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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2018
عنوان انگلیسی مقاله:
Social media analytics – Challenges in topic discovery, data collection, and data preparation
ترجمه فارسی عنوان مقاله:
تحلیل رسانه های اجتماعی - چالش های کشف موضوع، جمع آوری داده ها و تهیه داده ها
منبع:
Sciencedirect - Elsevier - International Journal of Information Management, 39 (2018) 156-168: doi:10:1016/j:ijinfomgt:2017:12:002
نویسنده:
Stefan Stieglitza,⁎, Milad Mirbabaiea, Björn Rossa, Christoph Neubergerb
چکیده انگلیسی:
Since an ever-increasing part of the population makes use of social media in their day-to-day lives, social media
data is being analysed in many different disciplines. The social media analytics process involves four distinct
steps, data discovery, collection, preparation, and analysis. While there is a great deal of literature on the
challenges and difficulties involving specific data analysis methods, there hardly exists research on the stages of
data discovery, collection, and preparation. To address this gap, we conducted an extended and structured
literature analysis through which we identified challenges addressed and solutions proposed. The literature
search revealed that the volume of data was most often cited as a challenge by researchers. In contrast, other
categories have received less attention. Based on the results of the literature search, we discuss the most im
portant challenges for researchers and present potential solutions. The findings are used to extend an existing
framework on social media analytics. The article provides benefits for researchers and practitioners who wish to
collect and analyse social media data.
Keywords: Social media analytics ، Social media ، Information systems ، Big data
قیمت: رایگان
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