Aleks
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abobic.bsky.social
Aleks
@abobic.bsky.social
32 followers 47 following 20 posts
Researcher and full stack dev focusing on #InformationRetrieval #NetworkScience & #VisualAnalytics
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abobic.bsky.social
Final step: Identify the most active author (42 papers) and represent their entire network.
A network representing the most active authors an their papers, co-authors, concepts, venues where they submitted their papers and more.
July 21, 2023 at 1:59 PM
abobic.bsky.social
Step 7: repeat the same process for journals / conferences and institutions.
A network of journals / conferences and institutions that publish in those venues. A network of journals / conferences and institutions that publish in those venues but only with conferences and journals that appear together in more than 20 papers.
July 21, 2023 at 1:58 PM
abobic.bsky.social
Step 6: Filter the network to include only papers and concepts that appear together in 20 or more papers.
Network of concepts and institutions that appear together 20 or more times.
July 21, 2023 at 1:56 PM
abobic.bsky.social
Step 5: Change the network schema to show the paper concepts and the institutions whos authors wrote papers with those concepts.
The collaboration spotting X tool displaying the concepts and institutions network. The right side represents the dynamic network schema that is used to model the network.
July 21, 2023 at 1:55 PM
abobic.bsky.social
Step 4: Expand the network to include all papers written by one of the top 4 collaborating institutions and Roche (Switzerland)
The collaboration spotting X tool visualising the network of top 4 collaborating research institutions with Roche Switzerland and the papers they co-authored.
July 21, 2023 at 1:49 PM
abobic.bsky.social
Step 3: remove all papers not co-authored by one of the top institutions and Roche (Switzerland)
July 21, 2023 at 1:45 PM
abobic.bsky.social
Step 1: Search for papers written by authors from Roche (Switzerland) and retrieve 1k of them.
Step 2: Identify the most common co-authoring institutions.
The tool Collaboration Spotting X displaying an author institution and paper title network where an institution and a title are connected if an author from the institution authored a particular paper.
July 21, 2023 at 1:44 PM
abobic.bsky.social
While testing the flexibility of a network schema, I stumbled upon this visually stunning network representing various properties of a dataset containing scientific papers. #DataVisualization #AestheticsAndAnalytics #network #analytics #data #NetworkScience #NetworkAnalytics
June 16, 2023 at 12:26 PM