–151
نویسندگان
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