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citation-network

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arunkannawadi
arunkannawadi commented Feb 4, 2022

Describe the bug
The test_bibtex unit test with failing, with a cryptic traceback

Screenshots

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FAIL: test_bibtex (test_module.TestScholarly)
Test that we get the BiBTeX entry correctly
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Traceback (most recent call last):
  File "/hom
bug help wanted good first issue

Scimeetr is an R package, and a shiny app that helps researchers introduce themselves into their scholarly literature. It contains a suit of function that let someone: load bibliometric data into R, make a map of peer reviewed papers by creating various networks, find research community, characterize the research communities, and generate reading list.
  • Updated Oct 29, 2018
  • R

Aim is to convert nodes and node attributes of the DBLP Citation graph to analyze graph specific trends. This objective entailed two tasks, recreating a search algorithm for sampling the neighborhood as per the Node2Vec algorithm and extract feature embeddings using the Word2Vec skip-gram architecture. The nodes (papers)are represented into a fixed size multi-space dimension that is capable of capturing closeness of two papers based on a mentioned metric. The final classification of groups is based on the feature embeddings, performed by the spectral clustering algorithm. The sense-making converts to a search based optimization problem as we built our model to maximize the probability of each node belonging to a neighborhood found depending on the likelihood of revisiting a node and of out-ward exploration.
  • Updated Jul 17, 2020
  • Jupyter Notebook

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