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Topic‐based PageRank on Author Cocitation Networks

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Project Budget
$30-$250 USD
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Project Description

AOA,

Good Day Engineers!!
I am looking for a Softwarel engineer that understands Topic‐based PageRank on Author Cocitation
Networks. I am looking for agood nd professional freelancer who can implement this paper in C-sharp or C++.

PLEASE DO NOT bid if you do not understand Topic‐based PageRank on Author Cocitation !!
PLEASE DO NOT bid if you do not understand Topic‐based PageRank on Author Cocitation!!

I do have few background to provide for this project. I have a sample paper with "REQUIRED" features but other than that I am looking for new next generation thinking from the software engineer.

My "REQUIREMENTS" are as follows for this design (If you have to ask a single question as to these required features then U CAN ask):

Ranking authors is vital for identifying a researcher’s impact and his standing within a scientific field.
There are many different ranking methods (e.g., citations, publications, h-index, PageRank, and weighted
PageRank), but most of them are topic-independent. This paper proposes topic-dependent ranks based on
the combination of a topic model and a weighted PageRank algorithm. The Author-Conference-Topic
(ACT) model was used to extract topic distribution of individual authors. Two ways for combining the
ACT model with the PageRank algorithm are proposed: simple combination (I_PR) or using a topic
distribution as a weighted vector for PageRank (PR_t). Information retrieval was chosen as the test field
and representative authors for different topics at different time phases were identified. Principal
Component Analysis (PCA) was applied to analyze the ranking difference between I_PR and PR_t.

Research purposal file is attached.

freelancers who are willing to get this project have to send its new purposal. or u can edit or proofread this attached file and send me back . freelancers from pakistan would be preferrable and are most welcome.

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