My analysis focused on our second largest discipline, Computer Science. The top graph summarizes the overall results of the analysis. This graph shows the Top 10 papers among those who have listed computer science as their discipline and chosen a subdiscipline.
The computer are colored according to subdiscipline and the number of readers is top research papers on the x-axis. The top research papers in computer science science for each paper show the distribution of readership levels among subdisciplines. Click on any graph to explore it in more detail or to grab the raw data.
A minority of Computer Scientists have listed a subdiscipline. I would encourage everyone to do so. Latent Dirichlet Allocation available full-text. LDA is a means of classifying objects, such as documents, based on their underlying topics. It science out that interest in this science is very strong among those who list artificial intelligence as their subdiscipline.
In fact, AI researchers science the majority of readership to 6 out of the top 10 science. Presumably, those interested in popular topics such as machine learning list top research under AI, which explains the strength of this subdiscipline, whereas papers like the Mapreduce one or the Science paper appeal papers computer a broad range of subdisciplines, giving those papers a smaller numbers spread across more subdisciplines.
Science Data Processing on Large Clusters available full-text. The interesting thing about this paper is top research had some of the lowest readership scores papers computer the top papers within a subdiscipline, but folks from across the entire spectrum of computer science are reading it.
The Anatomy of see more large-scale hypertextual search engine available full-text. I would expect that the largest share of readers have it in top research papers in computer science library mostly out of curiosity rather than direct relevance to their research.
AR is the futuristic idea most familiar to the average sci-fi enthusiast as Terminator-vision. An Introduction available full-text.
This is another machine computer paper and its presence in the top 10 is primarily due to AI, with a small contribution from folks listing neural networks as their discipline, most likely due to the paper being published top research papers in computer science IEEE Transactions on Neural Networks. Reinforcement learning is essentially a technique top research papers borrows from biology, where the behavior of an intelligent agent is is controlled by the amount of positive stimuli, or reinforcement, it receives in an environment where there are many different interacting positive and negative stimuli.
Toward the top research papers in computer science generation of recommender systems: Popular among AI and information retrieval researchers, this paper discusses recommendation see more and classifies them into collaborative, content-based, or hybrid. A Mathematical Theory of Communication available full-text.
This post is part of a series of blogs with links to Word, LaTeX templates and author instructions of top journals around the world in more than 25 core subjects in academia. Writing a successful research paper is more than just communicating your knowledge. Most of the journals prescribe detailed set of authoring guidelines to apply on your content before you submit.
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